From 3f4814cf84cdc108752cfae45a0ad92c81e5fc3a Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Mon, 30 Mar 2026 14:15:06 -0400 Subject: [PATCH 01/19] Fix UTF-8 decode error in Inworld TTS streaming response Buffer raw bytes and only decode after splitting on newline boundaries, preventing multi-byte UTF-8 characters from being split at chunk edges. Fixes #3538 --- src/pipecat/services/inworld/tts.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/src/pipecat/services/inworld/tts.py b/src/pipecat/services/inworld/tts.py index 157130442..215c0f747 100644 --- a/src/pipecat/services/inworld/tts.py +++ b/src/pipecat/services/inworld/tts.py @@ -387,16 +387,16 @@ class InworldHttpTTSService(TTSService): Yields: An asynchronous generator of frames. """ - buffer = "" + buffer = b"" # Track the duration of this utterance based on the last word's end time utterance_duration = 0.0 - async for chunk in response.content.iter_chunked(1024): - buffer += chunk.decode("utf-8") + async for chunk in response.content.iter_any(): + buffer += chunk - while "\n" in buffer: - line, buffer = buffer.split("\n", 1) - line_str = line.strip() + while b"\n" in buffer: + line, buffer = buffer.split(b"\n", 1) + line_str = line.decode("utf-8").strip() if not line_str: continue From 465b9bcbc6bd1cb7ac7f22b9efe29d8fe3b27948 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Mon, 30 Mar 2026 14:16:21 -0400 Subject: [PATCH 02/19] Add changelog for #4202 --- changelog/4202.fixed.md | 1 + 1 file changed, 1 insertion(+) create mode 100644 changelog/4202.fixed.md diff --git a/changelog/4202.fixed.md b/changelog/4202.fixed.md new file mode 100644 index 000000000..7540f453f --- /dev/null +++ b/changelog/4202.fixed.md @@ -0,0 +1 @@ +- Fixed `InworldHttpTTSService` streaming responses crashing with `UnicodeDecodeError` when multi-byte UTF-8 characters were split across chunk boundaries. This caused TTS audio to cut off mid-sentence intermittently. From 4adf0fd585c57cdc4301ac37c93d7a913c1aae78 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Mon, 30 Mar 2026 14:24:04 -0400 Subject: [PATCH 03/19] Handle incomplete function call arguments from interrupted LLM streams When a user interruption causes the LLM chunk stream to exit early, function call arguments may be incomplete JSON. Wrap json.loads() in try/except JSONDecodeError to skip malformed function calls with a warning instead of crashing. Fixes #2461. --- src/pipecat/services/google/openai/llm.py | 6 +++++- src/pipecat/services/openai/base_llm.py | 6 +++++- src/pipecat/services/sambanova/llm.py | 6 +++++- 3 files changed, 15 insertions(+), 3 deletions(-) diff --git a/src/pipecat/services/google/openai/llm.py b/src/pipecat/services/google/openai/llm.py index da5d1be7a..08a7bcd1b 100644 --- a/src/pipecat/services/google/openai/llm.py +++ b/src/pipecat/services/google/openai/llm.py @@ -199,7 +199,11 @@ class GoogleLLMOpenAIBetaService(OpenAILLMService): # which currently results in an empty function name(''). continue - arguments = json.loads(arguments) + try: + arguments = json.loads(arguments) + except json.JSONDecodeError: + logger.warning(f"{self}: Failed to parse function call arguments: {arguments}") + continue function_calls.append( FunctionCallFromLLM( diff --git a/src/pipecat/services/openai/base_llm.py b/src/pipecat/services/openai/base_llm.py index c06ed3afd..5b444aea1 100644 --- a/src/pipecat/services/openai/base_llm.py +++ b/src/pipecat/services/openai/base_llm.py @@ -567,7 +567,11 @@ class BaseOpenAILLMService(LLMService): for function_name, arguments, tool_id in zip( functions_list, arguments_list, tool_id_list ): - arguments = json.loads(arguments) + try: + arguments = json.loads(arguments) + except json.JSONDecodeError: + logger.warning(f"{self}: Failed to parse function call arguments: {arguments}") + continue function_calls.append( FunctionCallFromLLM( context=context, diff --git a/src/pipecat/services/sambanova/llm.py b/src/pipecat/services/sambanova/llm.py index 20e17b4f2..63f37cb43 100644 --- a/src/pipecat/services/sambanova/llm.py +++ b/src/pipecat/services/sambanova/llm.py @@ -245,7 +245,11 @@ class SambaNovaLLMService(OpenAILLMService): # type: ignore if len(arguments) < 1: continue - arguments = json.loads(arguments) + try: + arguments = json.loads(arguments) + except json.JSONDecodeError: + logger.warning(f"{self}: Failed to parse function call arguments: {arguments}") + continue function_calls.append( FunctionCallFromLLM( context=context, From ea39389e03f18b8b0783c3137fca9fd0ba1c559c Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Mon, 30 Mar 2026 14:24:49 -0400 Subject: [PATCH 04/19] Add changelog for #4203 --- changelog/4203.fixed.md | 1 + 1 file changed, 1 insertion(+) create mode 100644 changelog/4203.fixed.md diff --git a/changelog/4203.fixed.md b/changelog/4203.fixed.md new file mode 100644 index 000000000..170b559bd --- /dev/null +++ b/changelog/4203.fixed.md @@ -0,0 +1 @@ +- Fixed a crash (`JSONDecodeError`) when a user interruption occurs while the LLM is streaming function call arguments. Previously, the incomplete JSON arguments were passed directly to `json.loads()`, causing an unhandled exception. Affected services: OpenAI, Google (OpenAI-compatible), and SambaNova. From bf1856f61019345ea9591f154eb031726f886d63 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Mon, 30 Mar 2026 21:39:19 -0400 Subject: [PATCH 05/19] Change GrokLLMService default model from grok-3-beta to grok-3 The grok-3 model is now generally available, so update the default from the beta variant. --- src/pipecat/services/xai/llm.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/src/pipecat/services/xai/llm.py b/src/pipecat/services/xai/llm.py index 160ad3331..6fc274a6d 100644 --- a/src/pipecat/services/xai/llm.py +++ b/src/pipecat/services/xai/llm.py @@ -102,7 +102,7 @@ class GrokLLMService(OpenAILLMService): Args: api_key: The API key for accessing Grok's API. base_url: The base URL for Grok API. Defaults to "https://api.x.ai/v1". - model: The model identifier to use. Defaults to "grok-3-beta". + model: The model identifier to use. Defaults to "grok-3". .. deprecated:: 0.0.105 Use ``settings=GrokLLMService.Settings(model=...)`` instead. @@ -112,7 +112,9 @@ class GrokLLMService(OpenAILLMService): **kwargs: Additional keyword arguments passed to OpenAILLMService. """ # 1. Initialize default_settings with hardcoded defaults - default_settings = self.Settings(model="grok-3-beta") + default_settings = self.Settings( + model="grok-3", + ) # 2. Apply direct init arg overrides (deprecated) if model is not None: From 7d8b436018bf129d58f3221b38aa89bfd12659c2 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Mon, 30 Mar 2026 21:40:16 -0400 Subject: [PATCH 06/19] Add changelog for #4209 --- changelog/4209.changed.md | 1 + 1 file changed, 1 insertion(+) create mode 100644 changelog/4209.changed.md diff --git a/changelog/4209.changed.md b/changelog/4209.changed.md new file mode 100644 index 000000000..a7bd53ca3 --- /dev/null +++ b/changelog/4209.changed.md @@ -0,0 +1 @@ +- Changed `GrokLLMService` default model from `grok-3-beta` to `grok-3`, now that the model is generally available. From f2ce7ececc62dccb47a3c5965174474085da937a Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Mon, 30 Mar 2026 19:34:29 -0400 Subject: [PATCH 07/19] Move foundational examples to examples/ --- .claude/skills/cleanup/SKILL.md | 2 +- COMMUNITY_INTEGRATIONS.md | 2 +- README.md | 4 +- .../01-say-one-thing-piper.py | 0 .../01-say-one-thing-rime.py | 0 .../{foundational => }/01-say-one-thing.py | 0 .../{foundational => }/01a-local-audio.py | 0 .../{foundational => }/01b-livekit-audio.py | 0 .../{foundational => }/01c-nvidia-riva-tts.py | 0 .../02-llm-say-one-thing.py | 0 examples/{foundational => }/03-still-frame.py | 0 .../03a-local-still-frame.py | 0 .../03b-still-frame-imagen.py | 0 .../04-transports-small-webrtc.py | 0 .../04a-transports-daily.py | 0 .../04b-transports-livekit.py | 0 .../05-sync-speech-and-image.py | 0 .../06-listen-and-respond.py | 0 examples/{foundational => }/06a-image-sync.py | 0 .../07-interruptible-cartesia-http.py | 0 .../07-interruptible-openai-responses-http.py | 0 .../07-interruptible-openai-responses.py | 0 .../{foundational => }/07-interruptible.py | 0 .../07a-interruptible-speechmatics-vad.py | 0 .../07a-interruptible-speechmatics.py | 0 .../07b-interruptible-langchain.py | 0 ...c-interruptible-deepgram-flux-sagemaker.py | 0 .../07c-interruptible-deepgram-flux.py | 0 .../07c-interruptible-deepgram-http.py | 0 .../07c-interruptible-deepgram-sagemaker.py | 0 .../07c-interruptible-deepgram-vad.py | 0 .../07c-interruptible-deepgram.py | 0 .../07d-interruptible-elevenlabs-http.py | 0 .../07d-interruptible-elevenlabs.py | 0 .../07e-interruptible-xai.py | 0 .../07f-interruptible-azure-http.py | 0 .../07f-interruptible-azure.py | 0 .../07g-interruptible-openai-http.py | 0 .../07g-interruptible-openai.py | 0 .../07i-interruptible-xtts.py | 0 .../07j-interruptible-gladia-vad.py | 0 .../07j-interruptible-gladia.py | 0 .../07k-interruptible-lmnt.py | 0 .../07l-interruptible-groq.py | 0 .../07m-interruptible-aws-strands.py | 0 .../07m-interruptible-aws.py | 0 .../07n-interruptible-gemini-image.py | 3 - .../07n-interruptible-gemini.py | 0 .../07n-interruptible-google-http.py | 0 .../07n-interruptible-google.py | 0 ...interruptible-assemblyai-turn-detection.py | 0 .../07o-interruptible-assemblyai.py | 0 .../07p-interruptible-krisp-viva.py | 0 .../07q-interruptible-rime-http.py | 0 .../07q-interruptible-rime.py | 0 .../07r-interruptible-nvidia.py | 0 .../07s-interruptible-google-audio-in.py | 0 .../07t-interruptible-fish.py | 0 .../07v-interruptible-neuphonic-http.py | 0 .../07v-interruptible-neuphonic.py | 0 .../07w-interruptible-fal.py | 0 .../07x-interruptible-local.py | 0 .../07y-interruptible-minimax.py | 0 .../07z-interruptible-sarvam-http.py | 0 .../07z-interruptible-sarvam.py | 0 .../07za-interruptible-soniox.py | 0 .../07zb-interruptible-inworld-http.py | 0 .../07zb-interruptible-inworld.py | 0 .../07zc-interruptible-asyncai-http.py | 0 .../07zc-interruptible-asyncai.py | 0 .../07zd-interruptible-aicoustics.py | 0 .../07ze-interruptible-hume.py | 0 .../07zf-interruptible-gradium.py | 0 .../07zg-interruptible-camb.py | 0 .../07zi-interruptible-piper.py | 0 .../07zj-interruptible-kokoro.py | 0 .../07zk-interruptible-resemble.py | 0 .../07zl-interruptible-smallest.py | 0 .../08-custom-frame-processor.py | 0 examples/{foundational => }/09-mirror.py | 0 .../{foundational => }/09a-local-mirror.py | 0 examples/{foundational => }/10-wake-phrase.py | 0 .../{foundational => }/11-sound-effects.py | 0 ...12-describe-image-openai-responses-http.py | 0 .../12-describe-image-openai-responses.py | 0 .../12-describe-image-openai.py | 0 .../12a-describe-image-anthropic.py | 0 .../12b-describe-image-aws.py | 0 .../12c-describe-image-gemini-flash.py | 0 .../12d-describe-image-moondream.py | 0 .../13-whisper-transcription.py | 0 .../{foundational => }/13a-whisper-local.py | 0 .../13b-deepgram-transcription.py | 0 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.../16-gpu-container-local-bot.py | 0 .../{foundational => }/17-detect-user-idle.py | 0 .../18-gstreamer-filesrc.py | 0 .../18a-gstreamer-videotestsrc.py | 0 .../19-openai-realtime-beta.py | 0 .../{foundational => }/19-openai-realtime.py | 0 .../19a-azure-realtime-beta.py | 0 .../{foundational => }/19a-azure-realtime.py | 0 .../19b-openai-realtime-beta-text.py | 0 .../19b-openai-realtime-text.py | 0 .../19c-openai-realtime-live-video.py | 0 ...ersistent-context-openai-responses-http.py | 0 ...20a-persistent-context-openai-responses.py | 0 .../20a-persistent-context-openai.py | 0 ...persistent-context-openai-realtime-beta.py | 0 .../20b-persistent-context-openai-realtime.py | 0 .../20c-persistent-context-anthropic.py | 0 .../20d-persistent-context-gemini.py | 0 .../20e-persistent-context-aws-nova-sonic.py | 0 .../20f-persistent-context-grok-realtime.py | 0 .../{foundational => }/21-tavus-transport.py | 0 .../21a-tavus-video-service.py | 0 .../22-filter-incomplete-turns.py | 0 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rename examples/{foundational => }/55zzm-update-settings-speechmatics-tts.py (100%) rename examples/{foundational => }/55zzn-update-settings-groq-stt.py (100%) rename examples/{foundational => }/55zzp-update-settings-xtts-tts.py (100%) rename examples/{foundational => }/55zzq-update-settings-sarvam-llm.py (100%) rename examples/{foundational => }/56-lemonslice-transport.py (100%) rename examples/{foundational => }/57-custom-video-track.py (98%) rename examples/{foundational => }/assets/cat.jpg (100%) rename examples/{foundational => }/assets/ding1.wav (100%) rename examples/{foundational => }/assets/ding2.wav (100%) rename examples/{foundational => }/assets/moondream.png (100%) rename examples/{foundational => }/assets/office-ambience-24000-mono.mp3 (100%) rename examples/{foundational => }/assets/rag-content.txt (100%) rename examples/{foundational => }/assets/sc-default.png (100%) rename examples/{foundational => }/assets/sc-listen-1.png (100%) rename examples/{foundational => }/assets/sc-listen-2.png (100%) rename examples/{foundational => }/assets/sc-talk.png (100%) rename examples/{foundational => }/assets/sc-think-1.png (100%) rename examples/{foundational => }/assets/sc-think-2.png (100%) rename examples/{foundational => }/assets/sc-think-3.png (100%) rename examples/{foundational => }/assets/sc-think-4.png (100%) rename examples/{foundational => }/assets/speaking.png (100%) rename examples/{foundational => }/assets/waiting.png (100%) delete mode 100644 examples/foundational/README.md diff --git a/.claude/skills/cleanup/SKILL.md b/.claude/skills/cleanup/SKILL.md index 91a61db39..106aac6ac 100644 --- a/.claude/skills/cleanup/SKILL.md +++ b/.claude/skills/cleanup/SKILL.md @@ -144,7 +144,7 @@ class InputParams(BaseModel): #### Examples -Validated against `examples/foundational/07-interruptible.py`: +Validated against `examples/07-interruptible.py`: - Proper `create_transport()` usage - Correct pipeline structure diff --git a/COMMUNITY_INTEGRATIONS.md b/COMMUNITY_INTEGRATIONS.md index ab45171d7..8163e3052 100644 --- a/COMMUNITY_INTEGRATIONS.md +++ b/COMMUNITY_INTEGRATIONS.md @@ -23,7 +23,7 @@ Create your integration following the patterns and examples shown in the "Integr Your repository must contain these components: - **Source code** - Complete implementation following Pipecat patterns -- **Foundational example** - Single file example showing basic usage (see [Pipecat examples](https://github.com/pipecat-ai/pipecat/tree/main/examples/foundational)) +- **Foundational example** - Single file example showing basic usage (see [Pipecat examples](https://github.com/pipecat-ai/pipecat/tree/main/examples)) - **README.md** - Must include: - Introduction and explanation of your integration - Installation instructions diff --git a/README.md b/README.md index 696e836b4..78b359d07 100644 --- a/README.md +++ b/README.md @@ -80,7 +80,7 @@ Catch new features, interviews, and how-tos on our [Pipecat TV](https://www.yout
  - +

## 🧩 Available services @@ -142,7 +142,7 @@ You can get started with Pipecat running on your local machine, then move your a ## 🧪 Code examples -- [Foundational](https://github.com/pipecat-ai/pipecat/tree/main/examples/foundational) — small snippets that build on each other, introducing one or two concepts at a time +- [Foundational](https://github.com/pipecat-ai/pipecat/tree/main/examples) — small snippets that build on each other, introducing one or two concepts at a time - [Example apps](https://github.com/pipecat-ai/pipecat-examples) — complete applications that you can use as starting points for development ## 🛠️ Contributing to the framework diff --git a/examples/foundational/01-say-one-thing-piper.py b/examples/01-say-one-thing-piper.py similarity index 100% rename from examples/foundational/01-say-one-thing-piper.py rename to examples/01-say-one-thing-piper.py diff --git a/examples/foundational/01-say-one-thing-rime.py b/examples/01-say-one-thing-rime.py similarity index 100% rename from examples/foundational/01-say-one-thing-rime.py rename to examples/01-say-one-thing-rime.py diff --git a/examples/foundational/01-say-one-thing.py b/examples/01-say-one-thing.py similarity index 100% rename from examples/foundational/01-say-one-thing.py rename to examples/01-say-one-thing.py diff --git a/examples/foundational/01a-local-audio.py b/examples/01a-local-audio.py similarity index 100% rename from examples/foundational/01a-local-audio.py rename to examples/01a-local-audio.py diff --git a/examples/foundational/01b-livekit-audio.py b/examples/01b-livekit-audio.py similarity index 100% rename from examples/foundational/01b-livekit-audio.py rename to examples/01b-livekit-audio.py diff --git a/examples/foundational/01c-nvidia-riva-tts.py b/examples/01c-nvidia-riva-tts.py similarity index 100% rename from examples/foundational/01c-nvidia-riva-tts.py rename to examples/01c-nvidia-riva-tts.py diff --git a/examples/foundational/02-llm-say-one-thing.py b/examples/02-llm-say-one-thing.py similarity index 100% rename from examples/foundational/02-llm-say-one-thing.py rename to examples/02-llm-say-one-thing.py diff --git a/examples/foundational/03-still-frame.py b/examples/03-still-frame.py similarity index 100% rename from examples/foundational/03-still-frame.py rename to examples/03-still-frame.py diff --git a/examples/foundational/03a-local-still-frame.py b/examples/03a-local-still-frame.py similarity index 100% rename from examples/foundational/03a-local-still-frame.py rename to examples/03a-local-still-frame.py diff --git a/examples/foundational/03b-still-frame-imagen.py b/examples/03b-still-frame-imagen.py similarity index 100% rename from examples/foundational/03b-still-frame-imagen.py rename to examples/03b-still-frame-imagen.py diff --git a/examples/foundational/04-transports-small-webrtc.py b/examples/04-transports-small-webrtc.py similarity index 100% rename from examples/foundational/04-transports-small-webrtc.py rename to examples/04-transports-small-webrtc.py diff --git a/examples/foundational/04a-transports-daily.py b/examples/04a-transports-daily.py similarity index 100% rename from examples/foundational/04a-transports-daily.py rename to examples/04a-transports-daily.py diff --git a/examples/foundational/04b-transports-livekit.py b/examples/04b-transports-livekit.py similarity index 100% rename from examples/foundational/04b-transports-livekit.py rename to examples/04b-transports-livekit.py diff --git a/examples/foundational/05-sync-speech-and-image.py b/examples/05-sync-speech-and-image.py similarity index 100% rename from examples/foundational/05-sync-speech-and-image.py rename to examples/05-sync-speech-and-image.py diff --git a/examples/foundational/06-listen-and-respond.py b/examples/06-listen-and-respond.py similarity index 100% rename from examples/foundational/06-listen-and-respond.py rename to examples/06-listen-and-respond.py diff --git a/examples/foundational/06a-image-sync.py b/examples/06a-image-sync.py similarity index 100% rename from examples/foundational/06a-image-sync.py rename to examples/06a-image-sync.py diff --git a/examples/foundational/07-interruptible-cartesia-http.py b/examples/07-interruptible-cartesia-http.py similarity index 100% rename from examples/foundational/07-interruptible-cartesia-http.py rename to examples/07-interruptible-cartesia-http.py diff --git a/examples/foundational/07-interruptible-openai-responses-http.py b/examples/07-interruptible-openai-responses-http.py similarity index 100% rename from examples/foundational/07-interruptible-openai-responses-http.py rename to examples/07-interruptible-openai-responses-http.py diff --git a/examples/foundational/07-interruptible-openai-responses.py b/examples/07-interruptible-openai-responses.py similarity index 100% rename from examples/foundational/07-interruptible-openai-responses.py rename to examples/07-interruptible-openai-responses.py diff --git a/examples/foundational/07-interruptible.py b/examples/07-interruptible.py similarity index 100% rename from examples/foundational/07-interruptible.py rename to examples/07-interruptible.py diff --git a/examples/foundational/07a-interruptible-speechmatics-vad.py b/examples/07a-interruptible-speechmatics-vad.py similarity index 100% rename from examples/foundational/07a-interruptible-speechmatics-vad.py rename to examples/07a-interruptible-speechmatics-vad.py diff --git a/examples/foundational/07a-interruptible-speechmatics.py b/examples/07a-interruptible-speechmatics.py similarity index 100% rename from examples/foundational/07a-interruptible-speechmatics.py rename to examples/07a-interruptible-speechmatics.py diff --git a/examples/foundational/07b-interruptible-langchain.py b/examples/07b-interruptible-langchain.py similarity index 100% rename from examples/foundational/07b-interruptible-langchain.py rename to examples/07b-interruptible-langchain.py diff --git a/examples/foundational/07c-interruptible-deepgram-flux-sagemaker.py b/examples/07c-interruptible-deepgram-flux-sagemaker.py similarity index 100% rename from examples/foundational/07c-interruptible-deepgram-flux-sagemaker.py rename to examples/07c-interruptible-deepgram-flux-sagemaker.py diff --git a/examples/foundational/07c-interruptible-deepgram-flux.py b/examples/07c-interruptible-deepgram-flux.py similarity index 100% rename from examples/foundational/07c-interruptible-deepgram-flux.py rename to examples/07c-interruptible-deepgram-flux.py diff --git a/examples/foundational/07c-interruptible-deepgram-http.py b/examples/07c-interruptible-deepgram-http.py similarity index 100% rename from examples/foundational/07c-interruptible-deepgram-http.py rename to examples/07c-interruptible-deepgram-http.py diff --git a/examples/foundational/07c-interruptible-deepgram-sagemaker.py b/examples/07c-interruptible-deepgram-sagemaker.py similarity index 100% rename from examples/foundational/07c-interruptible-deepgram-sagemaker.py rename to examples/07c-interruptible-deepgram-sagemaker.py diff --git a/examples/foundational/07c-interruptible-deepgram-vad.py b/examples/07c-interruptible-deepgram-vad.py similarity index 100% rename from examples/foundational/07c-interruptible-deepgram-vad.py rename to examples/07c-interruptible-deepgram-vad.py diff --git a/examples/foundational/07c-interruptible-deepgram.py b/examples/07c-interruptible-deepgram.py similarity index 100% rename from examples/foundational/07c-interruptible-deepgram.py rename to examples/07c-interruptible-deepgram.py diff --git a/examples/foundational/07d-interruptible-elevenlabs-http.py b/examples/07d-interruptible-elevenlabs-http.py similarity index 100% rename from examples/foundational/07d-interruptible-elevenlabs-http.py rename to examples/07d-interruptible-elevenlabs-http.py diff --git a/examples/foundational/07d-interruptible-elevenlabs.py b/examples/07d-interruptible-elevenlabs.py similarity index 100% rename from examples/foundational/07d-interruptible-elevenlabs.py rename to examples/07d-interruptible-elevenlabs.py diff --git a/examples/foundational/07e-interruptible-xai.py b/examples/07e-interruptible-xai.py similarity index 100% rename from examples/foundational/07e-interruptible-xai.py rename to examples/07e-interruptible-xai.py diff --git a/examples/foundational/07f-interruptible-azure-http.py b/examples/07f-interruptible-azure-http.py similarity index 100% rename from examples/foundational/07f-interruptible-azure-http.py rename to examples/07f-interruptible-azure-http.py diff --git a/examples/foundational/07f-interruptible-azure.py b/examples/07f-interruptible-azure.py similarity index 100% rename from examples/foundational/07f-interruptible-azure.py rename to examples/07f-interruptible-azure.py diff --git a/examples/foundational/07g-interruptible-openai-http.py b/examples/07g-interruptible-openai-http.py similarity index 100% rename from examples/foundational/07g-interruptible-openai-http.py rename to examples/07g-interruptible-openai-http.py diff --git a/examples/foundational/07g-interruptible-openai.py b/examples/07g-interruptible-openai.py similarity index 100% rename from examples/foundational/07g-interruptible-openai.py rename to examples/07g-interruptible-openai.py diff --git a/examples/foundational/07i-interruptible-xtts.py b/examples/07i-interruptible-xtts.py similarity index 100% rename from examples/foundational/07i-interruptible-xtts.py rename to examples/07i-interruptible-xtts.py diff --git a/examples/foundational/07j-interruptible-gladia-vad.py b/examples/07j-interruptible-gladia-vad.py similarity index 100% rename from examples/foundational/07j-interruptible-gladia-vad.py rename to examples/07j-interruptible-gladia-vad.py diff --git a/examples/foundational/07j-interruptible-gladia.py b/examples/07j-interruptible-gladia.py similarity index 100% rename from examples/foundational/07j-interruptible-gladia.py rename to examples/07j-interruptible-gladia.py diff --git a/examples/foundational/07k-interruptible-lmnt.py b/examples/07k-interruptible-lmnt.py similarity index 100% rename from examples/foundational/07k-interruptible-lmnt.py rename to examples/07k-interruptible-lmnt.py diff --git a/examples/foundational/07l-interruptible-groq.py b/examples/07l-interruptible-groq.py similarity index 100% rename from examples/foundational/07l-interruptible-groq.py rename to examples/07l-interruptible-groq.py diff --git a/examples/foundational/07m-interruptible-aws-strands.py b/examples/07m-interruptible-aws-strands.py similarity index 100% rename from examples/foundational/07m-interruptible-aws-strands.py rename to examples/07m-interruptible-aws-strands.py diff --git a/examples/foundational/07m-interruptible-aws.py b/examples/07m-interruptible-aws.py similarity index 100% rename from examples/foundational/07m-interruptible-aws.py rename to examples/07m-interruptible-aws.py diff --git a/examples/foundational/07n-interruptible-gemini-image.py b/examples/07n-interruptible-gemini-image.py similarity index 98% rename from examples/foundational/07n-interruptible-gemini-image.py rename to examples/07n-interruptible-gemini-image.py index cb20178c5..80f115390 100644 --- a/examples/foundational/07n-interruptible-gemini-image.py +++ b/examples/07n-interruptible-gemini-image.py @@ -13,9 +13,6 @@ Features showcased: - Gemini LLM for conversation and image generation - Google TTS and STT -Run with: - python examples/foundational/07n-interruptible-gemini-image.py - Make sure to set your environment variables: export GOOGLE_API_KEY=your_api_key_here """ diff --git a/examples/foundational/07n-interruptible-gemini.py b/examples/07n-interruptible-gemini.py similarity index 100% rename from examples/foundational/07n-interruptible-gemini.py rename to examples/07n-interruptible-gemini.py diff --git a/examples/foundational/07n-interruptible-google-http.py b/examples/07n-interruptible-google-http.py similarity index 100% rename from examples/foundational/07n-interruptible-google-http.py rename to examples/07n-interruptible-google-http.py diff --git a/examples/foundational/07n-interruptible-google.py b/examples/07n-interruptible-google.py similarity index 100% rename from examples/foundational/07n-interruptible-google.py rename to examples/07n-interruptible-google.py diff --git a/examples/foundational/07o-interruptible-assemblyai-turn-detection.py b/examples/07o-interruptible-assemblyai-turn-detection.py similarity index 100% rename from examples/foundational/07o-interruptible-assemblyai-turn-detection.py rename to examples/07o-interruptible-assemblyai-turn-detection.py diff --git a/examples/foundational/07o-interruptible-assemblyai.py b/examples/07o-interruptible-assemblyai.py similarity index 100% rename from examples/foundational/07o-interruptible-assemblyai.py rename to examples/07o-interruptible-assemblyai.py diff --git a/examples/foundational/07p-interruptible-krisp-viva.py b/examples/07p-interruptible-krisp-viva.py similarity index 100% rename from examples/foundational/07p-interruptible-krisp-viva.py rename to examples/07p-interruptible-krisp-viva.py diff --git a/examples/foundational/07q-interruptible-rime-http.py b/examples/07q-interruptible-rime-http.py similarity index 100% rename from examples/foundational/07q-interruptible-rime-http.py rename to examples/07q-interruptible-rime-http.py diff --git a/examples/foundational/07q-interruptible-rime.py b/examples/07q-interruptible-rime.py similarity index 100% rename from examples/foundational/07q-interruptible-rime.py rename to examples/07q-interruptible-rime.py diff --git a/examples/foundational/07r-interruptible-nvidia.py b/examples/07r-interruptible-nvidia.py similarity index 100% rename from examples/foundational/07r-interruptible-nvidia.py rename to examples/07r-interruptible-nvidia.py diff --git a/examples/foundational/07s-interruptible-google-audio-in.py b/examples/07s-interruptible-google-audio-in.py similarity index 100% rename from examples/foundational/07s-interruptible-google-audio-in.py rename to examples/07s-interruptible-google-audio-in.py diff --git a/examples/foundational/07t-interruptible-fish.py b/examples/07t-interruptible-fish.py similarity index 100% rename from examples/foundational/07t-interruptible-fish.py rename to examples/07t-interruptible-fish.py diff --git a/examples/foundational/07v-interruptible-neuphonic-http.py b/examples/07v-interruptible-neuphonic-http.py similarity index 100% rename from examples/foundational/07v-interruptible-neuphonic-http.py rename to examples/07v-interruptible-neuphonic-http.py diff --git a/examples/foundational/07v-interruptible-neuphonic.py b/examples/07v-interruptible-neuphonic.py similarity index 100% rename from examples/foundational/07v-interruptible-neuphonic.py rename to examples/07v-interruptible-neuphonic.py diff --git a/examples/foundational/07w-interruptible-fal.py b/examples/07w-interruptible-fal.py similarity index 100% rename from examples/foundational/07w-interruptible-fal.py rename to examples/07w-interruptible-fal.py diff --git a/examples/foundational/07x-interruptible-local.py b/examples/07x-interruptible-local.py similarity index 100% rename from examples/foundational/07x-interruptible-local.py rename to examples/07x-interruptible-local.py diff --git a/examples/foundational/07y-interruptible-minimax.py b/examples/07y-interruptible-minimax.py similarity index 100% rename from examples/foundational/07y-interruptible-minimax.py rename to examples/07y-interruptible-minimax.py diff --git a/examples/foundational/07z-interruptible-sarvam-http.py b/examples/07z-interruptible-sarvam-http.py similarity index 100% rename from examples/foundational/07z-interruptible-sarvam-http.py rename to examples/07z-interruptible-sarvam-http.py diff --git a/examples/foundational/07z-interruptible-sarvam.py b/examples/07z-interruptible-sarvam.py similarity index 100% rename from examples/foundational/07z-interruptible-sarvam.py rename to examples/07z-interruptible-sarvam.py diff --git a/examples/foundational/07za-interruptible-soniox.py b/examples/07za-interruptible-soniox.py similarity index 100% rename from examples/foundational/07za-interruptible-soniox.py rename to examples/07za-interruptible-soniox.py diff --git a/examples/foundational/07zb-interruptible-inworld-http.py b/examples/07zb-interruptible-inworld-http.py similarity index 100% rename from examples/foundational/07zb-interruptible-inworld-http.py rename to examples/07zb-interruptible-inworld-http.py diff --git a/examples/foundational/07zb-interruptible-inworld.py b/examples/07zb-interruptible-inworld.py similarity index 100% rename from examples/foundational/07zb-interruptible-inworld.py rename to examples/07zb-interruptible-inworld.py diff --git a/examples/foundational/07zc-interruptible-asyncai-http.py b/examples/07zc-interruptible-asyncai-http.py similarity index 100% rename from examples/foundational/07zc-interruptible-asyncai-http.py rename to examples/07zc-interruptible-asyncai-http.py diff --git a/examples/foundational/07zc-interruptible-asyncai.py b/examples/07zc-interruptible-asyncai.py similarity index 100% rename from examples/foundational/07zc-interruptible-asyncai.py rename to examples/07zc-interruptible-asyncai.py diff --git a/examples/foundational/07zd-interruptible-aicoustics.py b/examples/07zd-interruptible-aicoustics.py similarity index 100% rename from examples/foundational/07zd-interruptible-aicoustics.py rename to examples/07zd-interruptible-aicoustics.py diff --git a/examples/foundational/07ze-interruptible-hume.py b/examples/07ze-interruptible-hume.py similarity index 100% rename from examples/foundational/07ze-interruptible-hume.py rename to examples/07ze-interruptible-hume.py diff --git a/examples/foundational/07zf-interruptible-gradium.py b/examples/07zf-interruptible-gradium.py similarity index 100% rename from examples/foundational/07zf-interruptible-gradium.py rename to examples/07zf-interruptible-gradium.py diff --git a/examples/foundational/07zg-interruptible-camb.py b/examples/07zg-interruptible-camb.py similarity index 100% rename from examples/foundational/07zg-interruptible-camb.py rename to examples/07zg-interruptible-camb.py diff --git a/examples/foundational/07zi-interruptible-piper.py b/examples/07zi-interruptible-piper.py similarity index 100% rename from examples/foundational/07zi-interruptible-piper.py rename to examples/07zi-interruptible-piper.py diff --git a/examples/foundational/07zj-interruptible-kokoro.py b/examples/07zj-interruptible-kokoro.py similarity index 100% rename from examples/foundational/07zj-interruptible-kokoro.py rename to examples/07zj-interruptible-kokoro.py diff --git a/examples/foundational/07zk-interruptible-resemble.py b/examples/07zk-interruptible-resemble.py similarity index 100% rename from examples/foundational/07zk-interruptible-resemble.py rename to examples/07zk-interruptible-resemble.py diff --git a/examples/foundational/07zl-interruptible-smallest.py b/examples/07zl-interruptible-smallest.py similarity index 100% rename from examples/foundational/07zl-interruptible-smallest.py rename to examples/07zl-interruptible-smallest.py diff --git a/examples/foundational/08-custom-frame-processor.py b/examples/08-custom-frame-processor.py similarity index 100% rename from examples/foundational/08-custom-frame-processor.py rename to examples/08-custom-frame-processor.py diff --git a/examples/foundational/09-mirror.py b/examples/09-mirror.py similarity index 100% rename from examples/foundational/09-mirror.py rename to examples/09-mirror.py diff --git a/examples/foundational/09a-local-mirror.py b/examples/09a-local-mirror.py similarity index 100% rename from examples/foundational/09a-local-mirror.py rename to examples/09a-local-mirror.py diff --git a/examples/foundational/10-wake-phrase.py b/examples/10-wake-phrase.py similarity index 100% rename from examples/foundational/10-wake-phrase.py rename to examples/10-wake-phrase.py diff --git a/examples/foundational/11-sound-effects.py b/examples/11-sound-effects.py similarity index 100% rename from examples/foundational/11-sound-effects.py rename to examples/11-sound-effects.py diff --git a/examples/foundational/12-describe-image-openai-responses-http.py b/examples/12-describe-image-openai-responses-http.py similarity index 100% rename from examples/foundational/12-describe-image-openai-responses-http.py rename to examples/12-describe-image-openai-responses-http.py diff --git a/examples/foundational/12-describe-image-openai-responses.py b/examples/12-describe-image-openai-responses.py similarity index 100% rename from examples/foundational/12-describe-image-openai-responses.py rename to examples/12-describe-image-openai-responses.py diff --git a/examples/foundational/12-describe-image-openai.py b/examples/12-describe-image-openai.py similarity index 100% rename from examples/foundational/12-describe-image-openai.py rename to examples/12-describe-image-openai.py diff --git a/examples/foundational/12a-describe-image-anthropic.py b/examples/12a-describe-image-anthropic.py similarity index 100% rename from examples/foundational/12a-describe-image-anthropic.py rename to examples/12a-describe-image-anthropic.py diff --git a/examples/foundational/12b-describe-image-aws.py b/examples/12b-describe-image-aws.py similarity index 100% rename from examples/foundational/12b-describe-image-aws.py rename to examples/12b-describe-image-aws.py diff --git a/examples/foundational/12c-describe-image-gemini-flash.py b/examples/12c-describe-image-gemini-flash.py similarity index 100% rename from examples/foundational/12c-describe-image-gemini-flash.py rename to examples/12c-describe-image-gemini-flash.py diff --git a/examples/foundational/12d-describe-image-moondream.py b/examples/12d-describe-image-moondream.py similarity index 100% rename from examples/foundational/12d-describe-image-moondream.py rename to examples/12d-describe-image-moondream.py diff --git a/examples/foundational/13-whisper-transcription.py b/examples/13-whisper-transcription.py similarity index 100% rename from examples/foundational/13-whisper-transcription.py rename to examples/13-whisper-transcription.py diff --git a/examples/foundational/13a-whisper-local.py b/examples/13a-whisper-local.py similarity index 100% rename from examples/foundational/13a-whisper-local.py rename to examples/13a-whisper-local.py diff --git a/examples/foundational/13b-deepgram-transcription.py b/examples/13b-deepgram-transcription.py similarity index 100% rename from examples/foundational/13b-deepgram-transcription.py rename to examples/13b-deepgram-transcription.py diff --git a/examples/foundational/13c-gladia-transcription.py b/examples/13c-gladia-transcription.py similarity index 100% rename from examples/foundational/13c-gladia-transcription.py rename to examples/13c-gladia-transcription.py diff --git a/examples/foundational/13c-gladia-translation.py b/examples/13c-gladia-translation.py similarity index 100% rename from examples/foundational/13c-gladia-translation.py rename to examples/13c-gladia-translation.py diff --git a/examples/foundational/13d-assemblyai-transcription.py b/examples/13d-assemblyai-transcription.py similarity index 100% rename from examples/foundational/13d-assemblyai-transcription.py rename to examples/13d-assemblyai-transcription.py diff --git a/examples/foundational/13e-whisper-mlx.py b/examples/13e-whisper-mlx.py similarity index 100% rename from examples/foundational/13e-whisper-mlx.py rename to examples/13e-whisper-mlx.py diff --git a/examples/foundational/13f-cartesia-transcription.py b/examples/13f-cartesia-transcription.py similarity index 100% rename from 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examples/14d-function-calling-gemini-flash-video.py diff --git a/examples/foundational/14d-function-calling-moondream-video.py b/examples/14d-function-calling-moondream-video.py similarity index 100% rename from examples/foundational/14d-function-calling-moondream-video.py rename to examples/14d-function-calling-moondream-video.py diff --git a/examples/foundational/14d-function-calling-openai-responses-video-http.py b/examples/14d-function-calling-openai-responses-video-http.py similarity index 100% rename from examples/foundational/14d-function-calling-openai-responses-video-http.py rename to examples/14d-function-calling-openai-responses-video-http.py diff --git a/examples/foundational/14d-function-calling-openai-responses-video.py b/examples/14d-function-calling-openai-responses-video.py similarity index 100% rename from examples/foundational/14d-function-calling-openai-responses-video.py rename to examples/14d-function-calling-openai-responses-video.py diff --git a/examples/foundational/14d-function-calling-openai-video.py b/examples/14d-function-calling-openai-video.py similarity index 100% rename from examples/foundational/14d-function-calling-openai-video.py rename to examples/14d-function-calling-openai-video.py diff --git a/examples/foundational/14e-function-calling-google.py b/examples/14e-function-calling-google.py similarity index 100% rename from examples/foundational/14e-function-calling-google.py rename to examples/14e-function-calling-google.py diff --git a/examples/foundational/14f-function-calling-groq.py b/examples/14f-function-calling-groq.py similarity index 100% rename from examples/foundational/14f-function-calling-groq.py rename to examples/14f-function-calling-groq.py diff --git a/examples/foundational/14g-function-calling-grok.py b/examples/14g-function-calling-grok.py similarity index 100% rename from examples/foundational/14g-function-calling-grok.py rename to examples/14g-function-calling-grok.py diff --git a/examples/foundational/14h-function-calling-azure.py b/examples/14h-function-calling-azure.py similarity index 100% rename from examples/foundational/14h-function-calling-azure.py rename to examples/14h-function-calling-azure.py diff --git a/examples/foundational/14i-function-calling-fireworks.py b/examples/14i-function-calling-fireworks.py similarity index 100% rename from examples/foundational/14i-function-calling-fireworks.py rename to examples/14i-function-calling-fireworks.py diff --git a/examples/foundational/14j-function-calling-nvidia.py b/examples/14j-function-calling-nvidia.py similarity index 100% rename from examples/foundational/14j-function-calling-nvidia.py rename to examples/14j-function-calling-nvidia.py diff --git a/examples/foundational/14k-function-calling-cerebras.py b/examples/14k-function-calling-cerebras.py similarity index 100% rename from examples/foundational/14k-function-calling-cerebras.py rename to examples/14k-function-calling-cerebras.py diff --git a/examples/foundational/14l-function-calling-deepseek.py b/examples/14l-function-calling-deepseek.py similarity index 100% rename from examples/foundational/14l-function-calling-deepseek.py rename to examples/14l-function-calling-deepseek.py diff --git a/examples/foundational/14m-function-calling-openrouter.py b/examples/14m-function-calling-openrouter.py similarity index 100% rename from examples/foundational/14m-function-calling-openrouter.py rename to examples/14m-function-calling-openrouter.py diff --git a/examples/foundational/14n-function-calling-perplexity.py b/examples/14n-function-calling-perplexity.py similarity index 100% rename from examples/foundational/14n-function-calling-perplexity.py rename to examples/14n-function-calling-perplexity.py diff --git a/examples/foundational/14o-function-calling-gemini-openai-format.py b/examples/14o-function-calling-gemini-openai-format.py similarity index 100% rename from examples/foundational/14o-function-calling-gemini-openai-format.py 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examples/foundational/14s-function-calling-sambanova.py rename to examples/14s-function-calling-sambanova.py diff --git a/examples/foundational/14t-function-calling-direct.py b/examples/14t-function-calling-direct.py similarity index 100% rename from examples/foundational/14t-function-calling-direct.py rename to examples/14t-function-calling-direct.py diff --git a/examples/foundational/14u-function-calling-ollama.py b/examples/14u-function-calling-ollama.py similarity index 100% rename from examples/foundational/14u-function-calling-ollama.py rename to examples/14u-function-calling-ollama.py diff --git a/examples/foundational/14v-function-calling-nebius.py b/examples/14v-function-calling-nebius.py similarity index 100% rename from examples/foundational/14v-function-calling-nebius.py rename to examples/14v-function-calling-nebius.py diff --git a/examples/foundational/14w-function-calling-mistral.py b/examples/14w-function-calling-mistral.py similarity index 100% rename from examples/foundational/14w-function-calling-mistral.py rename to examples/14w-function-calling-mistral.py diff --git a/examples/foundational/14y-function-calling-sarvam.py b/examples/14y-function-calling-sarvam.py similarity index 100% rename from examples/foundational/14y-function-calling-sarvam.py rename to examples/14y-function-calling-sarvam.py diff --git a/examples/foundational/14z-function-calling-novita.py b/examples/14z-function-calling-novita.py similarity index 100% rename from examples/foundational/14z-function-calling-novita.py rename to examples/14z-function-calling-novita.py diff --git a/examples/foundational/15-switch-voices.py b/examples/15-switch-voices.py similarity index 100% rename from examples/foundational/15-switch-voices.py rename to examples/15-switch-voices.py diff --git a/examples/foundational/15a-switch-languages.py b/examples/15a-switch-languages.py similarity index 100% rename from examples/foundational/15a-switch-languages.py rename to examples/15a-switch-languages.py diff --git a/examples/foundational/16-gpu-container-local-bot.py b/examples/16-gpu-container-local-bot.py similarity index 100% rename from examples/foundational/16-gpu-container-local-bot.py rename to examples/16-gpu-container-local-bot.py diff --git a/examples/foundational/17-detect-user-idle.py b/examples/17-detect-user-idle.py similarity index 100% rename from examples/foundational/17-detect-user-idle.py rename to examples/17-detect-user-idle.py diff --git a/examples/foundational/18-gstreamer-filesrc.py b/examples/18-gstreamer-filesrc.py similarity index 100% rename from examples/foundational/18-gstreamer-filesrc.py rename to examples/18-gstreamer-filesrc.py diff --git a/examples/foundational/18a-gstreamer-videotestsrc.py b/examples/18a-gstreamer-videotestsrc.py similarity index 100% rename from examples/foundational/18a-gstreamer-videotestsrc.py rename to examples/18a-gstreamer-videotestsrc.py diff --git a/examples/foundational/19-openai-realtime-beta.py b/examples/19-openai-realtime-beta.py similarity index 100% rename from examples/foundational/19-openai-realtime-beta.py rename to examples/19-openai-realtime-beta.py diff --git a/examples/foundational/19-openai-realtime.py b/examples/19-openai-realtime.py similarity index 100% rename from examples/foundational/19-openai-realtime.py rename to examples/19-openai-realtime.py diff --git a/examples/foundational/19a-azure-realtime-beta.py b/examples/19a-azure-realtime-beta.py similarity index 100% rename from examples/foundational/19a-azure-realtime-beta.py rename to examples/19a-azure-realtime-beta.py diff --git a/examples/foundational/19a-azure-realtime.py b/examples/19a-azure-realtime.py similarity index 100% rename from examples/foundational/19a-azure-realtime.py rename to examples/19a-azure-realtime.py diff --git a/examples/foundational/19b-openai-realtime-beta-text.py b/examples/19b-openai-realtime-beta-text.py similarity index 100% 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b/examples/20a-persistent-context-openai-responses.py similarity index 100% rename from examples/foundational/20a-persistent-context-openai-responses.py rename to examples/20a-persistent-context-openai-responses.py diff --git a/examples/foundational/20a-persistent-context-openai.py b/examples/20a-persistent-context-openai.py similarity index 100% rename from examples/foundational/20a-persistent-context-openai.py rename to examples/20a-persistent-context-openai.py diff --git a/examples/foundational/20b-persistent-context-openai-realtime-beta.py b/examples/20b-persistent-context-openai-realtime-beta.py similarity index 100% rename from examples/foundational/20b-persistent-context-openai-realtime-beta.py rename to examples/20b-persistent-context-openai-realtime-beta.py diff --git a/examples/foundational/20b-persistent-context-openai-realtime.py b/examples/20b-persistent-context-openai-realtime.py similarity index 100% rename from examples/foundational/20b-persistent-context-openai-realtime.py rename to examples/20b-persistent-context-openai-realtime.py diff --git a/examples/foundational/20c-persistent-context-anthropic.py b/examples/20c-persistent-context-anthropic.py similarity index 100% rename from examples/foundational/20c-persistent-context-anthropic.py rename to examples/20c-persistent-context-anthropic.py diff --git a/examples/foundational/20d-persistent-context-gemini.py b/examples/20d-persistent-context-gemini.py similarity index 100% rename from examples/foundational/20d-persistent-context-gemini.py rename to examples/20d-persistent-context-gemini.py diff --git a/examples/foundational/20e-persistent-context-aws-nova-sonic.py b/examples/20e-persistent-context-aws-nova-sonic.py similarity index 100% rename from examples/foundational/20e-persistent-context-aws-nova-sonic.py rename to examples/20e-persistent-context-aws-nova-sonic.py diff --git a/examples/foundational/20f-persistent-context-grok-realtime.py b/examples/20f-persistent-context-grok-realtime.py similarity index 100% rename from examples/foundational/20f-persistent-context-grok-realtime.py rename to examples/20f-persistent-context-grok-realtime.py diff --git a/examples/foundational/21-tavus-transport.py b/examples/21-tavus-transport.py similarity index 100% rename from examples/foundational/21-tavus-transport.py rename to examples/21-tavus-transport.py diff --git a/examples/foundational/21a-tavus-video-service.py b/examples/21a-tavus-video-service.py similarity index 100% rename from examples/foundational/21a-tavus-video-service.py rename to examples/21a-tavus-video-service.py diff --git a/examples/foundational/22-filter-incomplete-turns.py b/examples/22-filter-incomplete-turns.py similarity index 100% rename from examples/foundational/22-filter-incomplete-turns.py rename to examples/22-filter-incomplete-turns.py diff --git a/examples/foundational/23-bot-background-sound.py b/examples/23-bot-background-sound.py similarity index 100% rename from examples/foundational/23-bot-background-sound.py rename to examples/23-bot-background-sound.py diff --git a/examples/foundational/24-user-mute-strategy.py b/examples/24-user-mute-strategy.py similarity index 100% rename from examples/foundational/24-user-mute-strategy.py rename to examples/24-user-mute-strategy.py diff --git a/examples/foundational/25-google-audio-in.py b/examples/25-google-audio-in.py similarity index 100% rename from examples/foundational/25-google-audio-in.py rename to examples/25-google-audio-in.py diff --git a/examples/foundational/26-gemini-live.py b/examples/26-gemini-live.py similarity index 100% rename from examples/foundational/26-gemini-live.py rename to examples/26-gemini-live.py diff --git a/examples/foundational/26a-gemini-live-local-vad.py b/examples/26a-gemini-live-local-vad.py similarity index 100% rename from examples/foundational/26a-gemini-live-local-vad.py rename to examples/26a-gemini-live-local-vad.py diff --git a/examples/foundational/26b-gemini-live-function-calling.py b/examples/26b-gemini-live-function-calling.py similarity index 100% rename from examples/foundational/26b-gemini-live-function-calling.py rename to examples/26b-gemini-live-function-calling.py diff --git a/examples/foundational/26c-gemini-live-video.py b/examples/26c-gemini-live-video.py similarity index 100% rename from examples/foundational/26c-gemini-live-video.py rename to examples/26c-gemini-live-video.py diff --git a/examples/foundational/26e-gemini-live-google-search.py b/examples/26e-gemini-live-google-search.py similarity index 100% rename from examples/foundational/26e-gemini-live-google-search.py rename to examples/26e-gemini-live-google-search.py diff --git a/examples/foundational/26f-gemini-live-files-api.py b/examples/26f-gemini-live-files-api.py similarity index 100% rename from examples/foundational/26f-gemini-live-files-api.py rename to examples/26f-gemini-live-files-api.py diff --git a/examples/foundational/26g-gemini-live-groundingMetadata.py b/examples/26g-gemini-live-groundingMetadata.py similarity index 100% rename from examples/foundational/26g-gemini-live-groundingMetadata.py rename to examples/26g-gemini-live-groundingMetadata.py diff --git a/examples/foundational/26h-gemini-live-vertex-function-calling.py b/examples/26h-gemini-live-vertex-function-calling.py similarity index 100% rename from examples/foundational/26h-gemini-live-vertex-function-calling.py rename to examples/26h-gemini-live-vertex-function-calling.py diff --git a/examples/foundational/26i-gemini-live-graceful-end.py b/examples/26i-gemini-live-graceful-end.py similarity index 100% rename from examples/foundational/26i-gemini-live-graceful-end.py rename to examples/26i-gemini-live-graceful-end.py diff --git a/examples/foundational/27-simli-layer.py b/examples/27-simli-layer.py similarity index 100% rename from examples/foundational/27-simli-layer.py rename to examples/27-simli-layer.py diff --git a/examples/foundational/28-user-assistant-turns.py b/examples/28-user-assistant-turns.py similarity index 100% rename from examples/foundational/28-user-assistant-turns.py rename to examples/28-user-assistant-turns.py diff --git a/examples/foundational/29-turn-tracking-observer.py b/examples/29-turn-tracking-observer.py similarity index 100% rename from examples/foundational/29-turn-tracking-observer.py rename to examples/29-turn-tracking-observer.py diff --git a/examples/foundational/30-observer.py b/examples/30-observer.py similarity index 100% rename from examples/foundational/30-observer.py rename to examples/30-observer.py diff --git a/examples/foundational/31-heartbeats.py b/examples/31-heartbeats.py similarity index 100% rename from examples/foundational/31-heartbeats.py rename to examples/31-heartbeats.py diff --git a/examples/foundational/32-gemini-grounding-metadata.py b/examples/32-gemini-grounding-metadata.py similarity index 100% rename from examples/foundational/32-gemini-grounding-metadata.py rename to examples/32-gemini-grounding-metadata.py diff --git a/examples/foundational/33-gemini-rag.py b/examples/33-gemini-rag.py similarity index 100% rename from examples/foundational/33-gemini-rag.py rename to examples/33-gemini-rag.py diff --git a/examples/foundational/34-audio-recording.py b/examples/34-audio-recording.py similarity index 100% rename from examples/foundational/34-audio-recording.py rename to examples/34-audio-recording.py diff --git a/examples/foundational/35-pattern-pair-voice-switching.py b/examples/35-pattern-pair-voice-switching.py similarity index 100% rename from examples/foundational/35-pattern-pair-voice-switching.py rename to examples/35-pattern-pair-voice-switching.py diff --git a/examples/foundational/36-user-email-gathering.py b/examples/36-user-email-gathering.py similarity index 100% rename from examples/foundational/36-user-email-gathering.py rename to examples/36-user-email-gathering.py diff --git a/examples/foundational/37-mem0.py b/examples/37-mem0.py similarity index 98% rename from examples/foundational/37-mem0.py rename to examples/37-mem0.py index a3116df24..c7c0f13bd 100644 --- a/examples/foundational/37-mem0.py +++ b/examples/37-mem0.py @@ -19,10 +19,6 @@ The example: - Using Mem0 API (cloud-based memory storage) - Using local configuration with custom LLM (self-hosted memory) -Example usage (run from pipecat root directory): - $ pip install "pipecat-ai[daily,openai,elevenlabs,silero,mem0]" - $ python examples/foundational/37-mem0.py - Requirements: - OpenAI API key - ElevenLabs API key (for text-to-speech) diff --git a/examples/foundational/38a-smart-turn-local-coreml.py b/examples/38a-smart-turn-local-coreml.py similarity index 100% rename from examples/foundational/38a-smart-turn-local-coreml.py rename to examples/38a-smart-turn-local-coreml.py diff --git a/examples/foundational/38b-smart-turn-local.py b/examples/38b-smart-turn-local.py similarity index 100% rename from examples/foundational/38b-smart-turn-local.py rename to examples/38b-smart-turn-local.py diff --git a/examples/foundational/39-mcp-stdio.py b/examples/39-mcp-stdio.py similarity index 100% rename from examples/foundational/39-mcp-stdio.py rename to examples/39-mcp-stdio.py diff --git a/examples/foundational/39a-mcp-streamable-http.py b/examples/39a-mcp-streamable-http.py similarity index 100% rename from examples/foundational/39a-mcp-streamable-http.py rename to examples/39a-mcp-streamable-http.py diff --git a/examples/foundational/39b-mcp-streamable-http-gemini-live.py b/examples/39b-mcp-streamable-http-gemini-live.py similarity index 100% rename from examples/foundational/39b-mcp-streamable-http-gemini-live.py rename to examples/39b-mcp-streamable-http-gemini-live.py diff --git a/examples/foundational/39c-multiple-mcp.py b/examples/39c-multiple-mcp.py similarity index 100% rename from examples/foundational/39c-multiple-mcp.py rename to examples/39c-multiple-mcp.py diff --git a/examples/foundational/40-aws-nova-sonic.py b/examples/40-aws-nova-sonic.py similarity index 100% rename from examples/foundational/40-aws-nova-sonic.py rename to examples/40-aws-nova-sonic.py diff --git a/examples/foundational/42-interruption-config.py b/examples/42-interruption-config.py similarity index 100% rename from examples/foundational/42-interruption-config.py rename to examples/42-interruption-config.py diff --git a/examples/foundational/43-heygen-transport.py b/examples/43-heygen-transport.py similarity index 100% rename from examples/foundational/43-heygen-transport.py rename to examples/43-heygen-transport.py diff --git a/examples/foundational/43a-heygen-video-service.py b/examples/43a-heygen-video-service.py similarity index 100% rename from examples/foundational/43a-heygen-video-service.py rename to examples/43a-heygen-video-service.py diff --git a/examples/foundational/44-voicemail-detection.py b/examples/44-voicemail-detection.py similarity index 100% rename from examples/foundational/44-voicemail-detection.py rename to examples/44-voicemail-detection.py diff --git a/examples/foundational/45-before-and-after-events.py b/examples/45-before-and-after-events.py similarity index 100% rename from examples/foundational/45-before-and-after-events.py rename to examples/45-before-and-after-events.py diff --git a/examples/foundational/46-video-processing.py b/examples/46-video-processing.py similarity index 100% rename from examples/foundational/46-video-processing.py rename to examples/46-video-processing.py diff --git a/examples/foundational/47-sentry-metrics.py b/examples/47-sentry-metrics.py similarity index 100% rename from examples/foundational/47-sentry-metrics.py rename to examples/47-sentry-metrics.py diff --git a/examples/foundational/48-service-switcher.py b/examples/48-service-switcher.py similarity index 100% rename from examples/foundational/48-service-switcher.py rename to examples/48-service-switcher.py diff --git a/examples/foundational/49a-thinking-anthropic.py b/examples/49a-thinking-anthropic.py similarity index 100% rename from examples/foundational/49a-thinking-anthropic.py rename to examples/49a-thinking-anthropic.py diff --git a/examples/foundational/49b-thinking-google.py b/examples/49b-thinking-google.py similarity index 100% rename from examples/foundational/49b-thinking-google.py rename to examples/49b-thinking-google.py diff --git a/examples/foundational/49c-thinking-functions-anthropic.py b/examples/49c-thinking-functions-anthropic.py similarity index 100% rename from examples/foundational/49c-thinking-functions-anthropic.py rename to examples/49c-thinking-functions-anthropic.py diff --git a/examples/foundational/49d-thinking-functions-google.py b/examples/49d-thinking-functions-google.py similarity index 100% rename from examples/foundational/49d-thinking-functions-google.py rename to examples/49d-thinking-functions-google.py diff --git a/examples/foundational/50-ultravox-realtime.py b/examples/50-ultravox-realtime.py similarity index 100% rename from examples/foundational/50-ultravox-realtime.py rename to examples/50-ultravox-realtime.py diff --git a/examples/foundational/50a-ultravox-realtime-text.py b/examples/50a-ultravox-realtime-text.py similarity index 100% rename from examples/foundational/50a-ultravox-realtime-text.py rename to examples/50a-ultravox-realtime-text.py diff --git a/examples/foundational/51-grok-realtime.py b/examples/51-grok-realtime.py similarity index 100% rename from examples/foundational/51-grok-realtime.py rename to examples/51-grok-realtime.py diff --git a/examples/foundational/52-live-translation.py b/examples/52-live-translation.py similarity index 100% rename from examples/foundational/52-live-translation.py rename to examples/52-live-translation.py diff --git a/examples/foundational/53-concurrent-llm-evaluation.py b/examples/53-concurrent-llm-evaluation.py similarity index 100% rename from examples/foundational/53-concurrent-llm-evaluation.py rename to examples/53-concurrent-llm-evaluation.py diff --git a/examples/foundational/53-concurrent-llm-rtvi-ignored-sources.py b/examples/53-concurrent-llm-rtvi-ignored-sources.py similarity index 100% rename from examples/foundational/53-concurrent-llm-rtvi-ignored-sources.py rename to examples/53-concurrent-llm-rtvi-ignored-sources.py diff --git a/examples/foundational/54-context-summarization-openai.py b/examples/54-context-summarization-openai.py similarity index 100% rename from examples/foundational/54-context-summarization-openai.py rename to examples/54-context-summarization-openai.py diff --git a/examples/foundational/54a-context-summarization-google.py b/examples/54a-context-summarization-google.py similarity index 100% rename from examples/foundational/54a-context-summarization-google.py rename to examples/54a-context-summarization-google.py diff --git a/examples/foundational/54b-context-summarization-manual-openai.py b/examples/54b-context-summarization-manual-openai.py similarity index 100% rename from examples/foundational/54b-context-summarization-manual-openai.py rename to examples/54b-context-summarization-manual-openai.py diff --git a/examples/foundational/54c-context-summarization-dedicated-llm.py b/examples/54c-context-summarization-dedicated-llm.py similarity index 100% rename from examples/foundational/54c-context-summarization-dedicated-llm.py rename to examples/54c-context-summarization-dedicated-llm.py diff --git a/examples/foundational/55a-update-settings-deepgram-flux-stt.py b/examples/55a-update-settings-deepgram-flux-stt.py similarity index 100% rename from examples/foundational/55a-update-settings-deepgram-flux-stt.py rename to examples/55a-update-settings-deepgram-flux-stt.py diff --git a/examples/foundational/55a-update-settings-deepgram-sagemaker-stt.py b/examples/55a-update-settings-deepgram-sagemaker-stt.py similarity index 100% rename from examples/foundational/55a-update-settings-deepgram-sagemaker-stt.py rename to examples/55a-update-settings-deepgram-sagemaker-stt.py diff --git a/examples/foundational/55a-update-settings-deepgram-stt.py b/examples/55a-update-settings-deepgram-stt.py similarity index 100% rename from examples/foundational/55a-update-settings-deepgram-stt.py rename to examples/55a-update-settings-deepgram-stt.py diff --git a/examples/foundational/55b-update-settings-azure-stt.py b/examples/55b-update-settings-azure-stt.py similarity index 100% rename from examples/foundational/55b-update-settings-azure-stt.py rename to examples/55b-update-settings-azure-stt.py diff --git a/examples/foundational/55c-update-settings-google-stt.py b/examples/55c-update-settings-google-stt.py similarity index 100% rename from examples/foundational/55c-update-settings-google-stt.py rename to examples/55c-update-settings-google-stt.py diff --git a/examples/foundational/55d-update-settings-assemblyai-stt.py b/examples/55d-update-settings-assemblyai-stt.py similarity index 100% rename from examples/foundational/55d-update-settings-assemblyai-stt.py rename to examples/55d-update-settings-assemblyai-stt.py diff --git a/examples/foundational/55e-update-settings-gladia-stt.py b/examples/55e-update-settings-gladia-stt.py similarity index 100% rename from examples/foundational/55e-update-settings-gladia-stt.py rename to examples/55e-update-settings-gladia-stt.py diff --git a/examples/foundational/55f-update-settings-elevenlabs-realtime-stt.py b/examples/55f-update-settings-elevenlabs-realtime-stt.py similarity index 100% rename from examples/foundational/55f-update-settings-elevenlabs-realtime-stt.py rename to examples/55f-update-settings-elevenlabs-realtime-stt.py diff --git a/examples/foundational/55g-update-settings-elevenlabs-stt.py b/examples/55g-update-settings-elevenlabs-stt.py similarity index 100% rename from examples/foundational/55g-update-settings-elevenlabs-stt.py rename to examples/55g-update-settings-elevenlabs-stt.py diff --git a/examples/foundational/55h-update-settings-speechmatics-stt.py b/examples/55h-update-settings-speechmatics-stt.py similarity index 100% rename from examples/foundational/55h-update-settings-speechmatics-stt.py rename to examples/55h-update-settings-speechmatics-stt.py diff --git a/examples/foundational/55i-update-settings-whisper-api-stt.py b/examples/55i-update-settings-whisper-api-stt.py similarity index 100% rename from examples/foundational/55i-update-settings-whisper-api-stt.py rename to examples/55i-update-settings-whisper-api-stt.py diff --git a/examples/foundational/55j-update-settings-sarvam-stt.py b/examples/55j-update-settings-sarvam-stt.py similarity index 100% rename from examples/foundational/55j-update-settings-sarvam-stt.py rename to examples/55j-update-settings-sarvam-stt.py diff --git a/examples/foundational/55k-update-settings-soniox-stt.py b/examples/55k-update-settings-soniox-stt.py similarity index 100% rename from examples/foundational/55k-update-settings-soniox-stt.py rename to examples/55k-update-settings-soniox-stt.py diff --git a/examples/foundational/55l-update-settings-aws-transcribe-stt.py b/examples/55l-update-settings-aws-transcribe-stt.py similarity index 100% rename from examples/foundational/55l-update-settings-aws-transcribe-stt.py rename to examples/55l-update-settings-aws-transcribe-stt.py diff --git a/examples/foundational/55m-update-settings-cartesia-stt.py b/examples/55m-update-settings-cartesia-stt.py similarity index 100% rename from examples/foundational/55m-update-settings-cartesia-stt.py rename to examples/55m-update-settings-cartesia-stt.py diff --git a/examples/foundational/55n-update-settings-cartesia-http-tts.py b/examples/55n-update-settings-cartesia-http-tts.py similarity index 100% rename from examples/foundational/55n-update-settings-cartesia-http-tts.py rename to examples/55n-update-settings-cartesia-http-tts.py diff --git a/examples/foundational/55n-update-settings-cartesia-tts.py b/examples/55n-update-settings-cartesia-tts.py similarity index 100% rename from examples/foundational/55n-update-settings-cartesia-tts.py rename to examples/55n-update-settings-cartesia-tts.py diff --git a/examples/foundational/55o-update-settings-elevenlabs-http-tts.py b/examples/55o-update-settings-elevenlabs-http-tts.py similarity index 100% rename from examples/foundational/55o-update-settings-elevenlabs-http-tts.py rename to examples/55o-update-settings-elevenlabs-http-tts.py diff --git a/examples/foundational/55o-update-settings-elevenlabs-tts.py b/examples/55o-update-settings-elevenlabs-tts.py similarity index 100% rename from examples/foundational/55o-update-settings-elevenlabs-tts.py rename to examples/55o-update-settings-elevenlabs-tts.py diff --git a/examples/foundational/55p-update-settings-openai-tts.py b/examples/55p-update-settings-openai-tts.py similarity index 100% rename from examples/foundational/55p-update-settings-openai-tts.py rename to examples/55p-update-settings-openai-tts.py diff --git a/examples/foundational/55q-update-settings-deepgram-http-tts.py b/examples/55q-update-settings-deepgram-http-tts.py similarity index 100% rename from examples/foundational/55q-update-settings-deepgram-http-tts.py rename to examples/55q-update-settings-deepgram-http-tts.py diff --git a/examples/foundational/55q-update-settings-deepgram-sagemaker-tts.py b/examples/55q-update-settings-deepgram-sagemaker-tts.py similarity index 100% rename from examples/foundational/55q-update-settings-deepgram-sagemaker-tts.py rename to examples/55q-update-settings-deepgram-sagemaker-tts.py diff --git a/examples/foundational/55q-update-settings-deepgram-tts.py b/examples/55q-update-settings-deepgram-tts.py similarity index 100% rename from examples/foundational/55q-update-settings-deepgram-tts.py rename to examples/55q-update-settings-deepgram-tts.py diff --git a/examples/foundational/55r-update-settings-azure-http-tts.py b/examples/55r-update-settings-azure-http-tts.py similarity index 100% rename from examples/foundational/55r-update-settings-azure-http-tts.py rename to examples/55r-update-settings-azure-http-tts.py diff --git a/examples/foundational/55r-update-settings-azure-tts.py b/examples/55r-update-settings-azure-tts.py similarity index 100% rename from examples/foundational/55r-update-settings-azure-tts.py rename to examples/55r-update-settings-azure-tts.py diff --git a/examples/foundational/55s-update-settings-google-http-tts.py b/examples/55s-update-settings-google-http-tts.py similarity index 100% rename from examples/foundational/55s-update-settings-google-http-tts.py rename to examples/55s-update-settings-google-http-tts.py diff --git a/examples/foundational/55s-update-settings-google-stream-tts.py b/examples/55s-update-settings-google-stream-tts.py similarity index 100% rename from examples/foundational/55s-update-settings-google-stream-tts.py rename to examples/55s-update-settings-google-stream-tts.py diff --git a/examples/foundational/55t-update-settings-piper-http-tts.py b/examples/55t-update-settings-piper-http-tts.py similarity index 100% rename from examples/foundational/55t-update-settings-piper-http-tts.py rename to examples/55t-update-settings-piper-http-tts.py diff --git a/examples/foundational/55t-update-settings-piper-tts.py b/examples/55t-update-settings-piper-tts.py similarity index 100% rename from examples/foundational/55t-update-settings-piper-tts.py rename to examples/55t-update-settings-piper-tts.py diff --git a/examples/foundational/55u-update-settings-rime-http-tts.py b/examples/55u-update-settings-rime-http-tts.py similarity index 100% rename from examples/foundational/55u-update-settings-rime-http-tts.py rename to examples/55u-update-settings-rime-http-tts.py diff --git a/examples/foundational/55u-update-settings-rime-tts.py b/examples/55u-update-settings-rime-tts.py similarity index 100% rename from examples/foundational/55u-update-settings-rime-tts.py rename to examples/55u-update-settings-rime-tts.py diff --git a/examples/foundational/55v-update-settings-lmnt-tts.py b/examples/55v-update-settings-lmnt-tts.py similarity index 100% rename from examples/foundational/55v-update-settings-lmnt-tts.py rename to examples/55v-update-settings-lmnt-tts.py diff --git a/examples/foundational/55w-update-settings-fish-tts.py b/examples/55w-update-settings-fish-tts.py similarity index 100% rename from examples/foundational/55w-update-settings-fish-tts.py rename to examples/55w-update-settings-fish-tts.py diff --git a/examples/foundational/55x-update-settings-minimax-tts.py b/examples/55x-update-settings-minimax-tts.py similarity index 100% rename from examples/foundational/55x-update-settings-minimax-tts.py rename to examples/55x-update-settings-minimax-tts.py diff --git a/examples/foundational/55y-update-settings-groq-tts.py b/examples/55y-update-settings-groq-tts.py similarity index 100% rename from examples/foundational/55y-update-settings-groq-tts.py rename to examples/55y-update-settings-groq-tts.py diff --git a/examples/foundational/55z-update-settings-hume-tts.py b/examples/55z-update-settings-hume-tts.py similarity index 100% rename from examples/foundational/55z-update-settings-hume-tts.py rename to examples/55z-update-settings-hume-tts.py diff --git a/examples/foundational/55za-update-settings-neuphonic-http-tts.py b/examples/55za-update-settings-neuphonic-http-tts.py similarity index 100% rename from examples/foundational/55za-update-settings-neuphonic-http-tts.py rename to examples/55za-update-settings-neuphonic-http-tts.py diff --git a/examples/foundational/55za-update-settings-neuphonic-tts.py b/examples/55za-update-settings-neuphonic-tts.py similarity index 100% rename from examples/foundational/55za-update-settings-neuphonic-tts.py rename to examples/55za-update-settings-neuphonic-tts.py diff --git a/examples/foundational/55zb-update-settings-inworld-http-tts.py b/examples/55zb-update-settings-inworld-http-tts.py similarity index 100% rename from examples/foundational/55zb-update-settings-inworld-http-tts.py rename to examples/55zb-update-settings-inworld-http-tts.py diff --git a/examples/foundational/55zb-update-settings-inworld-tts.py b/examples/55zb-update-settings-inworld-tts.py similarity index 100% rename from examples/foundational/55zb-update-settings-inworld-tts.py rename to examples/55zb-update-settings-inworld-tts.py diff --git a/examples/foundational/55zc-update-settings-gemini-tts.py b/examples/55zc-update-settings-gemini-tts.py similarity index 100% rename from examples/foundational/55zc-update-settings-gemini-tts.py rename to examples/55zc-update-settings-gemini-tts.py diff --git a/examples/foundational/55zd-update-settings-aws-polly-tts.py b/examples/55zd-update-settings-aws-polly-tts.py similarity index 100% rename from examples/foundational/55zd-update-settings-aws-polly-tts.py rename to examples/55zd-update-settings-aws-polly-tts.py diff --git a/examples/foundational/55ze-update-settings-sarvam-http-tts.py b/examples/55ze-update-settings-sarvam-http-tts.py similarity index 100% rename from examples/foundational/55ze-update-settings-sarvam-http-tts.py rename to examples/55ze-update-settings-sarvam-http-tts.py diff --git a/examples/foundational/55ze-update-settings-sarvam-tts.py b/examples/55ze-update-settings-sarvam-tts.py similarity index 100% rename from examples/foundational/55ze-update-settings-sarvam-tts.py rename to examples/55ze-update-settings-sarvam-tts.py diff --git a/examples/foundational/55zf-update-settings-camb-tts.py b/examples/55zf-update-settings-camb-tts.py similarity index 100% rename from examples/foundational/55zf-update-settings-camb-tts.py rename to examples/55zf-update-settings-camb-tts.py diff --git a/examples/foundational/55zg-update-settings-kokoro-tts.py b/examples/55zg-update-settings-kokoro-tts.py similarity index 100% rename from examples/foundational/55zg-update-settings-kokoro-tts.py rename to examples/55zg-update-settings-kokoro-tts.py diff --git a/examples/foundational/55zh-update-settings-resembleai-tts.py b/examples/55zh-update-settings-resembleai-tts.py similarity index 100% rename from examples/foundational/55zh-update-settings-resembleai-tts.py rename to examples/55zh-update-settings-resembleai-tts.py diff --git a/examples/foundational/55zi-update-settings-azure-llm.py b/examples/55zi-update-settings-azure-llm.py similarity index 100% rename from examples/foundational/55zi-update-settings-azure-llm.py rename to examples/55zi-update-settings-azure-llm.py diff --git a/examples/foundational/55zi-update-settings-openai-llm.py b/examples/55zi-update-settings-openai-llm.py similarity index 100% rename from examples/foundational/55zi-update-settings-openai-llm.py rename to examples/55zi-update-settings-openai-llm.py diff --git a/examples/foundational/55zi-update-settings-openai-responses-http-llm.py b/examples/55zi-update-settings-openai-responses-http-llm.py similarity index 100% rename from examples/foundational/55zi-update-settings-openai-responses-http-llm.py rename to examples/55zi-update-settings-openai-responses-http-llm.py diff --git a/examples/foundational/55zi-update-settings-openai-responses-llm.py b/examples/55zi-update-settings-openai-responses-llm.py similarity index 100% rename from examples/foundational/55zi-update-settings-openai-responses-llm.py rename to examples/55zi-update-settings-openai-responses-llm.py diff --git a/examples/foundational/55zj-update-settings-anthropic-llm.py b/examples/55zj-update-settings-anthropic-llm.py similarity index 100% rename from examples/foundational/55zj-update-settings-anthropic-llm.py rename to examples/55zj-update-settings-anthropic-llm.py diff --git a/examples/foundational/55zk-update-settings-google-llm.py b/examples/55zk-update-settings-google-llm.py similarity index 100% rename from examples/foundational/55zk-update-settings-google-llm.py rename to examples/55zk-update-settings-google-llm.py diff --git a/examples/foundational/55zk-update-settings-google-vertex-llm.py b/examples/55zk-update-settings-google-vertex-llm.py similarity index 100% rename from examples/foundational/55zk-update-settings-google-vertex-llm.py rename to examples/55zk-update-settings-google-vertex-llm.py diff --git a/examples/foundational/55zl-update-settings-azure-realtime.py b/examples/55zl-update-settings-azure-realtime.py similarity index 100% rename from examples/foundational/55zl-update-settings-azure-realtime.py rename to examples/55zl-update-settings-azure-realtime.py diff --git a/examples/foundational/55zl-update-settings-openai-realtime.py b/examples/55zl-update-settings-openai-realtime.py similarity index 100% rename from examples/foundational/55zl-update-settings-openai-realtime.py rename to examples/55zl-update-settings-openai-realtime.py diff --git a/examples/foundational/55zm-update-settings-gemini-live-vertex.py b/examples/55zm-update-settings-gemini-live-vertex.py similarity index 100% rename from examples/foundational/55zm-update-settings-gemini-live-vertex.py rename to examples/55zm-update-settings-gemini-live-vertex.py diff --git a/examples/foundational/55zm-update-settings-gemini-live.py b/examples/55zm-update-settings-gemini-live.py similarity index 100% rename from examples/foundational/55zm-update-settings-gemini-live.py rename to examples/55zm-update-settings-gemini-live.py diff --git a/examples/foundational/55zn-update-settings-ultravox-realtime.py b/examples/55zn-update-settings-ultravox-realtime.py similarity index 100% rename from examples/foundational/55zn-update-settings-ultravox-realtime.py rename to examples/55zn-update-settings-ultravox-realtime.py diff --git a/examples/foundational/55zo-update-settings-grok-realtime.py b/examples/55zo-update-settings-grok-realtime.py similarity index 100% rename from examples/foundational/55zo-update-settings-grok-realtime.py rename to examples/55zo-update-settings-grok-realtime.py diff --git a/examples/foundational/55zp-update-settings-aws-bedrock-llm.py b/examples/55zp-update-settings-aws-bedrock-llm.py similarity index 100% rename from examples/foundational/55zp-update-settings-aws-bedrock-llm.py rename to examples/55zp-update-settings-aws-bedrock-llm.py diff --git a/examples/foundational/55zq-update-settings-fal-stt.py b/examples/55zq-update-settings-fal-stt.py similarity index 100% rename from examples/foundational/55zq-update-settings-fal-stt.py rename to examples/55zq-update-settings-fal-stt.py diff --git a/examples/foundational/55zr-update-settings-gradium-stt.py b/examples/55zr-update-settings-gradium-stt.py similarity index 100% rename from examples/foundational/55zr-update-settings-gradium-stt.py rename to examples/55zr-update-settings-gradium-stt.py diff --git a/examples/foundational/55zs-update-settings-whisper-mlx-stt.py b/examples/55zs-update-settings-whisper-mlx-stt.py similarity index 100% rename from examples/foundational/55zs-update-settings-whisper-mlx-stt.py rename to examples/55zs-update-settings-whisper-mlx-stt.py diff --git a/examples/foundational/55zs-update-settings-whisper-stt.py b/examples/55zs-update-settings-whisper-stt.py similarity index 100% rename from examples/foundational/55zs-update-settings-whisper-stt.py rename to examples/55zs-update-settings-whisper-stt.py diff --git a/examples/foundational/55zt-update-settings-nvidia-segmented-stt.py b/examples/55zt-update-settings-nvidia-segmented-stt.py similarity index 100% rename from examples/foundational/55zt-update-settings-nvidia-segmented-stt.py rename to examples/55zt-update-settings-nvidia-segmented-stt.py diff --git a/examples/foundational/55zt-update-settings-nvidia-stt.py b/examples/55zt-update-settings-nvidia-stt.py similarity index 100% rename from examples/foundational/55zt-update-settings-nvidia-stt.py rename to examples/55zt-update-settings-nvidia-stt.py diff --git a/examples/foundational/55zu-update-settings-openai-realtime-stt.py b/examples/55zu-update-settings-openai-realtime-stt.py similarity index 100% rename from examples/foundational/55zu-update-settings-openai-realtime-stt.py rename to examples/55zu-update-settings-openai-realtime-stt.py diff --git a/examples/foundational/55zv-update-settings-asyncai-http-tts.py b/examples/55zv-update-settings-asyncai-http-tts.py similarity index 100% rename from examples/foundational/55zv-update-settings-asyncai-http-tts.py rename to examples/55zv-update-settings-asyncai-http-tts.py diff --git a/examples/foundational/55zv-update-settings-asyncai-tts.py b/examples/55zv-update-settings-asyncai-tts.py similarity index 100% rename from examples/foundational/55zv-update-settings-asyncai-tts.py rename to examples/55zv-update-settings-asyncai-tts.py diff --git a/examples/foundational/55zw-update-settings-gradium-tts.py b/examples/55zw-update-settings-gradium-tts.py similarity index 100% rename from examples/foundational/55zw-update-settings-gradium-tts.py rename to examples/55zw-update-settings-gradium-tts.py diff --git a/examples/foundational/55zx-update-settings-cerebras-llm.py b/examples/55zx-update-settings-cerebras-llm.py similarity index 100% rename from examples/foundational/55zx-update-settings-cerebras-llm.py rename to examples/55zx-update-settings-cerebras-llm.py diff --git a/examples/foundational/55zy-update-settings-deepseek-llm.py b/examples/55zy-update-settings-deepseek-llm.py similarity index 100% rename from examples/foundational/55zy-update-settings-deepseek-llm.py rename to examples/55zy-update-settings-deepseek-llm.py diff --git a/examples/foundational/55zz-update-settings-fireworks-llm.py b/examples/55zz-update-settings-fireworks-llm.py similarity index 100% rename from examples/foundational/55zz-update-settings-fireworks-llm.py rename to examples/55zz-update-settings-fireworks-llm.py diff --git a/examples/foundational/55zza-update-settings-grok-llm.py b/examples/55zza-update-settings-grok-llm.py similarity index 100% rename from examples/foundational/55zza-update-settings-grok-llm.py rename to examples/55zza-update-settings-grok-llm.py diff --git a/examples/foundational/55zzb-update-settings-groq-llm.py b/examples/55zzb-update-settings-groq-llm.py similarity index 100% rename from examples/foundational/55zzb-update-settings-groq-llm.py rename to examples/55zzb-update-settings-groq-llm.py diff --git a/examples/foundational/55zzc-update-settings-mistral-llm.py b/examples/55zzc-update-settings-mistral-llm.py similarity index 100% rename from examples/foundational/55zzc-update-settings-mistral-llm.py rename to examples/55zzc-update-settings-mistral-llm.py diff --git a/examples/foundational/55zzd-update-settings-nvidia-llm.py b/examples/55zzd-update-settings-nvidia-llm.py similarity index 100% rename from examples/foundational/55zzd-update-settings-nvidia-llm.py rename to examples/55zzd-update-settings-nvidia-llm.py diff --git a/examples/foundational/55zze-update-settings-ollama-llm.py b/examples/55zze-update-settings-ollama-llm.py similarity index 100% rename from examples/foundational/55zze-update-settings-ollama-llm.py rename to examples/55zze-update-settings-ollama-llm.py diff --git a/examples/foundational/55zzf-update-settings-openrouter-llm.py b/examples/55zzf-update-settings-openrouter-llm.py similarity index 100% rename from examples/foundational/55zzf-update-settings-openrouter-llm.py rename to examples/55zzf-update-settings-openrouter-llm.py diff --git a/examples/foundational/55zzg-update-settings-perplexity-llm.py b/examples/55zzg-update-settings-perplexity-llm.py similarity index 100% rename from examples/foundational/55zzg-update-settings-perplexity-llm.py rename to examples/55zzg-update-settings-perplexity-llm.py diff --git a/examples/foundational/55zzh-update-settings-qwen-llm.py b/examples/55zzh-update-settings-qwen-llm.py similarity index 100% rename from examples/foundational/55zzh-update-settings-qwen-llm.py rename to examples/55zzh-update-settings-qwen-llm.py diff --git a/examples/foundational/55zzi-update-settings-sambanova-llm.py b/examples/55zzi-update-settings-sambanova-llm.py similarity index 100% rename from examples/foundational/55zzi-update-settings-sambanova-llm.py rename to examples/55zzi-update-settings-sambanova-llm.py diff --git a/examples/foundational/55zzj-update-settings-together-llm.py b/examples/55zzj-update-settings-together-llm.py similarity index 100% rename from examples/foundational/55zzj-update-settings-together-llm.py rename to examples/55zzj-update-settings-together-llm.py diff --git a/examples/foundational/55zzk-update-settings-aws-nova-sonic-llm.py b/examples/55zzk-update-settings-aws-nova-sonic-llm.py similarity index 100% rename from examples/foundational/55zzk-update-settings-aws-nova-sonic-llm.py rename to examples/55zzk-update-settings-aws-nova-sonic-llm.py diff --git a/examples/foundational/55zzl-update-settings-nvidia-tts.py b/examples/55zzl-update-settings-nvidia-tts.py similarity index 100% rename from examples/foundational/55zzl-update-settings-nvidia-tts.py rename to examples/55zzl-update-settings-nvidia-tts.py diff --git a/examples/foundational/55zzm-update-settings-speechmatics-tts.py b/examples/55zzm-update-settings-speechmatics-tts.py similarity index 100% rename from examples/foundational/55zzm-update-settings-speechmatics-tts.py rename to examples/55zzm-update-settings-speechmatics-tts.py diff --git a/examples/foundational/55zzn-update-settings-groq-stt.py b/examples/55zzn-update-settings-groq-stt.py similarity index 100% rename from examples/foundational/55zzn-update-settings-groq-stt.py rename to examples/55zzn-update-settings-groq-stt.py diff --git a/examples/foundational/55zzp-update-settings-xtts-tts.py b/examples/55zzp-update-settings-xtts-tts.py similarity index 100% rename from examples/foundational/55zzp-update-settings-xtts-tts.py rename to examples/55zzp-update-settings-xtts-tts.py diff --git a/examples/foundational/55zzq-update-settings-sarvam-llm.py b/examples/55zzq-update-settings-sarvam-llm.py similarity index 100% rename from examples/foundational/55zzq-update-settings-sarvam-llm.py rename to examples/55zzq-update-settings-sarvam-llm.py diff --git a/examples/foundational/56-lemonslice-transport.py b/examples/56-lemonslice-transport.py similarity index 100% rename from examples/foundational/56-lemonslice-transport.py rename to examples/56-lemonslice-transport.py diff --git a/examples/foundational/57-custom-video-track.py b/examples/57-custom-video-track.py similarity index 98% rename from examples/foundational/57-custom-video-track.py rename to examples/57-custom-video-track.py index 274ab6a5e..1e6190a3b 100644 --- a/examples/foundational/57-custom-video-track.py +++ b/examples/57-custom-video-track.py @@ -13,8 +13,6 @@ This example outputs two video track simultaneously: The pattern generator pushes frames to the default camera. A second processor (BlueTintProcessor) duplicates each frame, applies a blue tint, and pushes it to the "blue" custom video destination. - -Run with: python examples/foundational/56-custom-video-track.py -t daily """ import asyncio diff --git a/examples/README.md b/examples/README.md index 7eae41021..e8a0dd9bf 100644 --- a/examples/README.md +++ b/examples/README.md @@ -1,30 +1,144 @@ # Pipecat Examples -This directory contains examples to help you learn how to build with Pipecat. +This directory contains examples showing how to build voice and multimodal agents with Pipecat. Each example demonstrates specific features, progressing from basic to advanced concepts. -## Getting Started +## Setup -New to Pipecat? Start here: +1. Follow the [README](https://github.com/pipecat-ai/pipecat/blob/main/README.md#%EF%B8%8F-contributing-to-the-framework) steps to get your local environment configured. -- **[Client/Server Web](client-server-web/)** - Learn to build web applications with Pipecat's client SDKs _(coming soon)_ -- **[Phone Bot with Twilio](phone-bot-twilio/)** - Connect your bot to a phone number _(coming soon)_ + > **Run from root directory**: Make sure you are running the steps from the root directory. -## Foundational Examples + > **Using local audio?**: The `LocalAudioTransport` requires a system dependency for `portaudio`. Install the dependency to use the transport. -Single-file examples that introduce core Pipecat concepts one at a time. These examples: +2. Copy the [`env.example`](../env.example) file and add API keys for services you plan to use: -- Build on each other progressively -- Focus on specific features or integrations -- Are used for testing with every Pipecat release + ```bash + cp env.example .env + # Edit .env with your API keys + ``` -See the **[Foundational Examples README](foundational/)** for the complete list. +3. Navigate to the examples directory if you aren't already there: -## More Advanced Examples + ```bash + cd examples + ``` -Ready to explore complex use cases? Visit **[pipecat-examples](https://github.com/pipecat-ai/pipecat-examples)** for: +4. Run any example: -- Production-ready applications -- Multi-platform client implementations -- Telephony integrations -- Multimodal and creative applications -- Deployment and monitoring examples + ```bash + uv run python 01-say-one-thing.py + ``` + +5. Open the web interface at http://localhost:7860/client/ and click "Connect" + +## Running examples with other transports + +Most examples support running with other transports, like Twilio or Daily. + +### Daily + +You need to create a Daily account at https://dashboard.daily.co/u/signup. Once signed up, you can create your own room from the dashboard and set the environment variables `DAILY_ROOM_URL` and `DAILY_API_KEY`. Alternatively, you can let the example create a room for you (still needs `DAILY_API_KEY` environment variable). Then, start any example with `-t daily`: + +```bash +uv run 07-interruptible.py -t daily +``` + +### Twilio + +It is also possible to run the example through a Twilio phone number. You will need to setup a few things: + +1. Install and run [ngrok](https://ngrok.com/download). + +```bash +ngrok http 7860 +``` + +2. Configure your Twilio phone number. One way is to setup a TwiML app and set the request URL to the ngrok URL from step (1). Then, set your phone number to use the new TwiML app. + +Then, run the example with: + +```bash +uv run 07-interruptible.py -t twilio -x NGROK_HOST_NAME +``` + +## Examples by Feature + +### Basics + +- **[01-say-one-thing.py](./01-say-one-thing.py)**: Most basic bot that says one phrase and exits (Transport, TTS, Event handlers) +- **[02-llm-say-one-thing.py](./02-llm-say-one-thing.py)**: Bot generates a response with an LLM (LLM initialization) +- **[03-still-frame.py](./03-still-frame.py)**: Displays a static image (Video transport, Image service) +- **[04-transport.py](./04-transport.py)**: Different transport options (WebRTC, Daily, Livekit) + +### Conversational AI + +- **[07-interruptible.py](./07-interruptible.py)**: Basic voice assistant bot (STT, TTS, LLM, Interruptible speech) +- **[10-wake-phrase.py](./10-wake-phrase.py)**: Bot activated by wake phrase (WakeCheckFilter) +- **[22-natural-conversation.py](./22-natural-conversation.py)**: Smart turn detection (Multiple LLMs, Turn management) +- **[38-smart-turn-fal.py](./38-smart-turn-fal.py)**: ML-based turn detection (Fal service, Local models) + +### Common Utilities + +- **[17-detect-user-idle.py](./17-detect-user-idle.py)**: Handle inactive users (UserIdleProcessor) +- **[24-user-mute-strategy.py](./24-user-mute-strategy.py)**: Selectively mute user input (LLMUserAggregator user mute strategies) +- **[28-transcription-processor.py](./28-transcription-processor.py)**: Record conversation text (TranscriptProcessor) +- **[30-observer.py](./30-observer.py)**: Access frame data (Custom observers) +- **[31-heartbeats.py](./31-heartbeats.py)**: Detect idle pipelines (Pipeline monitoring) +- **[34-audio-recording.py](./34-audio-recording.py)**: Record conversation audio (Composite and track-level recording) + +### Advanced LLM Features + +- **[14-function-calling.py](./14-function-calling.py)**: Bot with tool usage (Function schemas, Tool registration) +- **[20a-persistent-context-openai.py](./20a-persistent-context-openai.py)**: Persistent conversation context (Memory management) +- **[32-gemini-grounding-metadata.py](./32-gemini-grounding-metadata.py)**: Web search capabilities (Google search integration) +- **[33-gemini-rag.py](./33-gemini-rag.py)**: Retrieval-augmented generation (Data sources, Grounding) +- **[37-mem0.py](./37-mem0.py)**: Long-term agent memory (Mem0 service integration) + +### Media Handling + +- **[05-sync-speech-and-images.py](./05-sync-speech-and-images.py)**: Synchronized narration with images (Custom processors, SyncParallelPipeline) +- **[06a-image-sync.py](./06a-image-sync.py)**: Dynamic image updates while speaking (Synchronized A/V pipelines) +- **[09-mirror.py](./09-mirror.py)**: Mirror user's audio and video (Custom frame processors) +- **[11-sound-effects.py](./11-sound-effects.py)**: Add sounds when bot speaks (Sound playback, Event synchronization) +- **[23-bot-background-sound.py](./23-bot-background-sound.py)**: Play background audio (SoundfileMixer) + +### Vision & Multimodal + +- **[12a-describe-video-gemini-flash.py](./12a-describe-video-gemini-flash.py)**: Bot describes user's video (Video input, Multimodal LLMs) +- **[26c-gemini-live-video.py](./26c-gemini-live-video.py)**: Gemini with video input (Streaming video, Function calls) + +### Voice & Language + +- **[13-transcription.py](./13-transcription.py)**: Speech transcription demo (STT providers, Real-time transcription) +- **[15-switch-voices.py](./15-switch-voices.py)**: Dynamic voice/language changing (ParallelPipelines, FunctionFilters) +- **[25-google-audio-in.py](./25-google-audio-in.py)**: Gemini for speech recognition (Alternative transcription) +- **[35-pattern-pair-voice-switching.py](./35-pattern-pair-voice-switching.py)**: Dynamic TTS voice switching (XML parsing, PatternPairAggregator) +- **[36-user-email-gathering.py](./36-user-email-gathering.py)**: Spelling mode for TTS (Confirmation patterns, XML tags) + +### Integration Examples + +- **[18-gstreamer-filesrc.py](./18-gstreamer-filesrc.py)**: GStreamer video streaming (Video processing) +- **[19-openai-realtime-beta.py](./19-openai-realtime-beta.py)**: OpenAI Speech-to-Speech (Direct S2S, Function calls) +- **[21-tavus-layer-tavus-transport.py](./21-tavus-layer-tavus-transport.py)**: Tavus digital twin (Avatar integration) +- **[27-simli-layer.py](./27-simli-layer.py)**: Simli avatar integration (Video synchronization) +- **[56-lemonslice-transport.py](./56-lemonslice-transport.py)**: LemonSlice avatar integration (A/V Synced Avatar integration) + +### Performance & Optimization + +- **[16-gpu-container-local-bot.py](./16-gpu-container-local-bot.py)**: GPU-accelerated local bot (Performance measurement) + +## Advanced Usage + +### Customizing Network Settings + +```bash +uv run python --host 0.0.0.0 --port 8080 +``` + +### Troubleshooting + +- **No audio/video**: Check browser permissions for microphone and camera +- **Connection errors**: Verify API keys in `.env` file +- **Port conflicts**: Use `--port` to change the port + +For more examples, visit our the [pipecat-examples repository](https://github.com/pipecat-ai/pipecat-examples). diff --git a/examples/foundational/assets/cat.jpg b/examples/assets/cat.jpg similarity index 100% rename from examples/foundational/assets/cat.jpg rename to examples/assets/cat.jpg diff --git a/examples/foundational/assets/ding1.wav b/examples/assets/ding1.wav similarity index 100% rename from examples/foundational/assets/ding1.wav rename to examples/assets/ding1.wav diff --git a/examples/foundational/assets/ding2.wav b/examples/assets/ding2.wav similarity index 100% rename from examples/foundational/assets/ding2.wav rename to examples/assets/ding2.wav diff --git a/examples/foundational/assets/moondream.png b/examples/assets/moondream.png similarity index 100% rename from examples/foundational/assets/moondream.png rename to 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Each example demonstrates specific features, progressing from basic to advanced concepts. - -## Setup - -1. Follow the [README](https://github.com/pipecat-ai/pipecat/blob/main/README.md#%EF%B8%8F-contributing-to-the-framework) steps to get your local environment configured. - - > **Run from root directory**: Make sure you are running the steps from the root directory. - - > **Using local audio?**: The `LocalAudioTransport` requires a system dependency for `portaudio`. Install the dependency to use the transport. - -2. Copy the [`env.example`](../../env.example) file and add API keys for services you plan to use: - - ```bash - cp env.example .env - # Edit .env with your API keys - ``` - -3. Navigate to the examples directory if you aren't already there: - - ```bash - cd examples/foundational - ``` - -4. Run any example: - - ```bash - uv run python 01-say-one-thing.py - ``` - -5. Open the web interface at http://localhost:7860/client/ and click "Connect" - -## Running examples with other transports - -Most examples support running with other transports, like Twilio or Daily. - -### Daily - -You need to create a Daily account at https://dashboard.daily.co/u/signup. Once signed up, you can create your own room from the dashboard and set the environment variables `DAILY_ROOM_URL` and `DAILY_API_KEY`. Alternatively, you can let the example create a room for you (still needs `DAILY_API_KEY` environment variable). Then, start any example with `-t daily`: - -```bash -uv run 07-interruptible.py -t daily -``` - -### Twilio - -It is also possible to run the example through a Twilio phone number. You will need to setup a few things: - -1. Install and run [ngrok](https://ngrok.com/download). - -```bash -ngrok http 7860 -``` - -2. Configure your Twilio phone number. One way is to setup a TwiML app and set the request URL to the ngrok URL from step (1). Then, set your phone number to use the new TwiML app. - -Then, run the example with: - -```bash -uv run 07-interruptible.py -t twilio -x NGROK_HOST_NAME -``` - -## Examples by Feature - -### Basics - -- **[01-say-one-thing.py](./01-say-one-thing.py)**: Most basic bot that says one phrase and exits (Transport, TTS, Event handlers) -- **[02-llm-say-one-thing.py](./02-llm-say-one-thing.py)**: Bot generates a response with an LLM (LLM initialization) -- **[03-still-frame.py](./03-still-frame.py)**: Displays a static image (Video transport, Image service) -- **[04-transport.py](./04-transport.py)**: Different transport options (WebRTC, Daily, Livekit) - -### Conversational AI - -- **[07-interruptible.py](./07-interruptible.py)**: Basic voice assistant bot (STT, TTS, LLM, Interruptible speech) -- **[10-wake-phrase.py](./10-wake-phrase.py)**: Bot activated by wake phrase (WakeCheckFilter) -- **[22-natural-conversation.py](./22-natural-conversation.py)**: Smart turn detection (Multiple LLMs, Turn management) -- **[38-smart-turn-fal.py](./38-smart-turn-fal.py)**: ML-based turn detection (Fal service, Local models) - -### Common Utilities - -- **[17-detect-user-idle.py](./17-detect-user-idle.py)**: Handle inactive users (UserIdleProcessor) -- **[24-user-mute-strategy.py](./24-user-mute-strategy.py)**: Selectively mute user input (LLMUserAggregator user mute strategies) -- **[28-transcription-processor.py](./28-transcription-processor.py)**: Record conversation text (TranscriptProcessor) -- **[30-observer.py](./30-observer.py)**: Access frame data (Custom observers) -- **[31-heartbeats.py](./31-heartbeats.py)**: Detect idle pipelines (Pipeline monitoring) -- **[34-audio-recording.py](./34-audio-recording.py)**: Record conversation audio (Composite and track-level recording) - -### Advanced LLM Features - -- **[14-function-calling.py](./14-function-calling.py)**: Bot with tool usage (Function schemas, Tool registration) -- **[20a-persistent-context-openai.py](./20a-persistent-context-openai.py)**: Persistent conversation context (Memory management) -- **[32-gemini-grounding-metadata.py](./32-gemini-grounding-metadata.py)**: Web search capabilities (Google search integration) -- **[33-gemini-rag.py](./33-gemini-rag.py)**: Retrieval-augmented generation (Data sources, Grounding) -- **[37-mem0.py](./37-mem0.py)**: Long-term agent memory (Mem0 service integration) - -### Media Handling - -- **[05-sync-speech-and-images.py](./05-sync-speech-and-images.py)**: Synchronized narration with images (Custom processors, SyncParallelPipeline) -- **[06a-image-sync.py](./06a-image-sync.py)**: Dynamic image updates while speaking (Synchronized A/V pipelines) -- **[09-mirror.py](./09-mirror.py)**: Mirror user's audio and video (Custom frame processors) -- **[11-sound-effects.py](./11-sound-effects.py)**: Add sounds when bot speaks (Sound playback, Event synchronization) -- **[23-bot-background-sound.py](./23-bot-background-sound.py)**: Play background audio (SoundfileMixer) - -### Vision & Multimodal - -- **[12a-describe-video-gemini-flash.py](./12a-describe-video-gemini-flash.py)**: Bot describes user's video (Video input, Multimodal LLMs) -- **[26c-gemini-live-video.py](./26c-gemini-live-video.py)**: Gemini with video input (Streaming video, Function calls) - -### Voice & Language - -- **[13-transcription.py](./13-transcription.py)**: Speech transcription demo (STT providers, Real-time transcription) -- **[15-switch-voices.py](./15-switch-voices.py)**: Dynamic voice/language changing (ParallelPipelines, FunctionFilters) -- **[25-google-audio-in.py](./25-google-audio-in.py)**: Gemini for speech recognition (Alternative transcription) -- **[35-pattern-pair-voice-switching.py](./35-pattern-pair-voice-switching.py)**: Dynamic TTS voice switching (XML parsing, PatternPairAggregator) -- **[36-user-email-gathering.py](./36-user-email-gathering.py)**: Spelling mode for TTS (Confirmation patterns, XML tags) - -### Integration Examples - -- **[18-gstreamer-filesrc.py](./18-gstreamer-filesrc.py)**: GStreamer video streaming (Video processing) -- **[19-openai-realtime-beta.py](./19-openai-realtime-beta.py)**: OpenAI Speech-to-Speech (Direct S2S, Function calls) -- **[21-tavus-layer-tavus-transport.py](./21-tavus-layer-tavus-transport.py)**: Tavus digital twin (Avatar integration) -- **[27-simli-layer.py](./27-simli-layer.py)**: Simli avatar integration (Video synchronization) -- **[56-lemonslice-transport.py](./56-lemonslice-transport.py)**: LemonSlice avatar integration (A/V Synced Avatar integration) - -### Performance & Optimization - -- **[16-gpu-container-local-bot.py](./16-gpu-container-local-bot.py)**: GPU-accelerated local bot (Performance measurement) - -## Advanced Usage - -### Customizing Network Settings - -```bash -uv run python --host 0.0.0.0 --port 8080 -``` - -### Troubleshooting - -- **No audio/video**: Check browser permissions for microphone and camera -- **Connection errors**: Verify API keys in `.env` file -- **Port conflicts**: Use `--port` to change the port - -For more examples, visit our the [pipecat-examples repository](https://github.com/pipecat-ai/pipecat-examples). diff --git a/scripts/evals/run-release-evals.py b/scripts/evals/run-release-evals.py index ea59988ac..92e872ac2 100644 --- a/scripts/evals/run-release-evals.py +++ b/scripts/evals/run-release-evals.py @@ -22,7 +22,7 @@ SCRIPT_DIR = Path(__file__).resolve().parent ASSETS_DIR = SCRIPT_DIR / "assets" -FOUNDATIONAL_DIR = SCRIPT_DIR.parent.parent / "examples" / "foundational" +FOUNDATIONAL_DIR = SCRIPT_DIR.parent.parent / "examples" EVAL_SIMPLE_MATH = EvalConfig( prompt="A simple math addition.", diff --git a/src/pipecat/services/settings.py b/src/pipecat/services/settings.py index a0bf3cd58..54465b041 100644 --- a/src/pipecat/services/settings.py +++ b/src/pipecat/services/settings.py @@ -365,7 +365,7 @@ class LLMSettings(ServiceSettings): seed: Random seed for reproducibility. filter_incomplete_user_turns: Enable LLM-based turn completion detection to suppress bot responses when the user was cut off mid-thought. - See ``examples/foundational/22-filter-incomplete-turns.py`` and + See ``examples/22-filter-incomplete-turns.py`` and ``UserTurnCompletionLLMServiceMixin``. user_turn_completion_config: Configuration for turn completion behavior when ``filter_incomplete_user_turns`` is enabled. Controls timeouts From e719cbbe6d3a6ceb759078d3f9c1600b5210b2de Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Tue, 31 Mar 2026 09:58:05 -0400 Subject: [PATCH 08/19] Reorganize examples into topic-based subfolders Move 304 examples from a flat numbered directory into 14 descriptive subfolders: getting-started, services (speech + function-calling), transcription, vision, realtime, persistent-context, context-summarization, update-settings (stt/tts/llm), turn-management, thinking-and-mcp, transports, video-avatar, video-processing, and features. Strip numbered prefixes from filenames (e.g. 07c-interruptible-deepgram.py becomes services/speech/deepgram.py) since the folder context makes them redundant. Keep numbered prefixes only in getting-started/ where ordering matters. Update eval script paths and README to match the new structure. --- README.md | 2 +- examples/01-say-one-thing-piper.py | 71 ---- examples/01-say-one-thing-rime.py | 72 ---- examples/01b-livekit-audio.py | 64 ---- examples/01c-nvidia-riva-tts.py | 64 ---- examples/03-still-frame.py | 84 ----- examples/README.md | 113 +++--- .../dedicated-llm.py} | 0 .../google.py} | 0 .../manual-openai.py} | 0 .../openai.py} | 0 .../audio-recording.py} | 0 .../before-and-after-events.py} | 0 .../bot-background-sound.py} | 0 .../concurrent-llm-evaluation.py} | 0 .../concurrent-llm-rtvi-ignored-sources.py} | 0 .../custom-frame-processor.py} | 0 .../gemini-grounding-metadata.py} | 0 .../gemini-rag.py} | 0 .../gpu-container-local-bot.py} | 0 .../heartbeats.py} | 0 .../live-translation.py} | 0 examples/{37-mem0.py => features/mem0.py} | 0 .../{30-observer.py => features/observer.py} | 0 .../pattern-pair-voice-switching.py} | 0 .../sentry-metrics.py} | 0 .../service-switcher.py} | 0 .../sound-effects.py} | 0 .../switch-languages.py} | 0 .../switch-voices.py} | 0 .../user-email-gathering.py} | 0 .../voicemail-detection.py} | 0 .../wake-phrase.py} | 0 .../{ => getting-started}/01-say-one-thing.py | 0 .../{ => getting-started}/01a-local-audio.py | 0 .../02-llm-say-one-thing.py | 0 .../03-still-frame.py} | 0 .../03a-local-still-frame.py | 0 .../04-sync-speech-and-image.py} | 0 .../05-speaking-state.py} | 4 +- .../06-voice-agent.py} | 0 .../06a-voice-agent-local.py} | 0 .../07-function-calling.py} | 0 .../anthropic.py} | 0 .../aws-nova-sonic.py} | 0 .../gemini.py} | 0 .../grok-realtime.py} | 0 .../openai-realtime-beta.py} | 0 .../openai-realtime.py} | 0 .../openai-responses-http.py} | 0 .../openai-responses.py} | 0 .../openai.py} | 0 .../aws-nova-sonic.py} | 0 .../azure-beta.py} | 0 .../azure.py} | 0 .../gemini-live-files-api.py} | 0 .../gemini-live-function-calling.py} | 0 .../gemini-live-google-search.py} | 0 .../gemini-live-graceful-end.py} | 0 .../gemini-live-grounding-metadata.py} | 0 .../gemini-live-local-vad.py} | 0 .../gemini-live-vertex-function-calling.py} | 0 .../gemini-live-video.py} | 0 .../gemini-live.py} | 0 .../{51-grok-realtime.py => realtime/grok.py} | 0 .../openai-beta-text.py} | 0 .../openai-beta.py} | 0 .../openai-live-video.py} | 0 .../openai-text.py} | 0 .../openai.py} | 0 .../ultravox-text.py} | 0 .../ultravox.py} | 0 .../function-calling/anthropic-video.py} | 0 .../function-calling/anthropic.py} | 0 .../function-calling/aws-video.py} | 0 .../function-calling/aws.py} | 0 .../function-calling/azure.py} | 0 .../function-calling/cerebras.py} | 0 .../function-calling/deepseek.py} | 0 .../function-calling/direct.py} | 0 .../function-calling/fireworks.py} | 0 .../function-calling/gemini-openai-format.py} | 0 .../function-calling/google-vertex-ai.py} | 0 .../function-calling/google-video.py} | 0 .../function-calling/google.py} | 0 .../function-calling/grok.py} | 0 .../function-calling/groq.py} | 0 .../function-calling/mistral.py} | 0 .../function-calling/moondream-video.py} | 0 .../function-calling/nebius.py} | 0 .../function-calling/novita.py} | 0 .../function-calling/nvidia.py} | 0 .../function-calling/ollama.py} | 0 .../openai-responses-http.py} | 0 .../openai-responses-video-http.py} | 0 .../openai-responses-video.py} | 0 .../function-calling/openai-responses.py} | 0 .../function-calling/openai-video.py} | 0 .../function-calling/openai.py} | 0 .../function-calling/openrouter.py} | 0 .../function-calling/perplexity.py} | 0 .../function-calling/qwen.py} | 0 .../function-calling/sambanova.py} | 0 .../function-calling/sarvam.py} | 0 .../function-calling/together.py} | 0 .../speech/aicoustics.py} | 0 .../speech/assemblyai-turn-detection.py} | 0 .../speech/assemblyai.py} | 0 .../speech/asyncai-http.py} | 0 .../speech/asyncai.py} | 0 .../speech/aws-strands.py} | 0 .../speech/aws.py} | 0 .../speech/azure-http.py} | 0 .../speech/azure.py} | 0 .../speech/camb.py} | 0 .../speech/cartesia-http.py} | 0 .../speech/cartesia.py} | 50 +-- .../speech/deepgram-flux-sagemaker.py} | 0 .../speech/deepgram-flux.py} | 0 .../speech/deepgram-http.py} | 0 .../speech/deepgram-sagemaker.py} | 0 .../speech/deepgram-vad.py} | 0 .../speech/deepgram.py} | 0 .../speech/elevenlabs-http.py} | 0 .../speech/elevenlabs.py} | 0 .../speech/fal.py} | 0 .../speech/fish.py} | 0 .../speech/gladia-vad.py} | 0 .../speech/gladia.py} | 0 .../speech/google-audio-in.py} | 0 .../speech/google-gemini-tts.py} | 0 .../speech/google-http.py} | 0 .../speech/google-image.py} | 0 .../speech/google.py} | 0 .../speech/gradium.py} | 0 .../speech/groq.py} | 0 .../speech/hume.py} | 0 .../speech/inworld-http.py} | 0 .../speech/inworld.py} | 0 .../speech/kokoro.py} | 0 .../speech/krisp-viva.py} | 0 .../speech/langchain.py} | 0 .../speech/lmnt.py} | 0 .../speech/minimax.py} | 0 .../speech/neuphonic-http.py} | 0 .../speech/neuphonic.py} | 0 .../speech/nvidia.py} | 0 .../speech/openai-http.py} | 0 .../speech/openai-responses-http.py} | 0 .../speech/openai-responses.py} | 0 .../speech/openai.py} | 0 .../speech/piper.py} | 0 .../speech/resemble.py} | 0 .../speech/rime-http.py} | 0 .../speech/rime.py} | 0 .../speech/sarvam-http.py} | 0 .../speech/sarvam.py} | 0 .../speech/smallest.py} | 0 .../speech/soniox.py} | 0 .../speech/speechmatics-vad.py} | 0 .../speech/speechmatics.py} | 0 .../speech/xai.py} | 0 .../speech/xtts.py} | 0 .../mcp-stdio.py} | 0 .../mcp-streamable-http-gemini-live.py} | 0 .../mcp-streamable-http.py} | 0 .../multiple-mcp.py} | 0 .../thinking-anthropic.py} | 0 .../thinking-functions-anthropic.py} | 0 .../thinking-functions-google.py} | 0 .../thinking-google.py} | 0 .../assemblyai.py} | 0 .../azure.py} | 0 .../cartesia.py} | 0 .../deepgram.py} | 0 .../elevenlabs.py} | 0 .../gladia-transcription.py} | 0 .../gladia-translation.py} | 0 .../google-llm.py} | 0 .../gradium.py} | 0 .../openai.py} | 0 .../soniox.py} | 0 .../speechmatics.py} | 0 .../whisper-local.py} | 0 .../whisper-mlx.py} | 0 .../whisper.py} | 0 .../daily.py} | 0 .../livekit.py} | 0 .../small-webrtc.py} | 0 .../detect-user-idle.py} | 0 .../filter-incomplete-turns.py} | 0 .../interruption-config.py} | 0 .../smart-turn-local-coreml.py} | 0 .../smart-turn-local.py} | 0 .../turn-tracking-observer.py} | 0 .../user-assistant-turns.py} | 0 .../user-mute-strategy.py} | 0 .../llm/anthropic.py} | 0 .../llm/aws-bedrock.py} | 0 .../llm/aws-nova-sonic.py} | 0 .../llm/azure-realtime.py} | 0 .../llm/azure.py} | 0 .../llm/cerebras.py} | 0 .../llm/deepseek.py} | 0 .../llm/fireworks.py} | 0 .../llm/gemini-live-vertex.py} | 0 .../llm/gemini-live.py} | 0 .../llm/google-vertex.py} | 0 .../llm/google.py} | 0 .../llm/grok-realtime.py} | 0 .../llm/grok.py} | 0 .../llm/groq.py} | 0 .../llm/mistral.py} | 0 .../llm/nvidia.py} | 0 .../llm/ollama.py} | 0 .../llm/openai-realtime.py} | 0 .../llm/openai-responses-http.py} | 0 .../llm/openai-responses.py} | 0 .../llm/openai.py} | 0 .../llm/openrouter.py} | 0 .../llm/perplexity.py} | 0 .../llm/qwen.py} | 0 .../llm/sambanova.py} | 0 .../llm/sarvam.py} | 0 .../llm/together.py} | 0 .../llm/ultravox-realtime.py} | 0 .../stt/assemblyai.py} | 0 .../stt/aws-transcribe.py} | 0 .../stt/azure.py} | 0 .../stt/cartesia.py} | 0 .../stt/deepgram-flux.py} | 0 .../stt/deepgram-sagemaker.py} | 0 .../stt/deepgram.py} | 0 .../stt/elevenlabs-realtime.py} | 0 .../stt/elevenlabs.py} | 0 .../stt/fal.py} | 0 .../stt/gladia.py} | 0 .../stt/google.py} | 0 .../stt/gradium.py} | 0 .../stt/groq.py} | 0 .../stt/nvidia-segmented.py} | 0 .../stt/nvidia.py} | 0 .../stt/openai-realtime.py} | 0 .../stt/sarvam.py} | 0 .../stt/soniox.py} | 0 .../stt/speechmatics.py} | 0 .../stt/whisper-api.py} | 0 .../stt/whisper-mlx.py} | 0 .../stt/whisper.py} | 0 .../tts/asyncai-http.py} | 0 .../tts/asyncai.py} | 0 .../tts/aws-polly.py} | 0 .../tts/azure-http.py} | 0 .../tts/azure.py} | 0 .../tts/camb.py} | 0 .../tts/cartesia-http.py} | 0 .../tts/cartesia.py} | 0 .../tts/deepgram-http.py} | 0 .../tts/deepgram-sagemaker.py} | 0 .../tts/deepgram.py} | 0 .../tts/elevenlabs-http.py} | 0 .../tts/elevenlabs.py} | 0 .../tts/fish.py} | 0 .../tts/gemini.py} | 0 .../tts/google-http.py} | 0 .../tts/google-stream.py} | 0 .../tts/gradium.py} | 0 .../tts/groq.py} | 0 .../tts/hume.py} | 0 .../tts/inworld-http.py} | 0 .../tts/inworld.py} | 0 .../tts/kokoro.py} | 0 .../tts/lmnt.py} | 0 .../tts/minimax.py} | 0 .../tts/neuphonic-http.py} | 0 .../tts/neuphonic.py} | 0 .../tts/nvidia.py} | 0 .../tts/openai.py} | 0 .../tts/piper-http.py} | 0 .../tts/piper.py} | 0 .../tts/resembleai.py} | 0 .../tts/rime-http.py} | 0 .../tts/rime.py} | 0 .../tts/sarvam-http.py} | 0 .../tts/sarvam.py} | 0 .../tts/speechmatics.py} | 0 .../tts/xtts.py} | 0 .../heygen-transport.py} | 0 .../heygen-video-service.py} | 0 .../lemonslice-transport.py} | 0 .../simli-layer.py} | 0 .../tavus-transport.py} | 0 .../tavus-video-service.py} | 0 .../custom-video-track.py} | 0 .../gstreamer-filesrc.py} | 0 .../gstreamer-videotestsrc.py} | 0 .../local-mirror.py} | 0 .../mirror.py} | 0 .../video-processing.py} | 0 .../anthropic.py} | 0 .../aws.py} | 0 .../gemini-flash.py} | 0 .../moondream.py} | 0 .../openai-responses-http.py} | 0 .../openai-responses.py} | 0 .../openai.py} | 0 scripts/evals/run-release-evals.py | 327 ++++++++---------- 307 files changed, 210 insertions(+), 641 deletions(-) delete mode 100644 examples/01-say-one-thing-piper.py delete mode 100644 examples/01-say-one-thing-rime.py delete mode 100644 examples/01b-livekit-audio.py delete mode 100644 examples/01c-nvidia-riva-tts.py delete mode 100644 examples/03-still-frame.py rename examples/{54c-context-summarization-dedicated-llm.py => context-summarization/dedicated-llm.py} (100%) rename examples/{54a-context-summarization-google.py => context-summarization/google.py} (100%) rename examples/{54b-context-summarization-manual-openai.py => context-summarization/manual-openai.py} (100%) rename examples/{54-context-summarization-openai.py => context-summarization/openai.py} (100%) rename examples/{34-audio-recording.py => features/audio-recording.py} (100%) rename examples/{45-before-and-after-events.py => features/before-and-after-events.py} (100%) rename examples/{23-bot-background-sound.py => features/bot-background-sound.py} (100%) rename examples/{53-concurrent-llm-evaluation.py => features/concurrent-llm-evaluation.py} (100%) rename examples/{53-concurrent-llm-rtvi-ignored-sources.py => features/concurrent-llm-rtvi-ignored-sources.py} (100%) rename examples/{08-custom-frame-processor.py => features/custom-frame-processor.py} (100%) rename examples/{32-gemini-grounding-metadata.py => features/gemini-grounding-metadata.py} (100%) rename examples/{33-gemini-rag.py => features/gemini-rag.py} (100%) rename examples/{16-gpu-container-local-bot.py => features/gpu-container-local-bot.py} (100%) rename examples/{31-heartbeats.py => features/heartbeats.py} (100%) rename examples/{52-live-translation.py => features/live-translation.py} (100%) rename examples/{37-mem0.py => features/mem0.py} (100%) rename examples/{30-observer.py => features/observer.py} (100%) rename examples/{35-pattern-pair-voice-switching.py => features/pattern-pair-voice-switching.py} (100%) rename examples/{47-sentry-metrics.py => features/sentry-metrics.py} (100%) rename examples/{48-service-switcher.py => features/service-switcher.py} (100%) rename examples/{11-sound-effects.py => features/sound-effects.py} (100%) rename examples/{15a-switch-languages.py => features/switch-languages.py} (100%) rename examples/{15-switch-voices.py => features/switch-voices.py} (100%) rename examples/{36-user-email-gathering.py => features/user-email-gathering.py} (100%) rename examples/{44-voicemail-detection.py => features/voicemail-detection.py} (100%) rename examples/{10-wake-phrase.py => features/wake-phrase.py} (100%) rename examples/{ => getting-started}/01-say-one-thing.py (100%) rename examples/{ => getting-started}/01a-local-audio.py (100%) rename examples/{ => getting-started}/02-llm-say-one-thing.py (100%) rename examples/{03b-still-frame-imagen.py => getting-started/03-still-frame.py} (100%) rename examples/{ => getting-started}/03a-local-still-frame.py (100%) rename examples/{05-sync-speech-and-image.py => getting-started/04-sync-speech-and-image.py} (100%) rename examples/{06a-image-sync.py => getting-started/05-speaking-state.py} (97%) rename examples/{07-interruptible.py => getting-started/06-voice-agent.py} (100%) rename examples/{07x-interruptible-local.py => getting-started/06a-voice-agent-local.py} (100%) rename examples/{14-function-calling.py => getting-started/07-function-calling.py} (100%) rename examples/{20c-persistent-context-anthropic.py => persistent-context/anthropic.py} (100%) rename examples/{20e-persistent-context-aws-nova-sonic.py => persistent-context/aws-nova-sonic.py} (100%) rename examples/{20d-persistent-context-gemini.py => persistent-context/gemini.py} (100%) rename examples/{20f-persistent-context-grok-realtime.py => persistent-context/grok-realtime.py} (100%) rename examples/{20b-persistent-context-openai-realtime-beta.py => persistent-context/openai-realtime-beta.py} (100%) rename examples/{20b-persistent-context-openai-realtime.py => persistent-context/openai-realtime.py} (100%) rename examples/{20a-persistent-context-openai-responses-http.py => persistent-context/openai-responses-http.py} (100%) rename examples/{20a-persistent-context-openai-responses.py => persistent-context/openai-responses.py} (100%) rename examples/{20a-persistent-context-openai.py => persistent-context/openai.py} (100%) rename examples/{40-aws-nova-sonic.py => realtime/aws-nova-sonic.py} (100%) rename examples/{19a-azure-realtime-beta.py => realtime/azure-beta.py} (100%) rename examples/{19a-azure-realtime.py => realtime/azure.py} (100%) rename examples/{26f-gemini-live-files-api.py => realtime/gemini-live-files-api.py} (100%) rename examples/{26b-gemini-live-function-calling.py => realtime/gemini-live-function-calling.py} (100%) rename examples/{26e-gemini-live-google-search.py => realtime/gemini-live-google-search.py} (100%) rename examples/{26i-gemini-live-graceful-end.py => realtime/gemini-live-graceful-end.py} (100%) rename examples/{26g-gemini-live-groundingMetadata.py => realtime/gemini-live-grounding-metadata.py} (100%) rename examples/{26a-gemini-live-local-vad.py => realtime/gemini-live-local-vad.py} (100%) rename examples/{26h-gemini-live-vertex-function-calling.py => realtime/gemini-live-vertex-function-calling.py} (100%) rename examples/{26c-gemini-live-video.py => realtime/gemini-live-video.py} (100%) rename examples/{26-gemini-live.py => realtime/gemini-live.py} (100%) rename examples/{51-grok-realtime.py => realtime/grok.py} (100%) rename examples/{19b-openai-realtime-beta-text.py => realtime/openai-beta-text.py} (100%) rename examples/{19-openai-realtime-beta.py => realtime/openai-beta.py} (100%) rename examples/{19c-openai-realtime-live-video.py => realtime/openai-live-video.py} (100%) rename examples/{19b-openai-realtime-text.py => realtime/openai-text.py} (100%) rename examples/{19-openai-realtime.py => realtime/openai.py} (100%) rename examples/{50a-ultravox-realtime-text.py => realtime/ultravox-text.py} (100%) rename examples/{50-ultravox-realtime.py => realtime/ultravox.py} (100%) rename examples/{14d-function-calling-anthropic-video.py => services/function-calling/anthropic-video.py} (100%) rename examples/{14a-function-calling-anthropic.py => services/function-calling/anthropic.py} (100%) rename examples/{14d-function-calling-aws-video.py => services/function-calling/aws-video.py} (100%) rename examples/{14r-function-calling-aws.py => services/function-calling/aws.py} (100%) rename examples/{14h-function-calling-azure.py => services/function-calling/azure.py} (100%) rename examples/{14k-function-calling-cerebras.py => services/function-calling/cerebras.py} (100%) rename examples/{14l-function-calling-deepseek.py => services/function-calling/deepseek.py} (100%) rename examples/{14t-function-calling-direct.py => services/function-calling/direct.py} (100%) rename examples/{14i-function-calling-fireworks.py => services/function-calling/fireworks.py} (100%) rename examples/{14o-function-calling-gemini-openai-format.py => services/function-calling/gemini-openai-format.py} (100%) rename examples/{14p-function-calling-gemini-vertex-ai.py => services/function-calling/google-vertex-ai.py} (100%) rename examples/{14d-function-calling-gemini-flash-video.py => services/function-calling/google-video.py} (100%) rename examples/{14e-function-calling-google.py => services/function-calling/google.py} (100%) rename examples/{14g-function-calling-grok.py => services/function-calling/grok.py} (100%) rename examples/{14f-function-calling-groq.py => services/function-calling/groq.py} (100%) rename examples/{14w-function-calling-mistral.py => services/function-calling/mistral.py} (100%) rename examples/{14d-function-calling-moondream-video.py => services/function-calling/moondream-video.py} (100%) rename examples/{14v-function-calling-nebius.py => services/function-calling/nebius.py} (100%) rename examples/{14z-function-calling-novita.py => services/function-calling/novita.py} (100%) rename examples/{14j-function-calling-nvidia.py => services/function-calling/nvidia.py} (100%) rename examples/{14u-function-calling-ollama.py => services/function-calling/ollama.py} (100%) rename examples/{14-function-calling-openai-responses-http.py => services/function-calling/openai-responses-http.py} (100%) rename examples/{14d-function-calling-openai-responses-video-http.py => services/function-calling/openai-responses-video-http.py} (100%) rename examples/{14d-function-calling-openai-responses-video.py => services/function-calling/openai-responses-video.py} (100%) rename examples/{14-function-calling-openai-responses.py => services/function-calling/openai-responses.py} (100%) rename examples/{14d-function-calling-openai-video.py => services/function-calling/openai-video.py} (100%) rename examples/{14b-function-calling-openai.py => services/function-calling/openai.py} (100%) rename examples/{14m-function-calling-openrouter.py => services/function-calling/openrouter.py} (100%) rename examples/{14n-function-calling-perplexity.py => services/function-calling/perplexity.py} (100%) rename examples/{14q-function-calling-qwen.py => services/function-calling/qwen.py} (100%) rename examples/{14s-function-calling-sambanova.py => services/function-calling/sambanova.py} (100%) rename examples/{14y-function-calling-sarvam.py => services/function-calling/sarvam.py} (100%) rename examples/{14c-function-calling-together.py => services/function-calling/together.py} (100%) rename examples/{07zd-interruptible-aicoustics.py => services/speech/aicoustics.py} (100%) rename examples/{07o-interruptible-assemblyai-turn-detection.py => services/speech/assemblyai-turn-detection.py} (100%) rename examples/{07o-interruptible-assemblyai.py => services/speech/assemblyai.py} (100%) rename examples/{07zc-interruptible-asyncai-http.py => services/speech/asyncai-http.py} (100%) rename examples/{07zc-interruptible-asyncai.py => services/speech/asyncai.py} (100%) rename examples/{07m-interruptible-aws-strands.py => services/speech/aws-strands.py} (100%) rename examples/{07m-interruptible-aws.py => services/speech/aws.py} (100%) rename examples/{07f-interruptible-azure-http.py => services/speech/azure-http.py} (100%) rename examples/{07f-interruptible-azure.py => services/speech/azure.py} (100%) rename examples/{07zg-interruptible-camb.py => services/speech/camb.py} (100%) rename examples/{07-interruptible-cartesia-http.py => services/speech/cartesia-http.py} (100%) rename examples/{06-listen-and-respond.py => services/speech/cartesia.py} (69%) rename examples/{07c-interruptible-deepgram-flux-sagemaker.py => services/speech/deepgram-flux-sagemaker.py} (100%) rename examples/{07c-interruptible-deepgram-flux.py => services/speech/deepgram-flux.py} (100%) rename examples/{07c-interruptible-deepgram-http.py => services/speech/deepgram-http.py} (100%) rename examples/{07c-interruptible-deepgram-sagemaker.py => services/speech/deepgram-sagemaker.py} (100%) rename examples/{07c-interruptible-deepgram-vad.py => services/speech/deepgram-vad.py} (100%) rename examples/{07c-interruptible-deepgram.py => services/speech/deepgram.py} (100%) rename examples/{07d-interruptible-elevenlabs-http.py => services/speech/elevenlabs-http.py} (100%) rename examples/{07d-interruptible-elevenlabs.py => services/speech/elevenlabs.py} (100%) rename examples/{07w-interruptible-fal.py => services/speech/fal.py} (100%) rename examples/{07t-interruptible-fish.py => services/speech/fish.py} (100%) rename examples/{07j-interruptible-gladia-vad.py => services/speech/gladia-vad.py} (100%) rename examples/{07j-interruptible-gladia.py => services/speech/gladia.py} (100%) rename examples/{07s-interruptible-google-audio-in.py => services/speech/google-audio-in.py} (100%) rename examples/{07n-interruptible-gemini.py => services/speech/google-gemini-tts.py} (100%) rename examples/{07n-interruptible-google-http.py => services/speech/google-http.py} (100%) rename examples/{07n-interruptible-gemini-image.py => services/speech/google-image.py} (100%) rename examples/{07n-interruptible-google.py => services/speech/google.py} (100%) rename examples/{07zf-interruptible-gradium.py => services/speech/gradium.py} (100%) rename examples/{07l-interruptible-groq.py => services/speech/groq.py} (100%) rename examples/{07ze-interruptible-hume.py => services/speech/hume.py} (100%) rename examples/{07zb-interruptible-inworld-http.py => services/speech/inworld-http.py} (100%) rename examples/{07zb-interruptible-inworld.py => services/speech/inworld.py} 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examples/{07e-interruptible-xai.py => services/speech/xai.py} (100%) rename examples/{07i-interruptible-xtts.py => services/speech/xtts.py} (100%) rename examples/{39-mcp-stdio.py => thinking-and-mcp/mcp-stdio.py} (100%) rename examples/{39b-mcp-streamable-http-gemini-live.py => thinking-and-mcp/mcp-streamable-http-gemini-live.py} (100%) rename examples/{39a-mcp-streamable-http.py => thinking-and-mcp/mcp-streamable-http.py} (100%) rename examples/{39c-multiple-mcp.py => thinking-and-mcp/multiple-mcp.py} (100%) rename examples/{49a-thinking-anthropic.py => thinking-and-mcp/thinking-anthropic.py} (100%) rename examples/{49c-thinking-functions-anthropic.py => thinking-and-mcp/thinking-functions-anthropic.py} (100%) rename examples/{49d-thinking-functions-google.py => thinking-and-mcp/thinking-functions-google.py} (100%) rename examples/{49b-thinking-google.py => thinking-and-mcp/thinking-google.py} (100%) rename examples/{13d-assemblyai-transcription.py => transcription/assemblyai.py} 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transcription/whisper-local.py} (100%) rename examples/{13e-whisper-mlx.py => transcription/whisper-mlx.py} (100%) rename examples/{13-whisper-transcription.py => transcription/whisper.py} (100%) rename examples/{04a-transports-daily.py => transports/daily.py} (100%) rename examples/{04b-transports-livekit.py => transports/livekit.py} (100%) rename examples/{04-transports-small-webrtc.py => transports/small-webrtc.py} (100%) rename examples/{17-detect-user-idle.py => turn-management/detect-user-idle.py} (100%) rename examples/{22-filter-incomplete-turns.py => turn-management/filter-incomplete-turns.py} (100%) rename examples/{42-interruption-config.py => turn-management/interruption-config.py} (100%) rename examples/{38a-smart-turn-local-coreml.py => turn-management/smart-turn-local-coreml.py} (100%) rename examples/{38b-smart-turn-local.py => turn-management/smart-turn-local.py} (100%) rename examples/{29-turn-tracking-observer.py => turn-management/turn-tracking-observer.py} (100%) 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examples/{55zm-update-settings-gemini-live-vertex.py => update-settings/llm/gemini-live-vertex.py} (100%) rename examples/{55zm-update-settings-gemini-live.py => update-settings/llm/gemini-live.py} (100%) rename examples/{55zk-update-settings-google-vertex-llm.py => update-settings/llm/google-vertex.py} (100%) rename examples/{55zk-update-settings-google-llm.py => update-settings/llm/google.py} (100%) rename examples/{55zo-update-settings-grok-realtime.py => update-settings/llm/grok-realtime.py} (100%) rename examples/{55zza-update-settings-grok-llm.py => update-settings/llm/grok.py} (100%) rename examples/{55zzb-update-settings-groq-llm.py => update-settings/llm/groq.py} (100%) rename examples/{55zzc-update-settings-mistral-llm.py => update-settings/llm/mistral.py} (100%) rename examples/{55zzd-update-settings-nvidia-llm.py => update-settings/llm/nvidia.py} (100%) rename examples/{55zze-update-settings-ollama-llm.py => update-settings/llm/ollama.py} (100%) rename examples/{55zl-update-settings-openai-realtime.py => update-settings/llm/openai-realtime.py} (100%) rename examples/{55zi-update-settings-openai-responses-http-llm.py => update-settings/llm/openai-responses-http.py} (100%) rename examples/{55zi-update-settings-openai-responses-llm.py => update-settings/llm/openai-responses.py} (100%) rename examples/{55zi-update-settings-openai-llm.py => update-settings/llm/openai.py} (100%) rename examples/{55zzf-update-settings-openrouter-llm.py => update-settings/llm/openrouter.py} (100%) rename examples/{55zzg-update-settings-perplexity-llm.py => update-settings/llm/perplexity.py} (100%) rename examples/{55zzh-update-settings-qwen-llm.py => update-settings/llm/qwen.py} (100%) rename examples/{55zzi-update-settings-sambanova-llm.py => update-settings/llm/sambanova.py} (100%) rename examples/{55zzq-update-settings-sarvam-llm.py => update-settings/llm/sarvam.py} (100%) rename examples/{55zzj-update-settings-together-llm.py => update-settings/llm/together.py} (100%) rename examples/{55zn-update-settings-ultravox-realtime.py => update-settings/llm/ultravox-realtime.py} (100%) rename examples/{55d-update-settings-assemblyai-stt.py => update-settings/stt/assemblyai.py} (100%) rename examples/{55l-update-settings-aws-transcribe-stt.py => update-settings/stt/aws-transcribe.py} (100%) rename examples/{55b-update-settings-azure-stt.py => update-settings/stt/azure.py} (100%) rename examples/{55m-update-settings-cartesia-stt.py => update-settings/stt/cartesia.py} (100%) rename examples/{55a-update-settings-deepgram-flux-stt.py => update-settings/stt/deepgram-flux.py} (100%) rename examples/{55a-update-settings-deepgram-sagemaker-stt.py => update-settings/stt/deepgram-sagemaker.py} (100%) rename examples/{55a-update-settings-deepgram-stt.py => update-settings/stt/deepgram.py} (100%) rename examples/{55f-update-settings-elevenlabs-realtime-stt.py => update-settings/stt/elevenlabs-realtime.py} (100%) rename examples/{55g-update-settings-elevenlabs-stt.py => update-settings/stt/elevenlabs.py} (100%) rename examples/{55zq-update-settings-fal-stt.py => update-settings/stt/fal.py} (100%) rename examples/{55e-update-settings-gladia-stt.py => update-settings/stt/gladia.py} (100%) rename examples/{55c-update-settings-google-stt.py => update-settings/stt/google.py} (100%) rename examples/{55zr-update-settings-gradium-stt.py => update-settings/stt/gradium.py} (100%) rename examples/{55zzn-update-settings-groq-stt.py => update-settings/stt/groq.py} (100%) rename examples/{55zt-update-settings-nvidia-segmented-stt.py => update-settings/stt/nvidia-segmented.py} (100%) rename examples/{55zt-update-settings-nvidia-stt.py => update-settings/stt/nvidia.py} (100%) rename examples/{55zu-update-settings-openai-realtime-stt.py => update-settings/stt/openai-realtime.py} (100%) rename examples/{55j-update-settings-sarvam-stt.py => update-settings/stt/sarvam.py} (100%) rename examples/{55k-update-settings-soniox-stt.py => update-settings/stt/soniox.py} (100%) rename examples/{55h-update-settings-speechmatics-stt.py => update-settings/stt/speechmatics.py} (100%) rename examples/{55i-update-settings-whisper-api-stt.py => update-settings/stt/whisper-api.py} (100%) rename examples/{55zs-update-settings-whisper-mlx-stt.py => update-settings/stt/whisper-mlx.py} (100%) rename examples/{55zs-update-settings-whisper-stt.py => update-settings/stt/whisper.py} (100%) rename examples/{55zv-update-settings-asyncai-http-tts.py => update-settings/tts/asyncai-http.py} (100%) rename examples/{55zv-update-settings-asyncai-tts.py => update-settings/tts/asyncai.py} (100%) rename examples/{55zd-update-settings-aws-polly-tts.py => update-settings/tts/aws-polly.py} (100%) rename examples/{55r-update-settings-azure-http-tts.py => update-settings/tts/azure-http.py} (100%) rename examples/{55r-update-settings-azure-tts.py => update-settings/tts/azure.py} (100%) rename examples/{55zf-update-settings-camb-tts.py => update-settings/tts/camb.py} (100%) rename examples/{55n-update-settings-cartesia-http-tts.py => update-settings/tts/cartesia-http.py} (100%) rename examples/{55n-update-settings-cartesia-tts.py => update-settings/tts/cartesia.py} (100%) rename examples/{55q-update-settings-deepgram-http-tts.py => update-settings/tts/deepgram-http.py} (100%) rename examples/{55q-update-settings-deepgram-sagemaker-tts.py => update-settings/tts/deepgram-sagemaker.py} (100%) rename examples/{55q-update-settings-deepgram-tts.py => update-settings/tts/deepgram.py} (100%) rename examples/{55o-update-settings-elevenlabs-http-tts.py => update-settings/tts/elevenlabs-http.py} (100%) rename examples/{55o-update-settings-elevenlabs-tts.py => update-settings/tts/elevenlabs.py} (100%) rename examples/{55w-update-settings-fish-tts.py => update-settings/tts/fish.py} (100%) rename examples/{55zc-update-settings-gemini-tts.py => update-settings/tts/gemini.py} (100%) rename examples/{55s-update-settings-google-http-tts.py => update-settings/tts/google-http.py} (100%) rename examples/{55s-update-settings-google-stream-tts.py => update-settings/tts/google-stream.py} (100%) rename examples/{55zw-update-settings-gradium-tts.py => update-settings/tts/gradium.py} (100%) rename examples/{55y-update-settings-groq-tts.py => update-settings/tts/groq.py} (100%) rename examples/{55z-update-settings-hume-tts.py => update-settings/tts/hume.py} (100%) rename examples/{55zb-update-settings-inworld-http-tts.py => update-settings/tts/inworld-http.py} (100%) rename examples/{55zb-update-settings-inworld-tts.py => update-settings/tts/inworld.py} (100%) rename examples/{55zg-update-settings-kokoro-tts.py => update-settings/tts/kokoro.py} (100%) rename examples/{55v-update-settings-lmnt-tts.py => update-settings/tts/lmnt.py} (100%) rename examples/{55x-update-settings-minimax-tts.py => update-settings/tts/minimax.py} (100%) rename examples/{55za-update-settings-neuphonic-http-tts.py => update-settings/tts/neuphonic-http.py} (100%) rename examples/{55za-update-settings-neuphonic-tts.py => update-settings/tts/neuphonic.py} (100%) rename examples/{55zzl-update-settings-nvidia-tts.py => update-settings/tts/nvidia.py} (100%) rename examples/{55p-update-settings-openai-tts.py => update-settings/tts/openai.py} (100%) rename examples/{55t-update-settings-piper-http-tts.py => update-settings/tts/piper-http.py} (100%) rename examples/{55t-update-settings-piper-tts.py => update-settings/tts/piper.py} (100%) rename examples/{55zh-update-settings-resembleai-tts.py => update-settings/tts/resembleai.py} (100%) rename examples/{55u-update-settings-rime-http-tts.py => update-settings/tts/rime-http.py} (100%) rename examples/{55u-update-settings-rime-tts.py => update-settings/tts/rime.py} (100%) rename examples/{55ze-update-settings-sarvam-http-tts.py => update-settings/tts/sarvam-http.py} (100%) rename examples/{55ze-update-settings-sarvam-tts.py => update-settings/tts/sarvam.py} (100%) rename examples/{55zzm-update-settings-speechmatics-tts.py => update-settings/tts/speechmatics.py} (100%) rename examples/{55zzp-update-settings-xtts-tts.py => update-settings/tts/xtts.py} (100%) rename examples/{43-heygen-transport.py => video-avatar/heygen-transport.py} (100%) rename examples/{43a-heygen-video-service.py => video-avatar/heygen-video-service.py} (100%) rename examples/{56-lemonslice-transport.py => video-avatar/lemonslice-transport.py} (100%) rename examples/{27-simli-layer.py => video-avatar/simli-layer.py} (100%) rename examples/{21-tavus-transport.py => video-avatar/tavus-transport.py} (100%) rename examples/{21a-tavus-video-service.py => video-avatar/tavus-video-service.py} (100%) rename examples/{57-custom-video-track.py => video-processing/custom-video-track.py} (100%) rename examples/{18-gstreamer-filesrc.py => video-processing/gstreamer-filesrc.py} (100%) rename examples/{18a-gstreamer-videotestsrc.py => video-processing/gstreamer-videotestsrc.py} (100%) rename examples/{09a-local-mirror.py => video-processing/local-mirror.py} (100%) rename examples/{09-mirror.py => video-processing/mirror.py} (100%) rename examples/{46-video-processing.py => video-processing/video-processing.py} (100%) rename examples/{12a-describe-image-anthropic.py => vision/anthropic.py} (100%) rename examples/{12b-describe-image-aws.py => vision/aws.py} (100%) rename examples/{12c-describe-image-gemini-flash.py => vision/gemini-flash.py} (100%) rename examples/{12d-describe-image-moondream.py => vision/moondream.py} (100%) rename examples/{12-describe-image-openai-responses-http.py => vision/openai-responses-http.py} (100%) rename examples/{12-describe-image-openai-responses.py => vision/openai-responses.py} (100%) rename examples/{12-describe-image-openai.py => vision/openai.py} (100%) diff --git a/README.md b/README.md index 78b359d07..af165a94f 100644 --- a/README.md +++ b/README.md @@ -80,7 +80,7 @@ Catch new features, interviews, and how-tos on our [Pipecat TV](https://www.yout
  - +

## 🧩 Available services diff --git a/examples/01-say-one-thing-piper.py b/examples/01-say-one-thing-piper.py deleted file mode 100644 index 6c4e1836e..000000000 --- a/examples/01-say-one-thing-piper.py +++ /dev/null @@ -1,71 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -import os - -import aiohttp -from dotenv import load_dotenv -from loguru import logger - -from pipecat.frames.frames import EndFrame, TTSSpeakFrame -from pipecat.pipeline.pipeline import Pipeline -from pipecat.pipeline.runner import PipelineRunner -from pipecat.pipeline.task import PipelineTask -from pipecat.runner.types import RunnerArguments -from pipecat.runner.utils import create_transport -from pipecat.services.piper.tts import PiperHttpTTSService -from pipecat.transports.base_transport import BaseTransport, TransportParams -from pipecat.transports.daily.transport import DailyParams -from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams - -load_dotenv(override=True) - - -# We use lambdas to defer transport parameter creation until the transport -# type is selected at runtime. -transport_params = { - "daily": lambda: DailyParams(audio_out_enabled=True), - "twilio": lambda: FastAPIWebsocketParams(audio_out_enabled=True), - "webrtc": lambda: TransportParams(audio_out_enabled=True), -} - - -async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): - logger.info(f"Starting bot") - - # Create an HTTP session - async with aiohttp.ClientSession() as session: - tts = PiperHttpTTSService( - base_url=os.getenv("PIPER_BASE_URL"), - aiohttp_session=session, - sample_rate=24000, - ) - - task = PipelineTask( - Pipeline([tts, transport.output()]), - idle_timeout_secs=runner_args.pipeline_idle_timeout_secs, - ) - - # Register an event handler so we can play the audio when the client joins - @transport.event_handler("on_client_connected") - async def on_client_connected(transport, client): - await task.queue_frames([TTSSpeakFrame(f"Hello there!"), EndFrame()]) - - runner = PipelineRunner(handle_sigint=runner_args.handle_sigint) - - await runner.run(task) - - -async def bot(runner_args: RunnerArguments): - """Main bot entry point compatible with Pipecat Cloud.""" - transport = await create_transport(runner_args, transport_params) - await run_bot(transport, runner_args) - - -if __name__ == "__main__": - from pipecat.runner.run import main - - main() diff --git a/examples/01-say-one-thing-rime.py b/examples/01-say-one-thing-rime.py deleted file mode 100644 index a9df51f7f..000000000 --- a/examples/01-say-one-thing-rime.py +++ /dev/null @@ -1,72 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -import os - -import aiohttp -from dotenv import load_dotenv -from loguru import logger - -from pipecat.frames.frames import EndFrame, TTSSpeakFrame -from pipecat.pipeline.pipeline import Pipeline -from pipecat.pipeline.runner import PipelineRunner -from pipecat.pipeline.task import PipelineTask -from pipecat.runner.types import RunnerArguments -from pipecat.runner.utils import create_transport -from pipecat.services.rime.tts import RimeHttpTTSService -from pipecat.transports.base_transport import BaseTransport, TransportParams -from pipecat.transports.daily.transport import DailyParams -from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams - -load_dotenv(override=True) - -# We use lambdas to defer transport parameter creation until the transport -# type is selected at runtime. -transport_params = { - "daily": lambda: DailyParams(audio_out_enabled=True), - "twilio": lambda: FastAPIWebsocketParams(audio_out_enabled=True), - "webrtc": lambda: TransportParams(audio_out_enabled=True), -} - - -async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): - logger.info(f"Starting bot") - - # Create an HTTP session - async with aiohttp.ClientSession() as session: - tts = RimeHttpTTSService( - api_key=os.getenv("RIME_API_KEY", ""), - aiohttp_session=session, - settings=RimeHttpTTSService.Settings( - voice="rex", - ), - ) - - task = PipelineTask( - Pipeline([tts, transport.output()]), - idle_timeout_secs=runner_args.pipeline_idle_timeout_secs, - ) - - # Register an event handler so we can play the audio when the client joins - @transport.event_handler("on_client_connected") - async def on_client_connected(transport, client): - await task.queue_frames([TTSSpeakFrame(f"Hello there!"), EndFrame()]) - - runner = PipelineRunner(handle_sigint=runner_args.handle_sigint) - - await runner.run(task) - - -async def bot(runner_args: RunnerArguments): - """Main bot entry point compatible with Pipecat Cloud.""" - transport = await create_transport(runner_args, transport_params) - await run_bot(transport, runner_args) - - -if __name__ == "__main__": - from pipecat.runner.run import main - - main() diff --git a/examples/01b-livekit-audio.py b/examples/01b-livekit-audio.py deleted file mode 100644 index 5f64a29ed..000000000 --- a/examples/01b-livekit-audio.py +++ /dev/null @@ -1,64 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -import asyncio -import os -import sys - -from dotenv import load_dotenv -from loguru import logger - -from pipecat.frames.frames import TTSSpeakFrame -from pipecat.pipeline.pipeline import Pipeline -from pipecat.pipeline.runner import PipelineRunner -from pipecat.pipeline.task import PipelineTask -from pipecat.runner.livekit import configure -from pipecat.services.cartesia.tts import CartesiaTTSService -from pipecat.transports.livekit.transport import LiveKitParams, LiveKitTransport - -load_dotenv(override=True) - -logger.remove(0) -logger.add(sys.stderr, level="DEBUG") - - -async def main(): - (url, token, room_name) = await configure() - - transport = LiveKitTransport( - url=url, - token=token, - room_name=room_name, - params=LiveKitParams(audio_out_enabled=True), - ) - - tts = CartesiaTTSService( - api_key=os.getenv("CARTESIA_API_KEY"), - settings=CartesiaTTSService.Settings( - voice="71a7ad14-091c-4e8e-a314-022ece01c121", # British Reading Lady - ), - ) - - runner = PipelineRunner() - - task = PipelineTask(Pipeline([tts, transport.output()])) - - # Register an event handler so we can play the audio when the - # participant joins. - @transport.event_handler("on_first_participant_joined") - async def on_first_participant_joined(transport, participant_id): - await asyncio.sleep(1) - await task.queue_frame( - TTSSpeakFrame( - "Hello there! How are you doing today? Would you like to talk about the weather?" - ) - ) - - await runner.run(task) - - -if __name__ == "__main__": - asyncio.run(main()) diff --git a/examples/01c-nvidia-riva-tts.py b/examples/01c-nvidia-riva-tts.py deleted file mode 100644 index 2be99c5b4..000000000 --- a/examples/01c-nvidia-riva-tts.py +++ /dev/null @@ -1,64 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -import os - -from dotenv import load_dotenv -from loguru import logger - -from pipecat.frames.frames import EndFrame, TTSSpeakFrame -from pipecat.pipeline.pipeline import Pipeline -from pipecat.pipeline.runner import PipelineRunner -from pipecat.pipeline.task import PipelineTask -from pipecat.runner.types import RunnerArguments -from pipecat.runner.utils import create_transport -from pipecat.services.nvidia.tts import NvidiaTTSService -from pipecat.transports.base_transport import BaseTransport, TransportParams -from pipecat.transports.daily.transport import DailyParams -from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams - -load_dotenv(override=True) - - -# We use lambdas to defer transport parameter creation until the transport -# type is selected at runtime. -transport_params = { - "daily": lambda: DailyParams(audio_out_enabled=True), - "twilio": lambda: FastAPIWebsocketParams(audio_out_enabled=True), - "webrtc": lambda: TransportParams(audio_out_enabled=True), -} - - -async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): - logger.info(f"Starting bot") - - tts = NvidiaTTSService(api_key=os.getenv("NVIDIA_API_KEY")) - - task = PipelineTask( - Pipeline([tts, transport.output()]), - idle_timeout_secs=runner_args.pipeline_idle_timeout_secs, - ) - - # Register an event handler so we can play the audio when the client joins - @transport.event_handler("on_client_connected") - async def on_client_connected(transport, client): - await task.queue_frames([TTSSpeakFrame(f"Hello there!"), EndFrame()]) - - runner = PipelineRunner(handle_sigint=runner_args.handle_sigint) - - await runner.run(task) - - -async def bot(runner_args: RunnerArguments): - """Main bot entry point compatible with Pipecat Cloud.""" - transport = await create_transport(runner_args, transport_params) - await run_bot(transport, runner_args) - - -if __name__ == "__main__": - from pipecat.runner.run import main - - main() diff --git a/examples/03-still-frame.py b/examples/03-still-frame.py deleted file mode 100644 index dc1bf4c5f..000000000 --- a/examples/03-still-frame.py +++ /dev/null @@ -1,84 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -import os - -import aiohttp -from dotenv import load_dotenv -from loguru import logger - -from pipecat.frames.frames import TextFrame -from pipecat.pipeline.pipeline import Pipeline -from pipecat.pipeline.runner import PipelineRunner -from pipecat.pipeline.task import PipelineTask -from pipecat.runner.types import RunnerArguments -from pipecat.runner.utils import create_transport -from pipecat.services.fal.image import FalImageGenService -from pipecat.transports.base_transport import BaseTransport, TransportParams -from pipecat.transports.daily.transport import DailyParams - -load_dotenv(override=True) - - -# We use lambdas to defer transport parameter creation until the transport -# type is selected at runtime. -transport_params = { - "daily": lambda: DailyParams( - video_out_enabled=True, - video_out_width=1024, - video_out_height=1024, - ), - "webrtc": lambda: TransportParams( - video_out_enabled=True, - video_out_width=1024, - video_out_height=1024, - ), -} - - -async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): - logger.info(f"Starting bot") - - # Create an HTTP session - async with aiohttp.ClientSession() as session: - imagegen = FalImageGenService( - settings=FalImageGenService.Settings( - image_size="square_hd", - ), - aiohttp_session=session, - key=os.getenv("FAL_KEY"), - ) - - task = PipelineTask( - Pipeline([imagegen, transport.output()]), - idle_timeout_secs=runner_args.pipeline_idle_timeout_secs, - ) - - # Register an event handler so we can play the audio when the client joins - @transport.event_handler("on_client_connected") - async def on_client_connected(transport, client): - await task.queue_frame(TextFrame("a cat in the style of picasso")) - - @transport.event_handler("on_client_disconnected") - async def on_client_disconnected(transport, client): - logger.info(f"Client disconnected") - await task.cancel() - - runner = PipelineRunner(handle_sigint=runner_args.handle_sigint) - - await runner.run(task) - - -async def bot(runner_args: RunnerArguments): - """Main bot entry point compatible with Pipecat Cloud.""" - transport = await create_transport(runner_args, transport_params) - await run_bot(transport, runner_args) - - -if __name__ == "__main__": - from pipecat.runner.run import main - - main() diff --git a/examples/README.md b/examples/README.md index e8a0dd9bf..f584d3768 100644 --- a/examples/README.md +++ b/examples/README.md @@ -1,6 +1,6 @@ # Pipecat Examples -This directory contains examples showing how to build voice and multimodal agents with Pipecat. Each example demonstrates specific features, progressing from basic to advanced concepts. +This directory contains examples showing how to build voice and multimodal agents with Pipecat. ## Setup @@ -17,19 +17,13 @@ This directory contains examples showing how to build voice and multimodal agent # Edit .env with your API keys ``` -3. Navigate to the examples directory if you aren't already there: +3. Run any example: ```bash - cd examples + uv run python getting-started/01-say-one-thing.py ``` -4. Run any example: - - ```bash - uv run python 01-say-one-thing.py - ``` - -5. Open the web interface at http://localhost:7860/client/ and click "Connect" +4. Open the web interface at http://localhost:7860/client/ and click "Connect" ## Running examples with other transports @@ -40,7 +34,7 @@ Most examples support running with other transports, like Twilio or Daily. You need to create a Daily account at https://dashboard.daily.co/u/signup. Once signed up, you can create your own room from the dashboard and set the environment variables `DAILY_ROOM_URL` and `DAILY_API_KEY`. Alternatively, you can let the example create a room for you (still needs `DAILY_API_KEY` environment variable). Then, start any example with `-t daily`: ```bash -uv run 07-interruptible.py -t daily +uv run getting-started/06-voice-agent.py -t daily ``` ### Twilio @@ -58,74 +52,73 @@ ngrok http 7860 Then, run the example with: ```bash -uv run 07-interruptible.py -t twilio -x NGROK_HOST_NAME +uv run getting-started/06-voice-agent.py -t twilio -x NGROK_HOST_NAME ``` -## Examples by Feature +## Directory Structure -### Basics +### [`getting-started/`](./getting-started/) -- **[01-say-one-thing.py](./01-say-one-thing.py)**: Most basic bot that says one phrase and exits (Transport, TTS, Event handlers) -- **[02-llm-say-one-thing.py](./02-llm-say-one-thing.py)**: Bot generates a response with an LLM (LLM initialization) -- **[03-still-frame.py](./03-still-frame.py)**: Displays a static image (Video transport, Image service) -- **[04-transport.py](./04-transport.py)**: Different transport options (WebRTC, Daily, Livekit) +Progressive introduction to Pipecat, from minimal TTS to a full voice agent with function calling. -### Conversational AI +### [`services/`](./services/) -- **[07-interruptible.py](./07-interruptible.py)**: Basic voice assistant bot (STT, TTS, LLM, Interruptible speech) -- **[10-wake-phrase.py](./10-wake-phrase.py)**: Bot activated by wake phrase (WakeCheckFilter) -- **[22-natural-conversation.py](./22-natural-conversation.py)**: Smart turn detection (Multiple LLMs, Turn management) -- **[38-smart-turn-fal.py](./38-smart-turn-fal.py)**: ML-based turn detection (Fal service, Local models) +Service provider integration examples, organized into subfolders: -### Common Utilities +- **[`speech/`](./services/speech/)** — Full STT + LLM + TTS pipelines showcasing different speech service providers (Deepgram, ElevenLabs, Cartesia, etc.) +- **[`function-calling/`](./services/function-calling/)** — Function calling with different LLM providers (OpenAI, Anthropic, Google, etc.) -- **[17-detect-user-idle.py](./17-detect-user-idle.py)**: Handle inactive users (UserIdleProcessor) -- **[24-user-mute-strategy.py](./24-user-mute-strategy.py)**: Selectively mute user input (LLMUserAggregator user mute strategies) -- **[28-transcription-processor.py](./28-transcription-processor.py)**: Record conversation text (TranscriptProcessor) -- **[30-observer.py](./30-observer.py)**: Access frame data (Custom observers) -- **[31-heartbeats.py](./31-heartbeats.py)**: Detect idle pipelines (Pipeline monitoring) -- **[34-audio-recording.py](./34-audio-recording.py)**: Record conversation audio (Composite and track-level recording) +### [`transcription/`](./transcription/) -### Advanced LLM Features +Speech-to-text examples with various STT providers. -- **[14-function-calling.py](./14-function-calling.py)**: Bot with tool usage (Function schemas, Tool registration) -- **[20a-persistent-context-openai.py](./20a-persistent-context-openai.py)**: Persistent conversation context (Memory management) -- **[32-gemini-grounding-metadata.py](./32-gemini-grounding-metadata.py)**: Web search capabilities (Google search integration) -- **[33-gemini-rag.py](./33-gemini-rag.py)**: Retrieval-augmented generation (Data sources, Grounding) -- **[37-mem0.py](./37-mem0.py)**: Long-term agent memory (Mem0 service integration) +### [`vision/`](./vision/) -### Media Handling +Image description and vision capabilities with different multimodal LLMs. -- **[05-sync-speech-and-images.py](./05-sync-speech-and-images.py)**: Synchronized narration with images (Custom processors, SyncParallelPipeline) -- **[06a-image-sync.py](./06a-image-sync.py)**: Dynamic image updates while speaking (Synchronized A/V pipelines) -- **[09-mirror.py](./09-mirror.py)**: Mirror user's audio and video (Custom frame processors) -- **[11-sound-effects.py](./11-sound-effects.py)**: Add sounds when bot speaks (Sound playback, Event synchronization) -- **[23-bot-background-sound.py](./23-bot-background-sound.py)**: Play background audio (SoundfileMixer) +### [`realtime/`](./realtime/) -### Vision & Multimodal +Realtime and multimodal live APIs (OpenAI Realtime, Gemini Live, AWS Nova Sonic, Ultravox, Grok). -- **[12a-describe-video-gemini-flash.py](./12a-describe-video-gemini-flash.py)**: Bot describes user's video (Video input, Multimodal LLMs) -- **[26c-gemini-live-video.py](./26c-gemini-live-video.py)**: Gemini with video input (Streaming video, Function calls) +### [`persistent-context/`](./persistent-context/) -### Voice & Language +Maintaining conversation context across sessions with different providers. -- **[13-transcription.py](./13-transcription.py)**: Speech transcription demo (STT providers, Real-time transcription) -- **[15-switch-voices.py](./15-switch-voices.py)**: Dynamic voice/language changing (ParallelPipelines, FunctionFilters) -- **[25-google-audio-in.py](./25-google-audio-in.py)**: Gemini for speech recognition (Alternative transcription) -- **[35-pattern-pair-voice-switching.py](./35-pattern-pair-voice-switching.py)**: Dynamic TTS voice switching (XML parsing, PatternPairAggregator) -- **[36-user-email-gathering.py](./36-user-email-gathering.py)**: Spelling mode for TTS (Confirmation patterns, XML tags) +### [`context-summarization/`](./context-summarization/) -### Integration Examples +Summarizing conversation context to manage token limits. -- **[18-gstreamer-filesrc.py](./18-gstreamer-filesrc.py)**: GStreamer video streaming (Video processing) -- **[19-openai-realtime-beta.py](./19-openai-realtime-beta.py)**: OpenAI Speech-to-Speech (Direct S2S, Function calls) -- **[21-tavus-layer-tavus-transport.py](./21-tavus-layer-tavus-transport.py)**: Tavus digital twin (Avatar integration) -- **[27-simli-layer.py](./27-simli-layer.py)**: Simli avatar integration (Video synchronization) -- **[56-lemonslice-transport.py](./56-lemonslice-transport.py)**: LemonSlice avatar integration (A/V Synced Avatar integration) +### [`update-settings/`](./update-settings/) -### Performance & Optimization +Changing service settings at runtime, organized by service type: -- **[16-gpu-container-local-bot.py](./16-gpu-container-local-bot.py)**: GPU-accelerated local bot (Performance measurement) +- **[`stt/`](./update-settings/stt/)** — Speech-to-text settings +- **[`tts/`](./update-settings/tts/)** — Text-to-speech settings +- **[`llm/`](./update-settings/llm/)** — LLM settings + +### [`turn-management/`](./turn-management/) + +Turn detection, interruption handling, and user input management. + +### [`thinking-and-mcp/`](./thinking-and-mcp/) + +LLM thinking/reasoning modes and MCP (Model Context Protocol) tool server integration. + +### [`transports/`](./transports/) + +Transport layer examples (WebRTC, Daily, LiveKit). + +### [`video-avatar/`](./video-avatar/) + +Video avatar integrations (Tavus, HeyGen, Simli, LemonSlice). + +### [`video-processing/`](./video-processing/) + +Video processing, mirroring, GStreamer, and custom video tracks. + +### [`features/`](./features/) + +Miscellaneous features: sound effects, wake phrases, observers, audio recording, live translation, service switching, and more. ## Advanced Usage @@ -141,4 +134,4 @@ uv run python --host 0.0.0.0 --port 8080 - **Connection errors**: Verify API keys in `.env` file - **Port conflicts**: Use `--port` to change the port -For more examples, visit our the [pipecat-examples repository](https://github.com/pipecat-ai/pipecat-examples). +For more examples, visit the [pipecat-examples repository](https://github.com/pipecat-ai/pipecat-examples). diff --git a/examples/54c-context-summarization-dedicated-llm.py b/examples/context-summarization/dedicated-llm.py similarity index 100% rename from examples/54c-context-summarization-dedicated-llm.py rename to examples/context-summarization/dedicated-llm.py diff --git a/examples/54a-context-summarization-google.py b/examples/context-summarization/google.py similarity index 100% rename from examples/54a-context-summarization-google.py rename to examples/context-summarization/google.py diff --git a/examples/54b-context-summarization-manual-openai.py b/examples/context-summarization/manual-openai.py similarity index 100% rename from examples/54b-context-summarization-manual-openai.py rename to examples/context-summarization/manual-openai.py diff --git a/examples/54-context-summarization-openai.py b/examples/context-summarization/openai.py similarity index 100% rename from examples/54-context-summarization-openai.py rename to examples/context-summarization/openai.py diff --git a/examples/34-audio-recording.py b/examples/features/audio-recording.py similarity index 100% rename from examples/34-audio-recording.py rename to examples/features/audio-recording.py diff --git a/examples/45-before-and-after-events.py b/examples/features/before-and-after-events.py similarity index 100% rename from examples/45-before-and-after-events.py rename to examples/features/before-and-after-events.py diff --git a/examples/23-bot-background-sound.py b/examples/features/bot-background-sound.py similarity index 100% rename from examples/23-bot-background-sound.py rename to examples/features/bot-background-sound.py diff --git a/examples/53-concurrent-llm-evaluation.py b/examples/features/concurrent-llm-evaluation.py similarity index 100% rename from examples/53-concurrent-llm-evaluation.py rename to examples/features/concurrent-llm-evaluation.py diff --git a/examples/53-concurrent-llm-rtvi-ignored-sources.py b/examples/features/concurrent-llm-rtvi-ignored-sources.py similarity index 100% rename from examples/53-concurrent-llm-rtvi-ignored-sources.py rename to examples/features/concurrent-llm-rtvi-ignored-sources.py diff --git a/examples/08-custom-frame-processor.py b/examples/features/custom-frame-processor.py similarity index 100% rename from examples/08-custom-frame-processor.py rename to examples/features/custom-frame-processor.py diff --git a/examples/32-gemini-grounding-metadata.py b/examples/features/gemini-grounding-metadata.py similarity index 100% rename from examples/32-gemini-grounding-metadata.py rename to examples/features/gemini-grounding-metadata.py diff --git a/examples/33-gemini-rag.py b/examples/features/gemini-rag.py similarity index 100% rename from examples/33-gemini-rag.py rename to examples/features/gemini-rag.py diff --git a/examples/16-gpu-container-local-bot.py b/examples/features/gpu-container-local-bot.py similarity index 100% rename from examples/16-gpu-container-local-bot.py rename to examples/features/gpu-container-local-bot.py diff --git a/examples/31-heartbeats.py b/examples/features/heartbeats.py similarity index 100% rename from examples/31-heartbeats.py rename to examples/features/heartbeats.py diff --git a/examples/52-live-translation.py b/examples/features/live-translation.py similarity index 100% rename from examples/52-live-translation.py rename to examples/features/live-translation.py diff --git a/examples/37-mem0.py b/examples/features/mem0.py similarity index 100% rename from examples/37-mem0.py rename to examples/features/mem0.py diff --git a/examples/30-observer.py b/examples/features/observer.py similarity index 100% rename from examples/30-observer.py rename to examples/features/observer.py diff --git a/examples/35-pattern-pair-voice-switching.py b/examples/features/pattern-pair-voice-switching.py similarity index 100% rename from examples/35-pattern-pair-voice-switching.py rename to examples/features/pattern-pair-voice-switching.py diff --git a/examples/47-sentry-metrics.py b/examples/features/sentry-metrics.py similarity index 100% rename from examples/47-sentry-metrics.py rename to examples/features/sentry-metrics.py diff --git a/examples/48-service-switcher.py b/examples/features/service-switcher.py similarity index 100% rename from examples/48-service-switcher.py rename to examples/features/service-switcher.py diff --git a/examples/11-sound-effects.py b/examples/features/sound-effects.py similarity index 100% rename from examples/11-sound-effects.py rename to examples/features/sound-effects.py diff --git a/examples/15a-switch-languages.py b/examples/features/switch-languages.py similarity index 100% rename from examples/15a-switch-languages.py rename to examples/features/switch-languages.py diff --git a/examples/15-switch-voices.py b/examples/features/switch-voices.py similarity index 100% rename from examples/15-switch-voices.py rename to examples/features/switch-voices.py diff --git a/examples/36-user-email-gathering.py b/examples/features/user-email-gathering.py similarity index 100% rename from examples/36-user-email-gathering.py rename to examples/features/user-email-gathering.py diff --git a/examples/44-voicemail-detection.py b/examples/features/voicemail-detection.py similarity index 100% rename from examples/44-voicemail-detection.py rename to examples/features/voicemail-detection.py diff --git a/examples/10-wake-phrase.py b/examples/features/wake-phrase.py similarity index 100% rename from examples/10-wake-phrase.py rename to examples/features/wake-phrase.py diff --git a/examples/01-say-one-thing.py b/examples/getting-started/01-say-one-thing.py similarity index 100% rename from examples/01-say-one-thing.py rename to examples/getting-started/01-say-one-thing.py diff --git a/examples/01a-local-audio.py b/examples/getting-started/01a-local-audio.py similarity index 100% rename from examples/01a-local-audio.py rename to examples/getting-started/01a-local-audio.py diff --git a/examples/02-llm-say-one-thing.py b/examples/getting-started/02-llm-say-one-thing.py similarity index 100% rename from examples/02-llm-say-one-thing.py rename to examples/getting-started/02-llm-say-one-thing.py diff --git a/examples/03b-still-frame-imagen.py b/examples/getting-started/03-still-frame.py similarity index 100% rename from examples/03b-still-frame-imagen.py rename to examples/getting-started/03-still-frame.py diff --git a/examples/03a-local-still-frame.py b/examples/getting-started/03a-local-still-frame.py similarity index 100% rename from examples/03a-local-still-frame.py rename to examples/getting-started/03a-local-still-frame.py diff --git a/examples/05-sync-speech-and-image.py b/examples/getting-started/04-sync-speech-and-image.py similarity index 100% rename from examples/05-sync-speech-and-image.py rename to examples/getting-started/04-sync-speech-and-image.py diff --git a/examples/06a-image-sync.py b/examples/getting-started/05-speaking-state.py similarity index 97% rename from examples/06a-image-sync.py rename to examples/getting-started/05-speaking-state.py index 473441fac..36762f6b0 100644 --- a/examples/06a-image-sync.py +++ b/examples/getting-started/05-speaking-state.py @@ -119,8 +119,8 @@ async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): ) image_sync_aggregator = ImageSyncAggregator( - os.path.join(os.path.dirname(__file__), "assets", "speaking.png"), - os.path.join(os.path.dirname(__file__), "assets", "waiting.png"), + os.path.join(os.path.dirname(__file__), "..", "assets", "speaking.png"), + os.path.join(os.path.dirname(__file__), "..", "assets", "waiting.png"), ) pipeline = Pipeline( diff --git a/examples/07-interruptible.py b/examples/getting-started/06-voice-agent.py similarity index 100% rename from examples/07-interruptible.py rename to examples/getting-started/06-voice-agent.py diff --git a/examples/07x-interruptible-local.py b/examples/getting-started/06a-voice-agent-local.py similarity index 100% rename from examples/07x-interruptible-local.py rename to examples/getting-started/06a-voice-agent-local.py diff --git a/examples/14-function-calling.py b/examples/getting-started/07-function-calling.py similarity index 100% rename from examples/14-function-calling.py rename to examples/getting-started/07-function-calling.py diff --git a/examples/20c-persistent-context-anthropic.py b/examples/persistent-context/anthropic.py similarity index 100% rename from examples/20c-persistent-context-anthropic.py rename to examples/persistent-context/anthropic.py diff --git a/examples/20e-persistent-context-aws-nova-sonic.py b/examples/persistent-context/aws-nova-sonic.py similarity index 100% rename from examples/20e-persistent-context-aws-nova-sonic.py rename to examples/persistent-context/aws-nova-sonic.py diff --git a/examples/20d-persistent-context-gemini.py b/examples/persistent-context/gemini.py similarity index 100% rename from examples/20d-persistent-context-gemini.py rename to examples/persistent-context/gemini.py diff --git a/examples/20f-persistent-context-grok-realtime.py b/examples/persistent-context/grok-realtime.py similarity index 100% rename from examples/20f-persistent-context-grok-realtime.py rename to examples/persistent-context/grok-realtime.py diff --git a/examples/20b-persistent-context-openai-realtime-beta.py b/examples/persistent-context/openai-realtime-beta.py similarity index 100% rename from examples/20b-persistent-context-openai-realtime-beta.py rename to examples/persistent-context/openai-realtime-beta.py diff --git a/examples/20b-persistent-context-openai-realtime.py b/examples/persistent-context/openai-realtime.py similarity index 100% rename from examples/20b-persistent-context-openai-realtime.py rename to examples/persistent-context/openai-realtime.py diff --git a/examples/20a-persistent-context-openai-responses-http.py b/examples/persistent-context/openai-responses-http.py similarity index 100% rename from examples/20a-persistent-context-openai-responses-http.py rename to examples/persistent-context/openai-responses-http.py diff --git a/examples/20a-persistent-context-openai-responses.py b/examples/persistent-context/openai-responses.py similarity index 100% rename from examples/20a-persistent-context-openai-responses.py rename to examples/persistent-context/openai-responses.py diff --git a/examples/20a-persistent-context-openai.py b/examples/persistent-context/openai.py similarity index 100% rename from examples/20a-persistent-context-openai.py rename to examples/persistent-context/openai.py diff --git a/examples/40-aws-nova-sonic.py b/examples/realtime/aws-nova-sonic.py similarity index 100% rename from examples/40-aws-nova-sonic.py rename to examples/realtime/aws-nova-sonic.py diff --git a/examples/19a-azure-realtime-beta.py b/examples/realtime/azure-beta.py similarity index 100% rename from examples/19a-azure-realtime-beta.py rename to examples/realtime/azure-beta.py diff --git a/examples/19a-azure-realtime.py b/examples/realtime/azure.py similarity index 100% rename from examples/19a-azure-realtime.py rename to examples/realtime/azure.py diff --git a/examples/26f-gemini-live-files-api.py b/examples/realtime/gemini-live-files-api.py similarity index 100% rename from examples/26f-gemini-live-files-api.py rename to examples/realtime/gemini-live-files-api.py diff --git a/examples/26b-gemini-live-function-calling.py b/examples/realtime/gemini-live-function-calling.py similarity index 100% rename from examples/26b-gemini-live-function-calling.py rename to examples/realtime/gemini-live-function-calling.py diff --git a/examples/26e-gemini-live-google-search.py b/examples/realtime/gemini-live-google-search.py similarity index 100% rename from examples/26e-gemini-live-google-search.py rename to examples/realtime/gemini-live-google-search.py diff --git a/examples/26i-gemini-live-graceful-end.py b/examples/realtime/gemini-live-graceful-end.py similarity index 100% rename from examples/26i-gemini-live-graceful-end.py rename to examples/realtime/gemini-live-graceful-end.py diff --git a/examples/26g-gemini-live-groundingMetadata.py b/examples/realtime/gemini-live-grounding-metadata.py similarity index 100% rename from examples/26g-gemini-live-groundingMetadata.py rename to examples/realtime/gemini-live-grounding-metadata.py diff --git a/examples/26a-gemini-live-local-vad.py b/examples/realtime/gemini-live-local-vad.py similarity index 100% rename from examples/26a-gemini-live-local-vad.py rename to examples/realtime/gemini-live-local-vad.py diff --git a/examples/26h-gemini-live-vertex-function-calling.py b/examples/realtime/gemini-live-vertex-function-calling.py similarity index 100% rename from examples/26h-gemini-live-vertex-function-calling.py rename to examples/realtime/gemini-live-vertex-function-calling.py diff --git a/examples/26c-gemini-live-video.py b/examples/realtime/gemini-live-video.py similarity index 100% rename from examples/26c-gemini-live-video.py rename to examples/realtime/gemini-live-video.py diff --git a/examples/26-gemini-live.py b/examples/realtime/gemini-live.py similarity index 100% rename from examples/26-gemini-live.py rename to examples/realtime/gemini-live.py diff --git a/examples/51-grok-realtime.py b/examples/realtime/grok.py similarity index 100% rename from examples/51-grok-realtime.py rename to examples/realtime/grok.py diff --git a/examples/19b-openai-realtime-beta-text.py b/examples/realtime/openai-beta-text.py similarity index 100% rename from examples/19b-openai-realtime-beta-text.py rename to examples/realtime/openai-beta-text.py diff --git a/examples/19-openai-realtime-beta.py b/examples/realtime/openai-beta.py similarity index 100% rename from examples/19-openai-realtime-beta.py rename to examples/realtime/openai-beta.py diff --git a/examples/19c-openai-realtime-live-video.py b/examples/realtime/openai-live-video.py similarity index 100% rename from examples/19c-openai-realtime-live-video.py rename to examples/realtime/openai-live-video.py diff --git a/examples/19b-openai-realtime-text.py b/examples/realtime/openai-text.py similarity index 100% rename from examples/19b-openai-realtime-text.py rename to examples/realtime/openai-text.py diff --git a/examples/19-openai-realtime.py b/examples/realtime/openai.py similarity index 100% rename from examples/19-openai-realtime.py rename to examples/realtime/openai.py diff --git a/examples/50a-ultravox-realtime-text.py b/examples/realtime/ultravox-text.py similarity index 100% rename from examples/50a-ultravox-realtime-text.py rename to examples/realtime/ultravox-text.py diff --git a/examples/50-ultravox-realtime.py b/examples/realtime/ultravox.py similarity index 100% rename from examples/50-ultravox-realtime.py rename to examples/realtime/ultravox.py diff --git a/examples/14d-function-calling-anthropic-video.py b/examples/services/function-calling/anthropic-video.py similarity index 100% rename from examples/14d-function-calling-anthropic-video.py rename to examples/services/function-calling/anthropic-video.py diff --git a/examples/14a-function-calling-anthropic.py b/examples/services/function-calling/anthropic.py similarity index 100% rename from examples/14a-function-calling-anthropic.py rename to examples/services/function-calling/anthropic.py diff --git a/examples/14d-function-calling-aws-video.py b/examples/services/function-calling/aws-video.py similarity index 100% rename from examples/14d-function-calling-aws-video.py rename to examples/services/function-calling/aws-video.py diff --git a/examples/14r-function-calling-aws.py b/examples/services/function-calling/aws.py similarity index 100% rename from examples/14r-function-calling-aws.py rename to examples/services/function-calling/aws.py diff --git a/examples/14h-function-calling-azure.py b/examples/services/function-calling/azure.py similarity index 100% rename from examples/14h-function-calling-azure.py rename to examples/services/function-calling/azure.py diff --git a/examples/14k-function-calling-cerebras.py b/examples/services/function-calling/cerebras.py similarity index 100% rename from examples/14k-function-calling-cerebras.py rename to examples/services/function-calling/cerebras.py diff --git a/examples/14l-function-calling-deepseek.py b/examples/services/function-calling/deepseek.py similarity index 100% rename from examples/14l-function-calling-deepseek.py rename to examples/services/function-calling/deepseek.py diff --git a/examples/14t-function-calling-direct.py b/examples/services/function-calling/direct.py similarity index 100% rename from examples/14t-function-calling-direct.py rename to examples/services/function-calling/direct.py diff --git a/examples/14i-function-calling-fireworks.py b/examples/services/function-calling/fireworks.py similarity index 100% rename from examples/14i-function-calling-fireworks.py rename to examples/services/function-calling/fireworks.py diff --git a/examples/14o-function-calling-gemini-openai-format.py b/examples/services/function-calling/gemini-openai-format.py similarity index 100% rename from examples/14o-function-calling-gemini-openai-format.py rename to examples/services/function-calling/gemini-openai-format.py diff --git a/examples/14p-function-calling-gemini-vertex-ai.py b/examples/services/function-calling/google-vertex-ai.py similarity index 100% rename from examples/14p-function-calling-gemini-vertex-ai.py rename to examples/services/function-calling/google-vertex-ai.py diff --git a/examples/14d-function-calling-gemini-flash-video.py b/examples/services/function-calling/google-video.py similarity index 100% rename from examples/14d-function-calling-gemini-flash-video.py rename to examples/services/function-calling/google-video.py diff --git a/examples/14e-function-calling-google.py b/examples/services/function-calling/google.py similarity index 100% rename from examples/14e-function-calling-google.py rename to examples/services/function-calling/google.py diff --git a/examples/14g-function-calling-grok.py b/examples/services/function-calling/grok.py similarity index 100% rename from examples/14g-function-calling-grok.py rename to examples/services/function-calling/grok.py diff --git a/examples/14f-function-calling-groq.py b/examples/services/function-calling/groq.py similarity index 100% rename from examples/14f-function-calling-groq.py rename to examples/services/function-calling/groq.py diff --git a/examples/14w-function-calling-mistral.py b/examples/services/function-calling/mistral.py similarity index 100% rename from examples/14w-function-calling-mistral.py rename to examples/services/function-calling/mistral.py diff --git a/examples/14d-function-calling-moondream-video.py b/examples/services/function-calling/moondream-video.py similarity index 100% rename from examples/14d-function-calling-moondream-video.py rename to examples/services/function-calling/moondream-video.py diff --git a/examples/14v-function-calling-nebius.py b/examples/services/function-calling/nebius.py similarity index 100% rename from examples/14v-function-calling-nebius.py rename to examples/services/function-calling/nebius.py diff --git a/examples/14z-function-calling-novita.py b/examples/services/function-calling/novita.py similarity index 100% rename from examples/14z-function-calling-novita.py rename to examples/services/function-calling/novita.py diff --git a/examples/14j-function-calling-nvidia.py b/examples/services/function-calling/nvidia.py similarity index 100% rename from examples/14j-function-calling-nvidia.py rename to examples/services/function-calling/nvidia.py diff --git a/examples/14u-function-calling-ollama.py b/examples/services/function-calling/ollama.py similarity index 100% rename from examples/14u-function-calling-ollama.py rename to examples/services/function-calling/ollama.py diff --git a/examples/14-function-calling-openai-responses-http.py b/examples/services/function-calling/openai-responses-http.py similarity index 100% rename from examples/14-function-calling-openai-responses-http.py rename to examples/services/function-calling/openai-responses-http.py diff --git a/examples/14d-function-calling-openai-responses-video-http.py b/examples/services/function-calling/openai-responses-video-http.py similarity index 100% rename from examples/14d-function-calling-openai-responses-video-http.py rename to examples/services/function-calling/openai-responses-video-http.py diff --git a/examples/14d-function-calling-openai-responses-video.py b/examples/services/function-calling/openai-responses-video.py similarity index 100% rename from examples/14d-function-calling-openai-responses-video.py rename to examples/services/function-calling/openai-responses-video.py diff --git a/examples/14-function-calling-openai-responses.py b/examples/services/function-calling/openai-responses.py similarity index 100% rename from examples/14-function-calling-openai-responses.py rename to examples/services/function-calling/openai-responses.py diff --git a/examples/14d-function-calling-openai-video.py b/examples/services/function-calling/openai-video.py similarity index 100% rename from examples/14d-function-calling-openai-video.py rename to examples/services/function-calling/openai-video.py diff --git a/examples/14b-function-calling-openai.py b/examples/services/function-calling/openai.py similarity index 100% rename from examples/14b-function-calling-openai.py rename to examples/services/function-calling/openai.py diff --git a/examples/14m-function-calling-openrouter.py b/examples/services/function-calling/openrouter.py similarity index 100% rename from examples/14m-function-calling-openrouter.py rename to examples/services/function-calling/openrouter.py diff --git a/examples/14n-function-calling-perplexity.py b/examples/services/function-calling/perplexity.py similarity index 100% rename from examples/14n-function-calling-perplexity.py rename to examples/services/function-calling/perplexity.py diff --git a/examples/14q-function-calling-qwen.py b/examples/services/function-calling/qwen.py similarity index 100% rename from examples/14q-function-calling-qwen.py rename to examples/services/function-calling/qwen.py diff --git a/examples/14s-function-calling-sambanova.py b/examples/services/function-calling/sambanova.py similarity index 100% rename from examples/14s-function-calling-sambanova.py rename to examples/services/function-calling/sambanova.py diff --git a/examples/14y-function-calling-sarvam.py b/examples/services/function-calling/sarvam.py similarity index 100% rename from examples/14y-function-calling-sarvam.py rename to examples/services/function-calling/sarvam.py diff --git a/examples/14c-function-calling-together.py b/examples/services/function-calling/together.py similarity index 100% rename from examples/14c-function-calling-together.py rename to examples/services/function-calling/together.py diff --git a/examples/07zd-interruptible-aicoustics.py b/examples/services/speech/aicoustics.py similarity index 100% rename from examples/07zd-interruptible-aicoustics.py rename to examples/services/speech/aicoustics.py diff --git a/examples/07o-interruptible-assemblyai-turn-detection.py b/examples/services/speech/assemblyai-turn-detection.py similarity index 100% rename from examples/07o-interruptible-assemblyai-turn-detection.py rename to examples/services/speech/assemblyai-turn-detection.py diff --git a/examples/07o-interruptible-assemblyai.py b/examples/services/speech/assemblyai.py similarity index 100% rename from examples/07o-interruptible-assemblyai.py rename to examples/services/speech/assemblyai.py diff --git a/examples/07zc-interruptible-asyncai-http.py b/examples/services/speech/asyncai-http.py similarity index 100% rename from examples/07zc-interruptible-asyncai-http.py rename to examples/services/speech/asyncai-http.py diff --git a/examples/07zc-interruptible-asyncai.py b/examples/services/speech/asyncai.py similarity index 100% rename from examples/07zc-interruptible-asyncai.py rename to examples/services/speech/asyncai.py diff --git a/examples/07m-interruptible-aws-strands.py b/examples/services/speech/aws-strands.py similarity index 100% rename from examples/07m-interruptible-aws-strands.py rename to examples/services/speech/aws-strands.py diff --git a/examples/07m-interruptible-aws.py b/examples/services/speech/aws.py similarity index 100% rename from examples/07m-interruptible-aws.py rename to examples/services/speech/aws.py diff --git a/examples/07f-interruptible-azure-http.py b/examples/services/speech/azure-http.py similarity index 100% rename from examples/07f-interruptible-azure-http.py rename to examples/services/speech/azure-http.py diff --git a/examples/07f-interruptible-azure.py b/examples/services/speech/azure.py similarity index 100% rename from examples/07f-interruptible-azure.py rename to examples/services/speech/azure.py diff --git a/examples/07zg-interruptible-camb.py b/examples/services/speech/camb.py similarity index 100% rename from examples/07zg-interruptible-camb.py rename to examples/services/speech/camb.py diff --git a/examples/07-interruptible-cartesia-http.py b/examples/services/speech/cartesia-http.py similarity index 100% rename from examples/07-interruptible-cartesia-http.py rename to examples/services/speech/cartesia-http.py diff --git a/examples/06-listen-and-respond.py b/examples/services/speech/cartesia.py similarity index 69% rename from examples/06-listen-and-respond.py rename to examples/services/speech/cartesia.py index ec382681d..0489663e7 100644 --- a/examples/06-listen-and-respond.py +++ b/examples/services/speech/cartesia.py @@ -10,13 +10,7 @@ from dotenv import load_dotenv from loguru import logger from pipecat.audio.vad.silero import SileroVADAnalyzer -from pipecat.frames.frames import Frame, LLMRunFrame, MetricsFrame -from pipecat.metrics.metrics import ( - LLMUsageMetricsData, - ProcessingMetricsData, - TTFBMetricsData, - TTSUsageMetricsData, -) +from pipecat.frames.frames import LLMRunFrame from pipecat.pipeline.pipeline import Pipeline from pipecat.pipeline.runner import PipelineRunner from pipecat.pipeline.task import PipelineParams, PipelineTask @@ -25,11 +19,10 @@ from pipecat.processors.aggregators.llm_response_universal import ( LLMContextAggregatorPair, LLMUserAggregatorParams, ) -from pipecat.processors.frame_processor import FrameDirection, FrameProcessor from pipecat.runner.types import RunnerArguments from pipecat.runner.utils import create_transport +from pipecat.services.cartesia.stt import CartesiaSTTService from pipecat.services.cartesia.tts import CartesiaTTSService -from pipecat.services.deepgram.stt import DeepgramSTTService from pipecat.services.openai.llm import OpenAILLMService from pipecat.transports.base_transport import BaseTransport, TransportParams from pipecat.transports.daily.transport import DailyParams @@ -37,27 +30,6 @@ from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams load_dotenv(override=True) - -class MetricsLogger(FrameProcessor): - async def process_frame(self, frame: Frame, direction: FrameDirection): - await super().process_frame(frame, direction) - - if isinstance(frame, MetricsFrame): - for d in frame.data: - if isinstance(d, TTFBMetricsData): - print(f"!!! MetricsFrame: {frame}, ttfb: {d.value}") - elif isinstance(d, ProcessingMetricsData): - print(f"!!! MetricsFrame: {frame}, processing: {d.value}") - elif isinstance(d, LLMUsageMetricsData): - tokens = d.value - print( - f"!!! MetricsFrame: {frame}, tokens: {tokens.prompt_tokens}, characters: {tokens.completion_tokens}" - ) - elif isinstance(d, TTSUsageMetricsData): - print(f"!!! MetricsFrame: {frame}, characters: {d.value}") - await self.push_frame(frame, direction) - - # We use lambdas to defer transport parameter creation until the transport # type is selected at runtime. transport_params = { @@ -79,7 +51,7 @@ transport_params = { async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): logger.info(f"Starting bot") - stt = DeepgramSTTService(api_key=os.getenv("DEEPGRAM_API_KEY")) + stt = CartesiaSTTService(api_key=os.getenv("CARTESIA_API_KEY")) tts = CartesiaTTSService( api_key=os.getenv("CARTESIA_API_KEY"), @@ -95,8 +67,6 @@ async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): ), ) - ml = MetricsLogger() - context = LLMContext() user_aggregator, assistant_aggregator = LLMContextAggregatorPair( context, @@ -105,14 +75,13 @@ async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): pipeline = Pipeline( [ - transport.input(), + transport.input(), # Transport user input stt, - user_aggregator, - llm, - tts, - ml, - transport.output(), - assistant_aggregator, + user_aggregator, # User responses + llm, # LLM + tts, # TTS + transport.output(), # Transport bot output + assistant_aggregator, # Assistant spoken responses ] ) @@ -140,6 +109,7 @@ async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): await task.cancel() runner = PipelineRunner(handle_sigint=runner_args.handle_sigint) + await runner.run(task) diff --git a/examples/07c-interruptible-deepgram-flux-sagemaker.py b/examples/services/speech/deepgram-flux-sagemaker.py similarity index 100% rename from examples/07c-interruptible-deepgram-flux-sagemaker.py rename to examples/services/speech/deepgram-flux-sagemaker.py diff --git a/examples/07c-interruptible-deepgram-flux.py b/examples/services/speech/deepgram-flux.py similarity index 100% rename from examples/07c-interruptible-deepgram-flux.py rename to examples/services/speech/deepgram-flux.py diff --git a/examples/07c-interruptible-deepgram-http.py b/examples/services/speech/deepgram-http.py similarity index 100% rename from examples/07c-interruptible-deepgram-http.py rename to examples/services/speech/deepgram-http.py diff --git a/examples/07c-interruptible-deepgram-sagemaker.py b/examples/services/speech/deepgram-sagemaker.py similarity index 100% rename from examples/07c-interruptible-deepgram-sagemaker.py rename to examples/services/speech/deepgram-sagemaker.py diff --git a/examples/07c-interruptible-deepgram-vad.py b/examples/services/speech/deepgram-vad.py similarity index 100% rename from examples/07c-interruptible-deepgram-vad.py rename to examples/services/speech/deepgram-vad.py diff --git a/examples/07c-interruptible-deepgram.py b/examples/services/speech/deepgram.py similarity index 100% rename from examples/07c-interruptible-deepgram.py rename to examples/services/speech/deepgram.py diff --git a/examples/07d-interruptible-elevenlabs-http.py b/examples/services/speech/elevenlabs-http.py similarity index 100% rename from examples/07d-interruptible-elevenlabs-http.py rename to examples/services/speech/elevenlabs-http.py diff --git a/examples/07d-interruptible-elevenlabs.py b/examples/services/speech/elevenlabs.py similarity index 100% rename from examples/07d-interruptible-elevenlabs.py rename to examples/services/speech/elevenlabs.py diff --git a/examples/07w-interruptible-fal.py b/examples/services/speech/fal.py similarity index 100% rename from examples/07w-interruptible-fal.py rename to examples/services/speech/fal.py diff --git a/examples/07t-interruptible-fish.py b/examples/services/speech/fish.py similarity index 100% rename from examples/07t-interruptible-fish.py rename to examples/services/speech/fish.py diff --git a/examples/07j-interruptible-gladia-vad.py b/examples/services/speech/gladia-vad.py similarity index 100% rename from examples/07j-interruptible-gladia-vad.py rename to examples/services/speech/gladia-vad.py diff --git a/examples/07j-interruptible-gladia.py b/examples/services/speech/gladia.py similarity index 100% rename from examples/07j-interruptible-gladia.py rename to examples/services/speech/gladia.py diff --git a/examples/07s-interruptible-google-audio-in.py b/examples/services/speech/google-audio-in.py similarity index 100% rename from examples/07s-interruptible-google-audio-in.py rename to examples/services/speech/google-audio-in.py diff --git a/examples/07n-interruptible-gemini.py b/examples/services/speech/google-gemini-tts.py similarity index 100% rename from examples/07n-interruptible-gemini.py rename to examples/services/speech/google-gemini-tts.py diff --git a/examples/07n-interruptible-google-http.py b/examples/services/speech/google-http.py similarity index 100% rename from examples/07n-interruptible-google-http.py rename to examples/services/speech/google-http.py diff --git a/examples/07n-interruptible-gemini-image.py b/examples/services/speech/google-image.py similarity index 100% rename from examples/07n-interruptible-gemini-image.py rename to examples/services/speech/google-image.py diff --git a/examples/07n-interruptible-google.py b/examples/services/speech/google.py similarity index 100% rename from examples/07n-interruptible-google.py rename to examples/services/speech/google.py diff --git a/examples/07zf-interruptible-gradium.py b/examples/services/speech/gradium.py similarity index 100% rename from examples/07zf-interruptible-gradium.py rename to examples/services/speech/gradium.py diff --git a/examples/07l-interruptible-groq.py b/examples/services/speech/groq.py similarity index 100% rename from examples/07l-interruptible-groq.py rename to examples/services/speech/groq.py diff --git a/examples/07ze-interruptible-hume.py b/examples/services/speech/hume.py similarity index 100% rename from examples/07ze-interruptible-hume.py rename to examples/services/speech/hume.py diff --git a/examples/07zb-interruptible-inworld-http.py b/examples/services/speech/inworld-http.py similarity index 100% rename from examples/07zb-interruptible-inworld-http.py rename to examples/services/speech/inworld-http.py diff --git a/examples/07zb-interruptible-inworld.py b/examples/services/speech/inworld.py similarity index 100% rename from examples/07zb-interruptible-inworld.py rename to examples/services/speech/inworld.py diff --git a/examples/07zj-interruptible-kokoro.py b/examples/services/speech/kokoro.py similarity index 100% rename from examples/07zj-interruptible-kokoro.py rename to examples/services/speech/kokoro.py diff --git a/examples/07p-interruptible-krisp-viva.py b/examples/services/speech/krisp-viva.py similarity index 100% rename from examples/07p-interruptible-krisp-viva.py rename to examples/services/speech/krisp-viva.py diff --git a/examples/07b-interruptible-langchain.py b/examples/services/speech/langchain.py similarity index 100% rename from examples/07b-interruptible-langchain.py rename to examples/services/speech/langchain.py diff --git a/examples/07k-interruptible-lmnt.py b/examples/services/speech/lmnt.py similarity index 100% rename from examples/07k-interruptible-lmnt.py rename to examples/services/speech/lmnt.py diff --git a/examples/07y-interruptible-minimax.py b/examples/services/speech/minimax.py similarity index 100% rename from examples/07y-interruptible-minimax.py rename to examples/services/speech/minimax.py diff --git a/examples/07v-interruptible-neuphonic-http.py b/examples/services/speech/neuphonic-http.py similarity index 100% rename from examples/07v-interruptible-neuphonic-http.py rename to examples/services/speech/neuphonic-http.py diff --git a/examples/07v-interruptible-neuphonic.py b/examples/services/speech/neuphonic.py similarity index 100% rename from examples/07v-interruptible-neuphonic.py rename to examples/services/speech/neuphonic.py diff --git a/examples/07r-interruptible-nvidia.py b/examples/services/speech/nvidia.py similarity index 100% rename from examples/07r-interruptible-nvidia.py rename to examples/services/speech/nvidia.py diff --git a/examples/07g-interruptible-openai-http.py b/examples/services/speech/openai-http.py similarity index 100% rename from examples/07g-interruptible-openai-http.py rename to examples/services/speech/openai-http.py diff --git a/examples/07-interruptible-openai-responses-http.py b/examples/services/speech/openai-responses-http.py similarity index 100% rename from examples/07-interruptible-openai-responses-http.py rename to examples/services/speech/openai-responses-http.py diff --git a/examples/07-interruptible-openai-responses.py b/examples/services/speech/openai-responses.py similarity index 100% rename from examples/07-interruptible-openai-responses.py rename to examples/services/speech/openai-responses.py diff --git a/examples/07g-interruptible-openai.py b/examples/services/speech/openai.py similarity index 100% rename from examples/07g-interruptible-openai.py rename to examples/services/speech/openai.py diff --git a/examples/07zi-interruptible-piper.py b/examples/services/speech/piper.py similarity index 100% rename from examples/07zi-interruptible-piper.py rename to examples/services/speech/piper.py diff --git a/examples/07zk-interruptible-resemble.py b/examples/services/speech/resemble.py similarity index 100% rename from examples/07zk-interruptible-resemble.py rename to examples/services/speech/resemble.py diff --git a/examples/07q-interruptible-rime-http.py b/examples/services/speech/rime-http.py similarity index 100% rename from examples/07q-interruptible-rime-http.py rename to examples/services/speech/rime-http.py diff --git a/examples/07q-interruptible-rime.py b/examples/services/speech/rime.py similarity index 100% rename from examples/07q-interruptible-rime.py rename to examples/services/speech/rime.py diff --git a/examples/07z-interruptible-sarvam-http.py b/examples/services/speech/sarvam-http.py similarity index 100% rename from examples/07z-interruptible-sarvam-http.py rename to examples/services/speech/sarvam-http.py diff --git a/examples/07z-interruptible-sarvam.py b/examples/services/speech/sarvam.py similarity index 100% rename from examples/07z-interruptible-sarvam.py rename to examples/services/speech/sarvam.py diff --git a/examples/07zl-interruptible-smallest.py b/examples/services/speech/smallest.py similarity index 100% rename from examples/07zl-interruptible-smallest.py rename to examples/services/speech/smallest.py diff --git a/examples/07za-interruptible-soniox.py b/examples/services/speech/soniox.py similarity index 100% rename from examples/07za-interruptible-soniox.py rename to examples/services/speech/soniox.py diff --git a/examples/07a-interruptible-speechmatics-vad.py b/examples/services/speech/speechmatics-vad.py similarity index 100% rename from examples/07a-interruptible-speechmatics-vad.py rename to examples/services/speech/speechmatics-vad.py diff --git a/examples/07a-interruptible-speechmatics.py b/examples/services/speech/speechmatics.py similarity index 100% rename from examples/07a-interruptible-speechmatics.py rename to examples/services/speech/speechmatics.py diff --git a/examples/07e-interruptible-xai.py b/examples/services/speech/xai.py similarity index 100% rename from examples/07e-interruptible-xai.py rename to examples/services/speech/xai.py diff --git a/examples/07i-interruptible-xtts.py b/examples/services/speech/xtts.py similarity index 100% rename from examples/07i-interruptible-xtts.py rename to examples/services/speech/xtts.py diff --git a/examples/39-mcp-stdio.py b/examples/thinking-and-mcp/mcp-stdio.py similarity index 100% rename from examples/39-mcp-stdio.py rename to examples/thinking-and-mcp/mcp-stdio.py diff --git a/examples/39b-mcp-streamable-http-gemini-live.py b/examples/thinking-and-mcp/mcp-streamable-http-gemini-live.py similarity index 100% rename from examples/39b-mcp-streamable-http-gemini-live.py rename to examples/thinking-and-mcp/mcp-streamable-http-gemini-live.py diff --git a/examples/39a-mcp-streamable-http.py b/examples/thinking-and-mcp/mcp-streamable-http.py similarity index 100% rename from examples/39a-mcp-streamable-http.py rename to examples/thinking-and-mcp/mcp-streamable-http.py diff --git a/examples/39c-multiple-mcp.py b/examples/thinking-and-mcp/multiple-mcp.py similarity index 100% rename from examples/39c-multiple-mcp.py rename to examples/thinking-and-mcp/multiple-mcp.py diff --git a/examples/49a-thinking-anthropic.py b/examples/thinking-and-mcp/thinking-anthropic.py similarity index 100% rename from examples/49a-thinking-anthropic.py rename to examples/thinking-and-mcp/thinking-anthropic.py diff --git a/examples/49c-thinking-functions-anthropic.py b/examples/thinking-and-mcp/thinking-functions-anthropic.py similarity index 100% rename from examples/49c-thinking-functions-anthropic.py rename to examples/thinking-and-mcp/thinking-functions-anthropic.py diff --git a/examples/49d-thinking-functions-google.py b/examples/thinking-and-mcp/thinking-functions-google.py similarity index 100% rename from examples/49d-thinking-functions-google.py rename to examples/thinking-and-mcp/thinking-functions-google.py diff --git a/examples/49b-thinking-google.py b/examples/thinking-and-mcp/thinking-google.py similarity index 100% rename from examples/49b-thinking-google.py rename to examples/thinking-and-mcp/thinking-google.py diff --git a/examples/13d-assemblyai-transcription.py b/examples/transcription/assemblyai.py similarity index 100% rename from examples/13d-assemblyai-transcription.py rename to examples/transcription/assemblyai.py diff --git a/examples/13j-azure-transcription.py b/examples/transcription/azure.py similarity index 100% rename from examples/13j-azure-transcription.py rename to examples/transcription/azure.py diff --git a/examples/13f-cartesia-transcription.py b/examples/transcription/cartesia.py similarity index 100% rename from examples/13f-cartesia-transcription.py rename to examples/transcription/cartesia.py diff --git a/examples/13b-deepgram-transcription.py b/examples/transcription/deepgram.py similarity index 100% rename from examples/13b-deepgram-transcription.py rename to examples/transcription/deepgram.py diff --git a/examples/13k-elevenlabs-transcription.py b/examples/transcription/elevenlabs.py similarity index 100% rename from examples/13k-elevenlabs-transcription.py rename to examples/transcription/elevenlabs.py diff --git a/examples/13c-gladia-transcription.py b/examples/transcription/gladia-transcription.py similarity index 100% rename from examples/13c-gladia-transcription.py rename to examples/transcription/gladia-transcription.py diff --git a/examples/13c-gladia-translation.py b/examples/transcription/gladia-translation.py similarity index 100% rename from examples/13c-gladia-translation.py rename to examples/transcription/gladia-translation.py diff --git a/examples/25-google-audio-in.py b/examples/transcription/google-llm.py similarity index 100% rename from examples/25-google-audio-in.py rename to examples/transcription/google-llm.py diff --git a/examples/13l-gradium-transcription.py b/examples/transcription/gradium.py similarity index 100% rename from examples/13l-gradium-transcription.py rename to examples/transcription/gradium.py diff --git a/examples/13m-openai-transcription.py b/examples/transcription/openai.py similarity index 100% rename from examples/13m-openai-transcription.py rename to examples/transcription/openai.py diff --git a/examples/13i-soniox-transcription.py b/examples/transcription/soniox.py similarity index 100% rename from examples/13i-soniox-transcription.py rename to examples/transcription/soniox.py diff --git a/examples/13h-speechmatics-transcription.py b/examples/transcription/speechmatics.py similarity index 100% rename from examples/13h-speechmatics-transcription.py rename to examples/transcription/speechmatics.py diff --git a/examples/13a-whisper-local.py b/examples/transcription/whisper-local.py similarity index 100% rename from examples/13a-whisper-local.py rename to examples/transcription/whisper-local.py diff --git a/examples/13e-whisper-mlx.py b/examples/transcription/whisper-mlx.py similarity index 100% rename from examples/13e-whisper-mlx.py rename to examples/transcription/whisper-mlx.py diff --git a/examples/13-whisper-transcription.py b/examples/transcription/whisper.py similarity index 100% rename from examples/13-whisper-transcription.py rename to examples/transcription/whisper.py diff --git a/examples/04a-transports-daily.py b/examples/transports/daily.py similarity index 100% rename from examples/04a-transports-daily.py rename to examples/transports/daily.py diff --git a/examples/04b-transports-livekit.py b/examples/transports/livekit.py similarity index 100% rename from examples/04b-transports-livekit.py rename to examples/transports/livekit.py diff --git a/examples/04-transports-small-webrtc.py b/examples/transports/small-webrtc.py similarity index 100% rename from examples/04-transports-small-webrtc.py rename to examples/transports/small-webrtc.py diff --git a/examples/17-detect-user-idle.py b/examples/turn-management/detect-user-idle.py similarity index 100% rename from examples/17-detect-user-idle.py rename to examples/turn-management/detect-user-idle.py diff --git a/examples/22-filter-incomplete-turns.py b/examples/turn-management/filter-incomplete-turns.py similarity index 100% rename from examples/22-filter-incomplete-turns.py rename to examples/turn-management/filter-incomplete-turns.py diff --git a/examples/42-interruption-config.py b/examples/turn-management/interruption-config.py similarity index 100% rename from examples/42-interruption-config.py rename to examples/turn-management/interruption-config.py diff --git a/examples/38a-smart-turn-local-coreml.py b/examples/turn-management/smart-turn-local-coreml.py similarity index 100% rename from examples/38a-smart-turn-local-coreml.py rename to examples/turn-management/smart-turn-local-coreml.py diff --git a/examples/38b-smart-turn-local.py b/examples/turn-management/smart-turn-local.py similarity index 100% rename from examples/38b-smart-turn-local.py rename to examples/turn-management/smart-turn-local.py diff --git a/examples/29-turn-tracking-observer.py b/examples/turn-management/turn-tracking-observer.py similarity index 100% rename from examples/29-turn-tracking-observer.py rename to examples/turn-management/turn-tracking-observer.py diff --git a/examples/28-user-assistant-turns.py b/examples/turn-management/user-assistant-turns.py similarity index 100% rename from examples/28-user-assistant-turns.py rename to examples/turn-management/user-assistant-turns.py diff --git a/examples/24-user-mute-strategy.py b/examples/turn-management/user-mute-strategy.py similarity index 100% rename from examples/24-user-mute-strategy.py rename to examples/turn-management/user-mute-strategy.py diff --git a/examples/55zj-update-settings-anthropic-llm.py b/examples/update-settings/llm/anthropic.py similarity index 100% rename from examples/55zj-update-settings-anthropic-llm.py rename to examples/update-settings/llm/anthropic.py diff --git a/examples/55zp-update-settings-aws-bedrock-llm.py b/examples/update-settings/llm/aws-bedrock.py similarity index 100% rename from examples/55zp-update-settings-aws-bedrock-llm.py rename to examples/update-settings/llm/aws-bedrock.py diff --git a/examples/55zzk-update-settings-aws-nova-sonic-llm.py b/examples/update-settings/llm/aws-nova-sonic.py similarity index 100% rename from examples/55zzk-update-settings-aws-nova-sonic-llm.py rename to examples/update-settings/llm/aws-nova-sonic.py diff --git a/examples/55zl-update-settings-azure-realtime.py b/examples/update-settings/llm/azure-realtime.py similarity index 100% rename from examples/55zl-update-settings-azure-realtime.py rename to examples/update-settings/llm/azure-realtime.py diff --git a/examples/55zi-update-settings-azure-llm.py b/examples/update-settings/llm/azure.py similarity index 100% rename from examples/55zi-update-settings-azure-llm.py rename to examples/update-settings/llm/azure.py diff --git a/examples/55zx-update-settings-cerebras-llm.py b/examples/update-settings/llm/cerebras.py similarity index 100% rename from examples/55zx-update-settings-cerebras-llm.py rename to examples/update-settings/llm/cerebras.py diff --git a/examples/55zy-update-settings-deepseek-llm.py b/examples/update-settings/llm/deepseek.py similarity index 100% rename from examples/55zy-update-settings-deepseek-llm.py rename to examples/update-settings/llm/deepseek.py diff --git a/examples/55zz-update-settings-fireworks-llm.py b/examples/update-settings/llm/fireworks.py similarity index 100% rename from examples/55zz-update-settings-fireworks-llm.py rename to examples/update-settings/llm/fireworks.py diff --git a/examples/55zm-update-settings-gemini-live-vertex.py b/examples/update-settings/llm/gemini-live-vertex.py similarity index 100% rename from examples/55zm-update-settings-gemini-live-vertex.py rename to examples/update-settings/llm/gemini-live-vertex.py diff --git a/examples/55zm-update-settings-gemini-live.py b/examples/update-settings/llm/gemini-live.py similarity index 100% rename from examples/55zm-update-settings-gemini-live.py rename to examples/update-settings/llm/gemini-live.py diff --git a/examples/55zk-update-settings-google-vertex-llm.py b/examples/update-settings/llm/google-vertex.py similarity index 100% rename from examples/55zk-update-settings-google-vertex-llm.py rename to examples/update-settings/llm/google-vertex.py diff --git a/examples/55zk-update-settings-google-llm.py b/examples/update-settings/llm/google.py similarity index 100% rename from examples/55zk-update-settings-google-llm.py rename to examples/update-settings/llm/google.py diff --git a/examples/55zo-update-settings-grok-realtime.py b/examples/update-settings/llm/grok-realtime.py similarity index 100% rename from examples/55zo-update-settings-grok-realtime.py rename to examples/update-settings/llm/grok-realtime.py diff --git a/examples/55zza-update-settings-grok-llm.py b/examples/update-settings/llm/grok.py similarity index 100% rename from examples/55zza-update-settings-grok-llm.py rename to examples/update-settings/llm/grok.py diff --git a/examples/55zzb-update-settings-groq-llm.py b/examples/update-settings/llm/groq.py similarity index 100% rename from examples/55zzb-update-settings-groq-llm.py rename to examples/update-settings/llm/groq.py diff --git a/examples/55zzc-update-settings-mistral-llm.py b/examples/update-settings/llm/mistral.py similarity index 100% rename from examples/55zzc-update-settings-mistral-llm.py rename to examples/update-settings/llm/mistral.py diff --git a/examples/55zzd-update-settings-nvidia-llm.py b/examples/update-settings/llm/nvidia.py similarity index 100% rename from examples/55zzd-update-settings-nvidia-llm.py rename to examples/update-settings/llm/nvidia.py diff --git a/examples/55zze-update-settings-ollama-llm.py b/examples/update-settings/llm/ollama.py similarity index 100% rename from examples/55zze-update-settings-ollama-llm.py rename to examples/update-settings/llm/ollama.py diff --git a/examples/55zl-update-settings-openai-realtime.py b/examples/update-settings/llm/openai-realtime.py similarity index 100% rename from examples/55zl-update-settings-openai-realtime.py rename to examples/update-settings/llm/openai-realtime.py diff --git a/examples/55zi-update-settings-openai-responses-http-llm.py b/examples/update-settings/llm/openai-responses-http.py similarity index 100% rename from examples/55zi-update-settings-openai-responses-http-llm.py rename to examples/update-settings/llm/openai-responses-http.py diff --git a/examples/55zi-update-settings-openai-responses-llm.py b/examples/update-settings/llm/openai-responses.py similarity index 100% rename from examples/55zi-update-settings-openai-responses-llm.py rename to examples/update-settings/llm/openai-responses.py diff --git a/examples/55zi-update-settings-openai-llm.py b/examples/update-settings/llm/openai.py similarity index 100% rename from examples/55zi-update-settings-openai-llm.py rename to examples/update-settings/llm/openai.py diff --git a/examples/55zzf-update-settings-openrouter-llm.py b/examples/update-settings/llm/openrouter.py similarity index 100% rename from examples/55zzf-update-settings-openrouter-llm.py rename to examples/update-settings/llm/openrouter.py diff --git a/examples/55zzg-update-settings-perplexity-llm.py b/examples/update-settings/llm/perplexity.py similarity index 100% rename from examples/55zzg-update-settings-perplexity-llm.py rename to examples/update-settings/llm/perplexity.py diff --git a/examples/55zzh-update-settings-qwen-llm.py b/examples/update-settings/llm/qwen.py similarity index 100% rename from examples/55zzh-update-settings-qwen-llm.py rename to examples/update-settings/llm/qwen.py diff --git a/examples/55zzi-update-settings-sambanova-llm.py b/examples/update-settings/llm/sambanova.py similarity index 100% rename from examples/55zzi-update-settings-sambanova-llm.py rename to examples/update-settings/llm/sambanova.py diff --git a/examples/55zzq-update-settings-sarvam-llm.py b/examples/update-settings/llm/sarvam.py similarity index 100% rename from examples/55zzq-update-settings-sarvam-llm.py rename to examples/update-settings/llm/sarvam.py diff --git a/examples/55zzj-update-settings-together-llm.py b/examples/update-settings/llm/together.py similarity index 100% rename from examples/55zzj-update-settings-together-llm.py rename to examples/update-settings/llm/together.py diff --git a/examples/55zn-update-settings-ultravox-realtime.py b/examples/update-settings/llm/ultravox-realtime.py similarity index 100% rename from examples/55zn-update-settings-ultravox-realtime.py rename to examples/update-settings/llm/ultravox-realtime.py diff --git a/examples/55d-update-settings-assemblyai-stt.py b/examples/update-settings/stt/assemblyai.py similarity index 100% rename from examples/55d-update-settings-assemblyai-stt.py rename to examples/update-settings/stt/assemblyai.py diff --git a/examples/55l-update-settings-aws-transcribe-stt.py b/examples/update-settings/stt/aws-transcribe.py similarity index 100% rename from examples/55l-update-settings-aws-transcribe-stt.py rename to examples/update-settings/stt/aws-transcribe.py diff --git a/examples/55b-update-settings-azure-stt.py b/examples/update-settings/stt/azure.py similarity index 100% rename from examples/55b-update-settings-azure-stt.py rename to examples/update-settings/stt/azure.py diff --git a/examples/55m-update-settings-cartesia-stt.py b/examples/update-settings/stt/cartesia.py similarity index 100% rename from examples/55m-update-settings-cartesia-stt.py rename to examples/update-settings/stt/cartesia.py diff --git a/examples/55a-update-settings-deepgram-flux-stt.py b/examples/update-settings/stt/deepgram-flux.py similarity index 100% rename from examples/55a-update-settings-deepgram-flux-stt.py rename to examples/update-settings/stt/deepgram-flux.py diff --git a/examples/55a-update-settings-deepgram-sagemaker-stt.py b/examples/update-settings/stt/deepgram-sagemaker.py similarity index 100% rename from examples/55a-update-settings-deepgram-sagemaker-stt.py rename to examples/update-settings/stt/deepgram-sagemaker.py diff --git a/examples/55a-update-settings-deepgram-stt.py b/examples/update-settings/stt/deepgram.py similarity index 100% rename from examples/55a-update-settings-deepgram-stt.py rename to examples/update-settings/stt/deepgram.py diff --git a/examples/55f-update-settings-elevenlabs-realtime-stt.py b/examples/update-settings/stt/elevenlabs-realtime.py similarity index 100% rename from examples/55f-update-settings-elevenlabs-realtime-stt.py rename to examples/update-settings/stt/elevenlabs-realtime.py diff --git a/examples/55g-update-settings-elevenlabs-stt.py b/examples/update-settings/stt/elevenlabs.py similarity index 100% rename from examples/55g-update-settings-elevenlabs-stt.py rename to examples/update-settings/stt/elevenlabs.py diff --git a/examples/55zq-update-settings-fal-stt.py b/examples/update-settings/stt/fal.py similarity index 100% rename from examples/55zq-update-settings-fal-stt.py rename to examples/update-settings/stt/fal.py diff --git a/examples/55e-update-settings-gladia-stt.py b/examples/update-settings/stt/gladia.py similarity index 100% rename from examples/55e-update-settings-gladia-stt.py rename to examples/update-settings/stt/gladia.py diff --git a/examples/55c-update-settings-google-stt.py b/examples/update-settings/stt/google.py similarity index 100% rename from examples/55c-update-settings-google-stt.py rename to examples/update-settings/stt/google.py diff --git a/examples/55zr-update-settings-gradium-stt.py b/examples/update-settings/stt/gradium.py similarity index 100% rename from examples/55zr-update-settings-gradium-stt.py rename to examples/update-settings/stt/gradium.py diff --git a/examples/55zzn-update-settings-groq-stt.py b/examples/update-settings/stt/groq.py similarity index 100% rename from examples/55zzn-update-settings-groq-stt.py rename to examples/update-settings/stt/groq.py diff --git a/examples/55zt-update-settings-nvidia-segmented-stt.py b/examples/update-settings/stt/nvidia-segmented.py similarity index 100% rename from examples/55zt-update-settings-nvidia-segmented-stt.py rename to examples/update-settings/stt/nvidia-segmented.py diff --git a/examples/55zt-update-settings-nvidia-stt.py b/examples/update-settings/stt/nvidia.py similarity index 100% rename from examples/55zt-update-settings-nvidia-stt.py rename to examples/update-settings/stt/nvidia.py diff --git a/examples/55zu-update-settings-openai-realtime-stt.py b/examples/update-settings/stt/openai-realtime.py similarity index 100% rename from examples/55zu-update-settings-openai-realtime-stt.py rename to examples/update-settings/stt/openai-realtime.py diff --git a/examples/55j-update-settings-sarvam-stt.py b/examples/update-settings/stt/sarvam.py similarity index 100% rename from examples/55j-update-settings-sarvam-stt.py rename to examples/update-settings/stt/sarvam.py diff --git a/examples/55k-update-settings-soniox-stt.py b/examples/update-settings/stt/soniox.py similarity index 100% rename from examples/55k-update-settings-soniox-stt.py rename to examples/update-settings/stt/soniox.py diff --git a/examples/55h-update-settings-speechmatics-stt.py b/examples/update-settings/stt/speechmatics.py similarity index 100% rename from examples/55h-update-settings-speechmatics-stt.py rename to examples/update-settings/stt/speechmatics.py diff --git a/examples/55i-update-settings-whisper-api-stt.py b/examples/update-settings/stt/whisper-api.py similarity index 100% rename from examples/55i-update-settings-whisper-api-stt.py rename to examples/update-settings/stt/whisper-api.py diff --git a/examples/55zs-update-settings-whisper-mlx-stt.py b/examples/update-settings/stt/whisper-mlx.py similarity index 100% rename from examples/55zs-update-settings-whisper-mlx-stt.py rename to examples/update-settings/stt/whisper-mlx.py diff --git a/examples/55zs-update-settings-whisper-stt.py b/examples/update-settings/stt/whisper.py similarity index 100% rename from examples/55zs-update-settings-whisper-stt.py rename to examples/update-settings/stt/whisper.py diff --git a/examples/55zv-update-settings-asyncai-http-tts.py b/examples/update-settings/tts/asyncai-http.py similarity index 100% rename from examples/55zv-update-settings-asyncai-http-tts.py rename to examples/update-settings/tts/asyncai-http.py diff --git a/examples/55zv-update-settings-asyncai-tts.py b/examples/update-settings/tts/asyncai.py similarity index 100% rename from examples/55zv-update-settings-asyncai-tts.py rename to examples/update-settings/tts/asyncai.py diff --git a/examples/55zd-update-settings-aws-polly-tts.py b/examples/update-settings/tts/aws-polly.py similarity index 100% rename from examples/55zd-update-settings-aws-polly-tts.py rename to examples/update-settings/tts/aws-polly.py diff --git a/examples/55r-update-settings-azure-http-tts.py b/examples/update-settings/tts/azure-http.py similarity index 100% rename from examples/55r-update-settings-azure-http-tts.py rename to examples/update-settings/tts/azure-http.py diff --git a/examples/55r-update-settings-azure-tts.py b/examples/update-settings/tts/azure.py similarity index 100% rename from examples/55r-update-settings-azure-tts.py rename to examples/update-settings/tts/azure.py diff --git a/examples/55zf-update-settings-camb-tts.py b/examples/update-settings/tts/camb.py similarity index 100% rename from examples/55zf-update-settings-camb-tts.py rename to examples/update-settings/tts/camb.py diff --git a/examples/55n-update-settings-cartesia-http-tts.py b/examples/update-settings/tts/cartesia-http.py similarity index 100% rename from examples/55n-update-settings-cartesia-http-tts.py rename to examples/update-settings/tts/cartesia-http.py diff --git a/examples/55n-update-settings-cartesia-tts.py b/examples/update-settings/tts/cartesia.py similarity index 100% rename from examples/55n-update-settings-cartesia-tts.py rename to examples/update-settings/tts/cartesia.py diff --git a/examples/55q-update-settings-deepgram-http-tts.py b/examples/update-settings/tts/deepgram-http.py similarity index 100% rename from examples/55q-update-settings-deepgram-http-tts.py rename to examples/update-settings/tts/deepgram-http.py diff --git a/examples/55q-update-settings-deepgram-sagemaker-tts.py b/examples/update-settings/tts/deepgram-sagemaker.py similarity index 100% rename from examples/55q-update-settings-deepgram-sagemaker-tts.py rename to examples/update-settings/tts/deepgram-sagemaker.py diff --git a/examples/55q-update-settings-deepgram-tts.py b/examples/update-settings/tts/deepgram.py similarity index 100% rename from examples/55q-update-settings-deepgram-tts.py rename to examples/update-settings/tts/deepgram.py diff --git a/examples/55o-update-settings-elevenlabs-http-tts.py b/examples/update-settings/tts/elevenlabs-http.py similarity index 100% rename from examples/55o-update-settings-elevenlabs-http-tts.py rename to examples/update-settings/tts/elevenlabs-http.py diff --git a/examples/55o-update-settings-elevenlabs-tts.py b/examples/update-settings/tts/elevenlabs.py similarity index 100% rename from examples/55o-update-settings-elevenlabs-tts.py rename to examples/update-settings/tts/elevenlabs.py diff --git a/examples/55w-update-settings-fish-tts.py b/examples/update-settings/tts/fish.py similarity index 100% rename from examples/55w-update-settings-fish-tts.py rename to examples/update-settings/tts/fish.py diff --git a/examples/55zc-update-settings-gemini-tts.py b/examples/update-settings/tts/gemini.py similarity index 100% rename from examples/55zc-update-settings-gemini-tts.py rename to examples/update-settings/tts/gemini.py diff --git a/examples/55s-update-settings-google-http-tts.py b/examples/update-settings/tts/google-http.py similarity index 100% rename from examples/55s-update-settings-google-http-tts.py rename to examples/update-settings/tts/google-http.py diff --git a/examples/55s-update-settings-google-stream-tts.py b/examples/update-settings/tts/google-stream.py similarity index 100% rename from examples/55s-update-settings-google-stream-tts.py rename to examples/update-settings/tts/google-stream.py diff --git a/examples/55zw-update-settings-gradium-tts.py b/examples/update-settings/tts/gradium.py similarity index 100% rename from examples/55zw-update-settings-gradium-tts.py rename to examples/update-settings/tts/gradium.py diff --git a/examples/55y-update-settings-groq-tts.py b/examples/update-settings/tts/groq.py similarity index 100% rename from examples/55y-update-settings-groq-tts.py rename to examples/update-settings/tts/groq.py diff --git a/examples/55z-update-settings-hume-tts.py b/examples/update-settings/tts/hume.py similarity index 100% rename from examples/55z-update-settings-hume-tts.py rename to examples/update-settings/tts/hume.py diff --git a/examples/55zb-update-settings-inworld-http-tts.py b/examples/update-settings/tts/inworld-http.py similarity index 100% rename from examples/55zb-update-settings-inworld-http-tts.py rename to examples/update-settings/tts/inworld-http.py diff --git a/examples/55zb-update-settings-inworld-tts.py b/examples/update-settings/tts/inworld.py similarity index 100% rename from examples/55zb-update-settings-inworld-tts.py rename to examples/update-settings/tts/inworld.py diff --git a/examples/55zg-update-settings-kokoro-tts.py b/examples/update-settings/tts/kokoro.py similarity index 100% rename from examples/55zg-update-settings-kokoro-tts.py rename to examples/update-settings/tts/kokoro.py diff --git a/examples/55v-update-settings-lmnt-tts.py b/examples/update-settings/tts/lmnt.py similarity index 100% rename from examples/55v-update-settings-lmnt-tts.py rename to examples/update-settings/tts/lmnt.py diff --git a/examples/55x-update-settings-minimax-tts.py b/examples/update-settings/tts/minimax.py similarity index 100% rename from examples/55x-update-settings-minimax-tts.py rename to examples/update-settings/tts/minimax.py diff --git a/examples/55za-update-settings-neuphonic-http-tts.py b/examples/update-settings/tts/neuphonic-http.py similarity index 100% rename from examples/55za-update-settings-neuphonic-http-tts.py rename to examples/update-settings/tts/neuphonic-http.py diff --git a/examples/55za-update-settings-neuphonic-tts.py b/examples/update-settings/tts/neuphonic.py similarity index 100% rename from examples/55za-update-settings-neuphonic-tts.py rename to examples/update-settings/tts/neuphonic.py diff --git a/examples/55zzl-update-settings-nvidia-tts.py b/examples/update-settings/tts/nvidia.py similarity index 100% rename from examples/55zzl-update-settings-nvidia-tts.py rename to examples/update-settings/tts/nvidia.py diff --git a/examples/55p-update-settings-openai-tts.py b/examples/update-settings/tts/openai.py similarity index 100% rename from examples/55p-update-settings-openai-tts.py rename to examples/update-settings/tts/openai.py diff --git a/examples/55t-update-settings-piper-http-tts.py b/examples/update-settings/tts/piper-http.py similarity index 100% rename from examples/55t-update-settings-piper-http-tts.py rename to examples/update-settings/tts/piper-http.py diff --git a/examples/55t-update-settings-piper-tts.py b/examples/update-settings/tts/piper.py similarity index 100% rename from examples/55t-update-settings-piper-tts.py rename to examples/update-settings/tts/piper.py diff --git a/examples/55zh-update-settings-resembleai-tts.py b/examples/update-settings/tts/resembleai.py similarity index 100% rename from examples/55zh-update-settings-resembleai-tts.py rename to examples/update-settings/tts/resembleai.py diff --git a/examples/55u-update-settings-rime-http-tts.py b/examples/update-settings/tts/rime-http.py similarity index 100% rename from examples/55u-update-settings-rime-http-tts.py rename to examples/update-settings/tts/rime-http.py diff --git a/examples/55u-update-settings-rime-tts.py b/examples/update-settings/tts/rime.py similarity index 100% rename from examples/55u-update-settings-rime-tts.py rename to examples/update-settings/tts/rime.py diff --git a/examples/55ze-update-settings-sarvam-http-tts.py b/examples/update-settings/tts/sarvam-http.py similarity index 100% rename from examples/55ze-update-settings-sarvam-http-tts.py rename to examples/update-settings/tts/sarvam-http.py diff --git a/examples/55ze-update-settings-sarvam-tts.py b/examples/update-settings/tts/sarvam.py similarity index 100% rename from examples/55ze-update-settings-sarvam-tts.py rename to examples/update-settings/tts/sarvam.py diff --git a/examples/55zzm-update-settings-speechmatics-tts.py b/examples/update-settings/tts/speechmatics.py similarity index 100% rename from examples/55zzm-update-settings-speechmatics-tts.py rename to examples/update-settings/tts/speechmatics.py diff --git a/examples/55zzp-update-settings-xtts-tts.py b/examples/update-settings/tts/xtts.py similarity index 100% rename from examples/55zzp-update-settings-xtts-tts.py rename to examples/update-settings/tts/xtts.py diff --git a/examples/43-heygen-transport.py b/examples/video-avatar/heygen-transport.py similarity index 100% rename from examples/43-heygen-transport.py rename to examples/video-avatar/heygen-transport.py diff --git a/examples/43a-heygen-video-service.py b/examples/video-avatar/heygen-video-service.py similarity index 100% rename from examples/43a-heygen-video-service.py rename to examples/video-avatar/heygen-video-service.py diff --git a/examples/56-lemonslice-transport.py b/examples/video-avatar/lemonslice-transport.py similarity index 100% rename from examples/56-lemonslice-transport.py rename to examples/video-avatar/lemonslice-transport.py diff --git a/examples/27-simli-layer.py b/examples/video-avatar/simli-layer.py similarity index 100% rename from examples/27-simli-layer.py rename to examples/video-avatar/simli-layer.py diff --git a/examples/21-tavus-transport.py b/examples/video-avatar/tavus-transport.py similarity index 100% rename from examples/21-tavus-transport.py rename to examples/video-avatar/tavus-transport.py diff --git a/examples/21a-tavus-video-service.py b/examples/video-avatar/tavus-video-service.py similarity index 100% rename from examples/21a-tavus-video-service.py rename to examples/video-avatar/tavus-video-service.py diff --git a/examples/57-custom-video-track.py b/examples/video-processing/custom-video-track.py similarity index 100% rename from examples/57-custom-video-track.py rename to examples/video-processing/custom-video-track.py diff --git a/examples/18-gstreamer-filesrc.py b/examples/video-processing/gstreamer-filesrc.py similarity index 100% rename from examples/18-gstreamer-filesrc.py rename to examples/video-processing/gstreamer-filesrc.py diff --git a/examples/18a-gstreamer-videotestsrc.py b/examples/video-processing/gstreamer-videotestsrc.py similarity index 100% rename from examples/18a-gstreamer-videotestsrc.py rename to examples/video-processing/gstreamer-videotestsrc.py diff --git a/examples/09a-local-mirror.py b/examples/video-processing/local-mirror.py similarity index 100% rename from examples/09a-local-mirror.py rename to examples/video-processing/local-mirror.py diff --git a/examples/09-mirror.py b/examples/video-processing/mirror.py similarity index 100% rename from examples/09-mirror.py rename to examples/video-processing/mirror.py diff --git a/examples/46-video-processing.py b/examples/video-processing/video-processing.py similarity index 100% rename from examples/46-video-processing.py rename to examples/video-processing/video-processing.py diff --git a/examples/12a-describe-image-anthropic.py b/examples/vision/anthropic.py similarity index 100% rename from examples/12a-describe-image-anthropic.py rename to examples/vision/anthropic.py diff --git a/examples/12b-describe-image-aws.py b/examples/vision/aws.py similarity index 100% rename from examples/12b-describe-image-aws.py rename to examples/vision/aws.py diff --git a/examples/12c-describe-image-gemini-flash.py b/examples/vision/gemini-flash.py similarity index 100% rename from examples/12c-describe-image-gemini-flash.py rename to examples/vision/gemini-flash.py diff --git a/examples/12d-describe-image-moondream.py b/examples/vision/moondream.py similarity index 100% rename from examples/12d-describe-image-moondream.py rename to examples/vision/moondream.py diff --git a/examples/12-describe-image-openai-responses-http.py b/examples/vision/openai-responses-http.py similarity index 100% rename from examples/12-describe-image-openai-responses-http.py rename to examples/vision/openai-responses-http.py diff --git a/examples/12-describe-image-openai-responses.py b/examples/vision/openai-responses.py similarity index 100% rename from examples/12-describe-image-openai-responses.py rename to examples/vision/openai-responses.py diff --git a/examples/12-describe-image-openai.py b/examples/vision/openai.py similarity index 100% rename from examples/12-describe-image-openai.py rename to examples/vision/openai.py diff --git a/scripts/evals/run-release-evals.py b/scripts/evals/run-release-evals.py index 92e872ac2..3c540ff87 100644 --- a/scripts/evals/run-release-evals.py +++ b/scripts/evals/run-release-evals.py @@ -96,214 +96,175 @@ EVAL_COMPLETE_TURN = EvalConfig( ) -TESTS_07 = [ - # 07 series - ("07-interruptible.py", EVAL_SIMPLE_MATH), - ("07-interruptible-cartesia-http.py", EVAL_SIMPLE_MATH), - ("07a-interruptible-speechmatics.py", EVAL_SIMPLE_MATH), - ("07a-interruptible-speechmatics-vad.py", EVAL_SIMPLE_MATH), - ("07b-interruptible-langchain.py", EVAL_SIMPLE_MATH), - ("07c-interruptible-deepgram.py", EVAL_SIMPLE_MATH), - ("07c-interruptible-deepgram-flux.py", EVAL_SIMPLE_MATH), - ("07c-interruptible-deepgram-http.py", EVAL_SIMPLE_MATH), - ("07d-interruptible-elevenlabs.py", EVAL_SIMPLE_MATH), - ("07d-interruptible-elevenlabs-http.py", EVAL_SIMPLE_MATH), - ("07e-interruptible-xai.py", EVAL_SIMPLE_MATH), - ("07f-interruptible-azure.py", EVAL_SIMPLE_MATH), - ("07f-interruptible-azure-http.py", EVAL_SIMPLE_MATH), - ("07g-interruptible-openai.py", EVAL_SIMPLE_MATH), - ("07g-interruptible-openai-http.py", EVAL_SIMPLE_MATH), - ("07j-interruptible-gladia.py", EVAL_SIMPLE_MATH), - ("07j-interruptible-gladia-vad.py", EVAL_SIMPLE_MATH), - ("07k-interruptible-lmnt.py", EVAL_SIMPLE_MATH), - ("07l-interruptible-groq.py", EVAL_SIMPLE_MATH), - ("07m-interruptible-aws.py", EVAL_SIMPLE_MATH), - ("07m-interruptible-aws-strands.py", EVAL_WEATHER), - ("07n-interruptible-gemini.py", EVAL_SIMPLE_MATH), - ("07n-interruptible-google.py", EVAL_SIMPLE_MATH), - ("07n-interruptible-google-http.py", EVAL_SIMPLE_MATH), - ("07o-interruptible-assemblyai.py", EVAL_SIMPLE_MATH), - ("07p-interruptible-krisp-viva.py", EVAL_SIMPLE_MATH), - ("07q-interruptible-rime.py", EVAL_SIMPLE_MATH), - ("07q-interruptible-rime-http.py", EVAL_SIMPLE_MATH), - ("07r-interruptible-nvidia.py", EVAL_SIMPLE_MATH), - ("07s-interruptible-google-audio-in.py", EVAL_SIMPLE_MATH), - ("07t-interruptible-fish.py", EVAL_SIMPLE_MATH), - ("07v-interruptible-neuphonic.py", EVAL_SIMPLE_MATH), - ("07v-interruptible-neuphonic-http.py", EVAL_SIMPLE_MATH), - ("07w-interruptible-fal.py", EVAL_SIMPLE_MATH), - ("07y-interruptible-minimax.py", EVAL_SIMPLE_MATH), - ("07z-interruptible-sarvam.py", EVAL_SIMPLE_MATH), - ("07z-interruptible-sarvam-http.py", EVAL_SIMPLE_MATH), - ("07za-interruptible-soniox.py", EVAL_SIMPLE_MATH), - ("07zb-interruptible-inworld.py", EVAL_SIMPLE_MATH), - ("07zb-interruptible-inworld-http.py", EVAL_SIMPLE_MATH), - ("07zc-interruptible-asyncai.py", EVAL_SIMPLE_MATH), - ("07zc-interruptible-asyncai-http.py", EVAL_SIMPLE_MATH), - ("07zd-interruptible-aicoustics.py", EVAL_SIMPLE_MATH), - ("07ze-interruptible-hume.py", EVAL_SIMPLE_MATH), - ("07zf-interruptible-gradium.py", EVAL_SIMPLE_MATH), - ("07zg-interruptible-camb.py", EVAL_SIMPLE_MATH), - ("07zi-interruptible-piper.py", EVAL_SIMPLE_MATH), - ("07zj-interruptible-kokoro.py", EVAL_SIMPLE_MATH), - ("07zk-interruptible-resembleai.py", EVAL_SIMPLE_MATH), - ("07zl-interruptible-smallest.py", EVAL_SIMPLE_MATH), - ("07-interruptible-openai-responses.py", EVAL_SIMPLE_MATH), - ("07-interruptible-openai-responses-http.py", EVAL_SIMPLE_MATH), +TESTS_SPEECH = [ + ("services/speech/cartesia.py", EVAL_SIMPLE_MATH), + ("services/speech/cartesia-http.py", EVAL_SIMPLE_MATH), + ("services/speech/speechmatics.py", EVAL_SIMPLE_MATH), + ("services/speech/speechmatics-vad.py", EVAL_SIMPLE_MATH), + ("services/speech/langchain.py", EVAL_SIMPLE_MATH), + ("services/speech/deepgram.py", EVAL_SIMPLE_MATH), + ("services/speech/deepgram-flux.py", EVAL_SIMPLE_MATH), + ("services/speech/deepgram-http.py", EVAL_SIMPLE_MATH), + ("services/speech/elevenlabs.py", EVAL_SIMPLE_MATH), + ("services/speech/elevenlabs-http.py", EVAL_SIMPLE_MATH), + ("services/speech/xai.py", EVAL_SIMPLE_MATH), + ("services/speech/azure.py", EVAL_SIMPLE_MATH), + ("services/speech/azure-http.py", EVAL_SIMPLE_MATH), + ("services/speech/openai.py", EVAL_SIMPLE_MATH), + ("services/speech/openai-http.py", EVAL_SIMPLE_MATH), + ("services/speech/gladia.py", EVAL_SIMPLE_MATH), + ("services/speech/gladia-vad.py", EVAL_SIMPLE_MATH), + ("services/speech/lmnt.py", EVAL_SIMPLE_MATH), + ("services/speech/groq.py", EVAL_SIMPLE_MATH), + ("services/speech/aws.py", EVAL_SIMPLE_MATH), + ("services/speech/aws-strands.py", EVAL_WEATHER), + ("services/speech/google-gemini-tts.py", EVAL_SIMPLE_MATH), + ("services/speech/google.py", EVAL_SIMPLE_MATH), + ("services/speech/google-http.py", EVAL_SIMPLE_MATH), + ("services/speech/assemblyai.py", EVAL_SIMPLE_MATH), + ("services/speech/krisp-viva.py", EVAL_SIMPLE_MATH), + ("services/speech/rime.py", EVAL_SIMPLE_MATH), + ("services/speech/rime-http.py", EVAL_SIMPLE_MATH), + ("services/speech/nvidia.py", EVAL_SIMPLE_MATH), + ("services/speech/google-audio-in.py", EVAL_SIMPLE_MATH), + ("services/speech/fish.py", EVAL_SIMPLE_MATH), + ("services/speech/neuphonic.py", EVAL_SIMPLE_MATH), + ("services/speech/neuphonic-http.py", EVAL_SIMPLE_MATH), + ("services/speech/fal.py", EVAL_SIMPLE_MATH), + ("services/speech/minimax.py", EVAL_SIMPLE_MATH), + ("services/speech/sarvam.py", EVAL_SIMPLE_MATH), + ("services/speech/sarvam-http.py", EVAL_SIMPLE_MATH), + ("services/speech/soniox.py", EVAL_SIMPLE_MATH), + ("services/speech/inworld.py", EVAL_SIMPLE_MATH), + ("services/speech/inworld-http.py", EVAL_SIMPLE_MATH), + ("services/speech/asyncai.py", EVAL_SIMPLE_MATH), + ("services/speech/asyncai-http.py", EVAL_SIMPLE_MATH), + ("services/speech/aicoustics.py", EVAL_SIMPLE_MATH), + ("services/speech/hume.py", EVAL_SIMPLE_MATH), + ("services/speech/gradium.py", EVAL_SIMPLE_MATH), + ("services/speech/camb.py", EVAL_SIMPLE_MATH), + ("services/speech/piper.py", EVAL_SIMPLE_MATH), + ("services/speech/kokoro.py", EVAL_SIMPLE_MATH), + ("services/speech/resemble.py", EVAL_SIMPLE_MATH), + ("services/speech/smallest.py", EVAL_SIMPLE_MATH), + ("services/speech/openai-responses.py", EVAL_SIMPLE_MATH), + ("services/speech/openai-responses-http.py", EVAL_SIMPLE_MATH), # Needs a local XTTS docker instance running. - # ("07i-interruptible-xtts.py", EVAL_SIMPLE_MATH), + # ("services/speech/xtts.py", EVAL_SIMPLE_MATH), ] -TESTS_12 = [ - ("12-describe-image-openai.py", EVAL_VISION_IMAGE(eval_speaks_first=True)), - ("12-describe-image-openai-responses.py", EVAL_VISION_IMAGE(eval_speaks_first=True)), - ("12-describe-image-openai-responses-http.py", EVAL_VISION_IMAGE(eval_speaks_first=True)), - ("12a-describe-image-anthropic.py", EVAL_VISION_IMAGE(eval_speaks_first=True)), - ("12b-describe-image-aws.py", EVAL_VISION_IMAGE(eval_speaks_first=True)), - ("12c-describe-image-gemini-flash.py", EVAL_VISION_IMAGE(eval_speaks_first=True)), - ("12d-describe-image-moondream.py", EVAL_VISION_IMAGE()), +TESTS_VISION = [ + ("vision/openai.py", EVAL_VISION_IMAGE(eval_speaks_first=True)), + ("vision/openai-responses.py", EVAL_VISION_IMAGE(eval_speaks_first=True)), + ("vision/openai-responses-http.py", EVAL_VISION_IMAGE(eval_speaks_first=True)), + ("vision/anthropic.py", EVAL_VISION_IMAGE(eval_speaks_first=True)), + ("vision/aws.py", EVAL_VISION_IMAGE(eval_speaks_first=True)), + ("vision/gemini-flash.py", EVAL_VISION_IMAGE(eval_speaks_first=True)), + ("vision/moondream.py", EVAL_VISION_IMAGE()), ] # For a few major services, we also test parallel function calling. # (We don't bother doing this with every single service, as it's expensive and # most rely on the same OpenAI-compatible implementation.) -TESTS_14 = [ - ("14-function-calling.py", EVAL_WEATHER), - ("14-function-calling.py", EVAL_WEATHER_AND_RESTAURANT), - ("14-function-calling-openai-responses.py", EVAL_WEATHER), - ("14-function-calling-openai-responses.py", EVAL_WEATHER_AND_RESTAURANT), - ("14-function-calling-openai-responses-http.py", EVAL_WEATHER), - ("14-function-calling-openai-responses-http.py", EVAL_WEATHER_AND_RESTAURANT), - ("14a-function-calling-anthropic.py", EVAL_WEATHER), - ("14a-function-calling-anthropic.py", EVAL_WEATHER_AND_RESTAURANT), - ("14b-function-calling-openai.py", EVAL_WEATHER), - ("14e-function-calling-google.py", EVAL_WEATHER), - ("14e-function-calling-google.py", EVAL_WEATHER_AND_RESTAURANT), - ("14f-function-calling-groq.py", EVAL_WEATHER), - ("14g-function-calling-grok.py", EVAL_WEATHER), - ("14h-function-calling-azure.py", EVAL_WEATHER), - ("14i-function-calling-fireworks.py", EVAL_WEATHER), - ("14j-function-calling-nvidia.py", EVAL_WEATHER), - ("14k-function-calling-cerebras.py", EVAL_WEATHER), - ("14m-function-calling-openrouter.py", EVAL_WEATHER), - ("14n-function-calling-perplexity.py", EVAL_WEATHER), - ("14p-function-calling-gemini-vertex-ai.py", EVAL_WEATHER), - ("14q-function-calling-qwen.py", EVAL_WEATHER), - ("14r-function-calling-aws.py", EVAL_WEATHER), - ("14s-function-calling-sambanova.py", EVAL_WEATHER), - ("14r-function-calling-aws.py", EVAL_WEATHER_AND_RESTAURANT), - ("14v-function-calling-nebius.py", EVAL_WEATHER), - ("14w-function-calling-mistral.py", EVAL_WEATHER), - ("14y-function-calling-sarvam.py", EVAL_WEATHER), - ("14z-function-calling-novita.py", EVAL_WEATHER), +TESTS_FUNCTION_CALLING = [ + ("getting-started/07-function-calling.py", EVAL_WEATHER), + ("getting-started/07-function-calling.py", EVAL_WEATHER_AND_RESTAURANT), + ("services/function-calling/openai-responses.py", EVAL_WEATHER), + ("services/function-calling/openai-responses.py", EVAL_WEATHER_AND_RESTAURANT), + ("services/function-calling/openai-responses-http.py", EVAL_WEATHER), + ("services/function-calling/openai-responses-http.py", EVAL_WEATHER_AND_RESTAURANT), + ("services/function-calling/anthropic.py", EVAL_WEATHER), + ("services/function-calling/anthropic.py", EVAL_WEATHER_AND_RESTAURANT), + ("services/function-calling/openai.py", EVAL_WEATHER), + ("services/function-calling/google.py", EVAL_WEATHER), + ("services/function-calling/google.py", EVAL_WEATHER_AND_RESTAURANT), + ("services/function-calling/groq.py", EVAL_WEATHER), + ("services/function-calling/grok.py", EVAL_WEATHER), + ("services/function-calling/azure.py", EVAL_WEATHER), + ("services/function-calling/fireworks.py", EVAL_WEATHER), + ("services/function-calling/nvidia.py", EVAL_WEATHER), + ("services/function-calling/cerebras.py", EVAL_WEATHER), + ("services/function-calling/openrouter.py", EVAL_WEATHER), + ("services/function-calling/perplexity.py", EVAL_WEATHER), + ("services/function-calling/google-vertex.py", EVAL_WEATHER), + ("services/function-calling/qwen.py", EVAL_WEATHER), + ("services/function-calling/aws.py", EVAL_WEATHER), + ("services/function-calling/sambanova.py", EVAL_WEATHER), + ("services/function-calling/aws.py", EVAL_WEATHER_AND_RESTAURANT), + ("services/function-calling/nebius.py", EVAL_WEATHER), + ("services/function-calling/mistral.py", EVAL_WEATHER), + ("services/function-calling/sarvam.py", EVAL_WEATHER), + ("services/function-calling/novita.py", EVAL_WEATHER), # Video - ("14d-function-calling-anthropic-video.py", EVAL_VISION_CAMERA), - ("14d-function-calling-aws-video.py", EVAL_VISION_CAMERA), - ("14d-function-calling-gemini-flash-video.py", EVAL_VISION_CAMERA), - ("14d-function-calling-moondream-video.py", EVAL_VISION_CAMERA), - ("14d-function-calling-openai-video.py", EVAL_VISION_CAMERA), - ("14d-function-calling-openai-responses-video.py", EVAL_VISION_CAMERA), - ("14d-function-calling-openai-responses-video-http.py", EVAL_VISION_CAMERA), + ("services/function-calling/anthropic-video.py", EVAL_VISION_CAMERA), + ("services/function-calling/aws-video.py", EVAL_VISION_CAMERA), + ("services/function-calling/google-video.py", EVAL_VISION_CAMERA), + ("services/function-calling/moondream-video.py", EVAL_VISION_CAMERA), + ("services/function-calling/openai-video.py", EVAL_VISION_CAMERA), + ("services/function-calling/openai-responses-video.py", EVAL_VISION_CAMERA), + ("services/function-calling/openai-responses-video-http.py", EVAL_VISION_CAMERA), # Currently not working. - # ("14c-function-calling-together.py", EVAL_WEATHER), - # ("14l-function-calling-deepseek.py", EVAL_WEATHER), - # ("14o-function-calling-gemini-openai-format.py", EVAL_WEATHER), + # ("services/function-calling/together.py", EVAL_WEATHER), + # ("services/function-calling/deepseek.py", EVAL_WEATHER), + # ("services/function-calling/gemini-openai-format.py", EVAL_WEATHER), ] -TESTS_15 = [ - ("15a-switch-languages.py", EVAL_SWITCH_LANGUAGE), +TESTS_FEATURES = [ + ("features/switch-languages.py", EVAL_SWITCH_LANGUAGE), + ("features/voicemail-detection.py", EVAL_VOICEMAIL), + ("features/voicemail-detection.py", EVAL_CONVERSATION), + ("features/concurrent-llm-evaluation.py", EVAL_SIMPLE_MATH), ] -TESTS_19 = [ - ("19-openai-realtime.py", EVAL_WEATHER), - ("19-openai-realtime-beta.py", EVAL_WEATHER), +TESTS_REALTIME = [ + ("realtime/openai.py", EVAL_WEATHER), + ("realtime/openai-beta.py", EVAL_WEATHER), # OpenAI Realtime not released on Azure yet - # ("19a-azure-realtime.py", EVAL_WEATHER), - ("19a-azure-realtime-beta.py", EVAL_WEATHER), - ("19b-openai-realtime-text.py", EVAL_WEATHER), - ("19b-openai-realtime-beta-text.py", EVAL_WEATHER), - ("19c-openai-realtime-live-video.py", EVAL_VISION_CAMERA), -] - -TESTS_21 = [ - ("21a-tavus-video-service.py", EVAL_SIMPLE_MATH), -] - -TESTS_22 = [ - ("22-filter-incomplete-turns.py", EVAL_COMPLETE_TURN), -] - -TESTS_26 = [ - ("26-gemini-live.py", EVAL_SIMPLE_MATH), - ("26a-gemini-live-local-vad.py", EVAL_SIMPLE_MATH), - ("26b-gemini-live-function-calling.py", EVAL_WEATHER), - ("26c-gemini-live-video.py", EVAL_VISION_CAMERA), - ("26e-gemini-live-google-search.py", EVAL_ONLINE_SEARCH), - ("26h-gemini-live-vertex-function-calling.py", EVAL_WEATHER), + # ("realtime/azure.py", EVAL_WEATHER), + ("realtime/azure-beta.py", EVAL_WEATHER), + ("realtime/openai-text.py", EVAL_WEATHER), + ("realtime/openai-beta-text.py", EVAL_WEATHER), + ("realtime/openai-live-video.py", EVAL_VISION_CAMERA), + ("realtime/gemini-live.py", EVAL_SIMPLE_MATH), + ("realtime/gemini-live-local-vad.py", EVAL_SIMPLE_MATH), + ("realtime/gemini-live-function-calling.py", EVAL_WEATHER), + ("realtime/gemini-live-video.py", EVAL_VISION_CAMERA), + ("realtime/gemini-live-google-search.py", EVAL_ONLINE_SEARCH), + ("realtime/gemini-live-vertex-function-calling.py", EVAL_WEATHER), # Currently not working. - # ("26d-gemini-live-text.py", EVAL_SIMPLE_MATH), + # ("realtime/gemini-live-text.py", EVAL_SIMPLE_MATH), + ("realtime/aws-nova-sonic.py", EVAL_SIMPLE_MATH), + ("realtime/ultravox.py", EVAL_ORDER), + ("realtime/grok.py", EVAL_WEATHER), ] -TESTS_27 = [ - ("27-simli-layer.py", EVAL_SIMPLE_MATH), +TESTS_VIDEO_AVATAR = [ + ("video-avatar/tavus-video-service.py", EVAL_SIMPLE_MATH), + ("video-avatar/heygen-video-service.py", EVAL_SIMPLE_MATH), + ("video-avatar/simli-layer.py", EVAL_SIMPLE_MATH), + ("video-avatar/lemonslice-transport.py", EVAL_SIMPLE_MATH), ] -TESTS_40 = [ - ("40-aws-nova-sonic.py", EVAL_SIMPLE_MATH), +TESTS_TURN_MANAGEMENT = [ + ("turn-management/filter-incomplete-turns.py", EVAL_COMPLETE_TURN), ] -TESTS_43 = [ - ("43a-heygen-video-service.py", EVAL_SIMPLE_MATH), -] - -TESTS_44 = [ - ("44-voicemail-detection.py", EVAL_VOICEMAIL), - ("44-voicemail-detection.py", EVAL_CONVERSATION), -] - -TESTS_49 = [ - ("49a-thinking-anthropic.py", EVAL_SIMPLE_MATH), - ("49b-thinking-google.py", EVAL_SIMPLE_MATH), - ("49c-thinking-functions-anthropic.py", EVAL_FLIGHT_STATUS), - ("49d-thinking-functions-google.py", EVAL_FLIGHT_STATUS), -] - - -TESTS_50 = [ - ("50-ultravox-realtime.py", EVAL_ORDER), -] - - -TESTS_51 = [ - ("51-grok-realtime.py", EVAL_WEATHER), -] - -TESTS_53 = [ - ("53-concurrent-llm-evaluation.py", EVAL_SIMPLE_MATH), -] - -TESTS_56 = [ - ("56-lemonslice-transport.py", EVAL_SIMPLE_MATH), +TESTS_THINKING_AND_MCP = [ + ("thinking-and-mcp/thinking-anthropic.py", EVAL_SIMPLE_MATH), + ("thinking-and-mcp/thinking-google.py", EVAL_SIMPLE_MATH), + ("thinking-and-mcp/thinking-functions-anthropic.py", EVAL_FLIGHT_STATUS), + ("thinking-and-mcp/thinking-functions-google.py", EVAL_FLIGHT_STATUS), ] TESTS = [ - *TESTS_07, - *TESTS_12, - *TESTS_14, - *TESTS_15, - *TESTS_19, - *TESTS_21, - *TESTS_22, - *TESTS_26, - *TESTS_27, - *TESTS_40, - *TESTS_43, - *TESTS_44, - *TESTS_49, - *TESTS_50, - *TESTS_51, - *TESTS_53, - *TESTS_56, + *TESTS_SPEECH, + *TESTS_VISION, + *TESTS_FUNCTION_CALLING, + *TESTS_FEATURES, + *TESTS_REALTIME, + *TESTS_VIDEO_AVATAR, + *TESTS_TURN_MANAGEMENT, + *TESTS_THINKING_AND_MCP, ] From 1d85aedcaecd1b1043f8efc07ba60eb0e49ebdae Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Tue, 31 Mar 2026 13:15:06 -0400 Subject: [PATCH 09/19] Split features/ into audio/, observability/, and rag/ subfolders Extract focused example groups from the catch-all features/ folder: - audio/: audio recording, background sound, sound effects - observability/: observer, heartbeats, sentry metrics - rag/: mem0, gemini-rag, gemini grounding metadata Update README to document the new folders. --- examples/README.md | 14 +++++++++++++- examples/{features => audio}/audio-recording.py | 0 .../{features => audio}/bot-background-sound.py | 0 examples/{features => audio}/sound-effects.py | 0 examples/{features => observability}/heartbeats.py | 0 examples/{features => observability}/observer.py | 0 .../{features => observability}/sentry-metrics.py | 0 .../{features => rag}/gemini-grounding-metadata.py | 0 examples/{features => rag}/gemini-rag.py | 0 examples/{features => rag}/mem0.py | 0 10 files changed, 13 insertions(+), 1 deletion(-) rename examples/{features => audio}/audio-recording.py (100%) rename examples/{features => audio}/bot-background-sound.py (100%) rename examples/{features => audio}/sound-effects.py (100%) rename examples/{features => observability}/heartbeats.py (100%) rename examples/{features => observability}/observer.py (100%) rename examples/{features => observability}/sentry-metrics.py (100%) rename examples/{features => rag}/gemini-grounding-metadata.py (100%) rename examples/{features => rag}/gemini-rag.py (100%) rename examples/{features => rag}/mem0.py (100%) diff --git a/examples/README.md b/examples/README.md index f584d3768..08dc58de5 100644 --- a/examples/README.md +++ b/examples/README.md @@ -116,9 +116,21 @@ Video avatar integrations (Tavus, HeyGen, Simli, LemonSlice). Video processing, mirroring, GStreamer, and custom video tracks. +### [`audio/`](./audio/) + +Audio recording, background sounds, and sound effects. + +### [`observability/`](./observability/) + +Pipeline monitoring: observers, heartbeats, and Sentry metrics. + +### [`rag/`](./rag/) + +Retrieval-augmented generation, grounding, and long-term memory (Mem0, Gemini). + ### [`features/`](./features/) -Miscellaneous features: sound effects, wake phrases, observers, audio recording, live translation, service switching, and more. +Miscellaneous features: wake phrases, live translation, service switching, voice switching, and more. ## Advanced Usage diff --git a/examples/features/audio-recording.py b/examples/audio/audio-recording.py similarity index 100% rename from examples/features/audio-recording.py rename to examples/audio/audio-recording.py diff --git a/examples/features/bot-background-sound.py b/examples/audio/bot-background-sound.py similarity index 100% rename from examples/features/bot-background-sound.py rename to examples/audio/bot-background-sound.py diff --git a/examples/features/sound-effects.py b/examples/audio/sound-effects.py similarity index 100% rename from examples/features/sound-effects.py rename to examples/audio/sound-effects.py diff --git a/examples/features/heartbeats.py b/examples/observability/heartbeats.py similarity index 100% rename from examples/features/heartbeats.py rename to examples/observability/heartbeats.py diff --git a/examples/features/observer.py b/examples/observability/observer.py similarity index 100% rename from examples/features/observer.py rename to examples/observability/observer.py diff --git a/examples/features/sentry-metrics.py b/examples/observability/sentry-metrics.py similarity index 100% rename from examples/features/sentry-metrics.py rename to examples/observability/sentry-metrics.py diff --git a/examples/features/gemini-grounding-metadata.py b/examples/rag/gemini-grounding-metadata.py similarity index 100% rename from examples/features/gemini-grounding-metadata.py rename to examples/rag/gemini-grounding-metadata.py diff --git a/examples/features/gemini-rag.py b/examples/rag/gemini-rag.py similarity index 100% rename from examples/features/gemini-rag.py rename to examples/rag/gemini-rag.py diff --git a/examples/features/mem0.py b/examples/rag/mem0.py similarity index 100% rename from examples/features/mem0.py rename to examples/rag/mem0.py From e1939ecd4447bbe1cd1a81f3c72f9810420db5de Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Tue, 31 Mar 2026 14:55:22 -0400 Subject: [PATCH 10/19] Flatten services/ nesting: promote speech and function-calling to top level Move services/speech/* directly into services/ and services/function-calling/* into top-level function-calling/. Update eval script paths and README. --- examples/README.md | 7 +- .../function-calling/anthropic-video.py | 0 .../function-calling/anthropic.py | 0 .../function-calling/aws-video.py | 0 .../{services => }/function-calling/aws.py | 0 .../{services => }/function-calling/azure.py | 0 .../function-calling/cerebras.py | 0 .../function-calling/deepseek.py | 0 .../{services => }/function-calling/direct.py | 0 .../function-calling/fireworks.py | 0 .../function-calling/gemini-openai-format.py | 0 .../function-calling/google-vertex-ai.py | 0 .../function-calling/google-video.py | 0 .../{services => }/function-calling/google.py | 0 .../{services => }/function-calling/grok.py | 0 .../{services => }/function-calling/groq.py | 0 .../function-calling/mistral.py | 0 .../function-calling/moondream-video.py | 0 .../{services => }/function-calling/nebius.py | 0 .../{services => }/function-calling/novita.py | 0 .../{services => }/function-calling/nvidia.py | 0 .../{services => }/function-calling/ollama.py | 0 .../function-calling/openai-responses-http.py | 0 .../openai-responses-video-http.py | 0 .../openai-responses-video.py | 0 .../function-calling/openai-responses.py | 0 .../function-calling/openai-video.py | 0 .../{services => }/function-calling/openai.py | 0 .../function-calling/openrouter.py | 0 .../function-calling/perplexity.py | 0 .../{services => }/function-calling/qwen.py | 0 .../function-calling/sambanova.py | 0 .../{services => }/function-calling/sarvam.py | 0 .../function-calling/together.py | 0 examples/services/{speech => }/aicoustics.py | 0 .../{speech => }/assemblyai-turn-detection.py | 0 examples/services/{speech => }/assemblyai.py | 0 .../services/{speech => }/asyncai-http.py | 0 examples/services/{speech => }/asyncai.py | 0 examples/services/{speech => }/aws-strands.py | 0 examples/services/{speech => }/aws.py | 0 examples/services/{speech => }/azure-http.py | 0 examples/services/{speech => }/azure.py | 0 examples/services/{speech => }/camb.py | 0 .../services/{speech => }/cartesia-http.py | 0 examples/services/{speech => }/cartesia.py | 0 .../{speech => }/deepgram-flux-sagemaker.py | 0 .../services/{speech => }/deepgram-flux.py | 0 .../services/{speech => }/deepgram-http.py | 0 .../{speech => }/deepgram-sagemaker.py | 0 .../services/{speech => }/deepgram-vad.py | 0 examples/services/{speech => }/deepgram.py | 0 .../services/{speech => }/elevenlabs-http.py | 0 examples/services/{speech => }/elevenlabs.py | 0 examples/services/{speech => }/fal.py | 0 examples/services/{speech => }/fish.py | 0 examples/services/{speech => }/gladia-vad.py | 0 examples/services/{speech => }/gladia.py | 0 .../services/{speech => }/google-audio-in.py | 0 .../{speech => }/google-gemini-tts.py | 0 examples/services/{speech => }/google-http.py | 0 .../services/{speech => }/google-image.py | 0 examples/services/{speech => }/google.py | 0 examples/services/{speech => }/gradium.py | 0 examples/services/{speech => }/groq.py | 0 examples/services/{speech => }/hume.py | 0 .../services/{speech => }/inworld-http.py | 0 examples/services/{speech => }/inworld.py | 0 examples/services/{speech => }/kokoro.py | 0 examples/services/{speech => }/krisp-viva.py | 0 examples/services/{speech => }/langchain.py | 0 examples/services/{speech => }/lmnt.py | 0 examples/services/{speech => }/minimax.py | 0 .../services/{speech => }/neuphonic-http.py | 0 examples/services/{speech => }/neuphonic.py | 0 examples/services/{speech => }/nvidia.py | 0 examples/services/{speech => }/openai-http.py | 0 .../{speech => }/openai-responses-http.py | 0 .../services/{speech => }/openai-responses.py | 0 examples/services/{speech => }/openai.py | 0 examples/services/{speech => }/piper.py | 0 examples/services/{speech => }/resemble.py | 0 examples/services/{speech => }/rime-http.py | 0 examples/services/{speech => }/rime.py | 0 examples/services/{speech => }/sarvam-http.py | 0 examples/services/{speech => }/sarvam.py | 0 examples/services/{speech => }/smallest.py | 0 examples/services/{speech => }/soniox.py | 0 .../services/{speech => }/speechmatics-vad.py | 0 .../services/{speech => }/speechmatics.py | 0 examples/services/{speech => }/xai.py | 0 examples/services/{speech => }/xtts.py | 0 scripts/evals/run-release-evals.py | 178 +++++++++--------- 93 files changed, 93 insertions(+), 92 deletions(-) rename examples/{services => }/function-calling/anthropic-video.py (100%) rename examples/{services => }/function-calling/anthropic.py (100%) rename examples/{services => }/function-calling/aws-video.py (100%) rename examples/{services => }/function-calling/aws.py (100%) rename examples/{services => }/function-calling/azure.py (100%) rename examples/{services => }/function-calling/cerebras.py (100%) rename examples/{services => }/function-calling/deepseek.py (100%) rename examples/{services => }/function-calling/direct.py (100%) rename examples/{services => }/function-calling/fireworks.py (100%) rename examples/{services => }/function-calling/gemini-openai-format.py (100%) rename examples/{services => }/function-calling/google-vertex-ai.py (100%) rename examples/{services => }/function-calling/google-video.py (100%) rename examples/{services => }/function-calling/google.py (100%) rename examples/{services => }/function-calling/grok.py (100%) rename examples/{services => }/function-calling/groq.py (100%) rename examples/{services => }/function-calling/mistral.py (100%) rename examples/{services => }/function-calling/moondream-video.py (100%) rename examples/{services => }/function-calling/nebius.py (100%) rename examples/{services => }/function-calling/novita.py (100%) rename examples/{services => }/function-calling/nvidia.py (100%) rename examples/{services => }/function-calling/ollama.py (100%) rename examples/{services => }/function-calling/openai-responses-http.py (100%) rename examples/{services => }/function-calling/openai-responses-video-http.py (100%) rename examples/{services => }/function-calling/openai-responses-video.py (100%) rename examples/{services => }/function-calling/openai-responses.py (100%) rename examples/{services => }/function-calling/openai-video.py (100%) rename examples/{services => }/function-calling/openai.py (100%) rename examples/{services => }/function-calling/openrouter.py (100%) rename examples/{services => }/function-calling/perplexity.py (100%) rename examples/{services => }/function-calling/qwen.py (100%) rename examples/{services => }/function-calling/sambanova.py (100%) rename examples/{services => }/function-calling/sarvam.py (100%) rename examples/{services => }/function-calling/together.py (100%) rename examples/services/{speech => }/aicoustics.py (100%) rename examples/services/{speech => }/assemblyai-turn-detection.py (100%) rename examples/services/{speech => }/assemblyai.py (100%) rename examples/services/{speech => }/asyncai-http.py (100%) rename examples/services/{speech => }/asyncai.py (100%) rename examples/services/{speech => }/aws-strands.py (100%) rename examples/services/{speech => }/aws.py (100%) rename examples/services/{speech => }/azure-http.py (100%) rename examples/services/{speech => }/azure.py (100%) rename examples/services/{speech => }/camb.py (100%) rename examples/services/{speech => }/cartesia-http.py (100%) rename examples/services/{speech => }/cartesia.py (100%) rename examples/services/{speech => }/deepgram-flux-sagemaker.py (100%) rename examples/services/{speech => }/deepgram-flux.py (100%) rename examples/services/{speech => }/deepgram-http.py (100%) rename examples/services/{speech => }/deepgram-sagemaker.py (100%) rename examples/services/{speech => }/deepgram-vad.py (100%) rename examples/services/{speech => }/deepgram.py (100%) rename examples/services/{speech => }/elevenlabs-http.py (100%) rename examples/services/{speech => }/elevenlabs.py (100%) rename examples/services/{speech => }/fal.py (100%) rename examples/services/{speech => }/fish.py (100%) rename examples/services/{speech => }/gladia-vad.py (100%) rename examples/services/{speech => }/gladia.py (100%) rename examples/services/{speech => }/google-audio-in.py (100%) rename examples/services/{speech => }/google-gemini-tts.py (100%) rename examples/services/{speech => }/google-http.py (100%) rename examples/services/{speech => }/google-image.py (100%) rename examples/services/{speech => }/google.py (100%) rename examples/services/{speech => }/gradium.py (100%) rename examples/services/{speech => }/groq.py (100%) rename examples/services/{speech => }/hume.py (100%) rename examples/services/{speech => }/inworld-http.py (100%) rename examples/services/{speech => }/inworld.py (100%) rename examples/services/{speech => }/kokoro.py (100%) rename examples/services/{speech => }/krisp-viva.py (100%) rename examples/services/{speech => }/langchain.py (100%) rename examples/services/{speech => }/lmnt.py (100%) rename examples/services/{speech => }/minimax.py (100%) rename examples/services/{speech => }/neuphonic-http.py (100%) rename examples/services/{speech => }/neuphonic.py (100%) rename examples/services/{speech => }/nvidia.py (100%) rename examples/services/{speech => }/openai-http.py (100%) rename examples/services/{speech => }/openai-responses-http.py (100%) rename examples/services/{speech => }/openai-responses.py (100%) rename examples/services/{speech => }/openai.py (100%) rename examples/services/{speech => }/piper.py (100%) rename examples/services/{speech => }/resemble.py (100%) rename examples/services/{speech => }/rime-http.py (100%) rename examples/services/{speech => }/rime.py (100%) rename examples/services/{speech => }/sarvam-http.py (100%) rename examples/services/{speech => }/sarvam.py (100%) rename examples/services/{speech => }/smallest.py (100%) rename examples/services/{speech => }/soniox.py (100%) rename examples/services/{speech => }/speechmatics-vad.py (100%) rename examples/services/{speech => }/speechmatics.py (100%) rename examples/services/{speech => }/xai.py (100%) rename examples/services/{speech => }/xtts.py (100%) diff --git a/examples/README.md b/examples/README.md index 08dc58de5..a7fabaa73 100644 --- a/examples/README.md +++ b/examples/README.md @@ -63,10 +63,11 @@ Progressive introduction to Pipecat, from minimal TTS to a full voice agent with ### [`services/`](./services/) -Service provider integration examples, organized into subfolders: +Full STT + LLM + TTS pipelines showcasing different speech service providers (Deepgram, ElevenLabs, Cartesia, etc.) -- **[`speech/`](./services/speech/)** — Full STT + LLM + TTS pipelines showcasing different speech service providers (Deepgram, ElevenLabs, Cartesia, etc.) -- **[`function-calling/`](./services/function-calling/)** — Function calling with different LLM providers (OpenAI, Anthropic, Google, etc.) +### [`function-calling/`](./function-calling/) + +Function calling with different LLM providers (OpenAI, Anthropic, Google, etc.) ### [`transcription/`](./transcription/) diff --git a/examples/services/function-calling/anthropic-video.py b/examples/function-calling/anthropic-video.py similarity index 100% rename from examples/services/function-calling/anthropic-video.py rename to examples/function-calling/anthropic-video.py diff --git a/examples/services/function-calling/anthropic.py b/examples/function-calling/anthropic.py similarity index 100% rename from examples/services/function-calling/anthropic.py rename to examples/function-calling/anthropic.py diff --git a/examples/services/function-calling/aws-video.py b/examples/function-calling/aws-video.py similarity index 100% rename from examples/services/function-calling/aws-video.py rename to examples/function-calling/aws-video.py diff --git a/examples/services/function-calling/aws.py b/examples/function-calling/aws.py similarity index 100% rename from examples/services/function-calling/aws.py rename to examples/function-calling/aws.py diff --git a/examples/services/function-calling/azure.py b/examples/function-calling/azure.py similarity index 100% rename from examples/services/function-calling/azure.py rename to examples/function-calling/azure.py diff --git a/examples/services/function-calling/cerebras.py b/examples/function-calling/cerebras.py similarity index 100% rename from examples/services/function-calling/cerebras.py rename to examples/function-calling/cerebras.py diff --git a/examples/services/function-calling/deepseek.py b/examples/function-calling/deepseek.py similarity index 100% rename from examples/services/function-calling/deepseek.py rename to examples/function-calling/deepseek.py diff --git a/examples/services/function-calling/direct.py b/examples/function-calling/direct.py similarity index 100% rename from examples/services/function-calling/direct.py rename to examples/function-calling/direct.py diff --git a/examples/services/function-calling/fireworks.py b/examples/function-calling/fireworks.py similarity index 100% rename from examples/services/function-calling/fireworks.py rename to examples/function-calling/fireworks.py diff --git a/examples/services/function-calling/gemini-openai-format.py b/examples/function-calling/gemini-openai-format.py similarity index 100% rename from examples/services/function-calling/gemini-openai-format.py rename to examples/function-calling/gemini-openai-format.py diff --git a/examples/services/function-calling/google-vertex-ai.py b/examples/function-calling/google-vertex-ai.py similarity index 100% rename from examples/services/function-calling/google-vertex-ai.py rename to examples/function-calling/google-vertex-ai.py diff --git a/examples/services/function-calling/google-video.py b/examples/function-calling/google-video.py similarity index 100% rename from examples/services/function-calling/google-video.py rename to examples/function-calling/google-video.py diff --git a/examples/services/function-calling/google.py b/examples/function-calling/google.py similarity index 100% rename from examples/services/function-calling/google.py rename to examples/function-calling/google.py diff --git a/examples/services/function-calling/grok.py b/examples/function-calling/grok.py similarity index 100% rename from examples/services/function-calling/grok.py rename to examples/function-calling/grok.py diff --git a/examples/services/function-calling/groq.py b/examples/function-calling/groq.py similarity index 100% rename from examples/services/function-calling/groq.py rename to examples/function-calling/groq.py diff --git a/examples/services/function-calling/mistral.py b/examples/function-calling/mistral.py similarity index 100% rename from examples/services/function-calling/mistral.py rename to examples/function-calling/mistral.py diff --git a/examples/services/function-calling/moondream-video.py b/examples/function-calling/moondream-video.py similarity index 100% rename from examples/services/function-calling/moondream-video.py rename to examples/function-calling/moondream-video.py diff --git a/examples/services/function-calling/nebius.py b/examples/function-calling/nebius.py similarity index 100% rename from examples/services/function-calling/nebius.py rename to examples/function-calling/nebius.py diff --git a/examples/services/function-calling/novita.py b/examples/function-calling/novita.py similarity index 100% rename from examples/services/function-calling/novita.py rename to examples/function-calling/novita.py diff --git a/examples/services/function-calling/nvidia.py b/examples/function-calling/nvidia.py similarity index 100% rename from examples/services/function-calling/nvidia.py rename to examples/function-calling/nvidia.py diff --git a/examples/services/function-calling/ollama.py b/examples/function-calling/ollama.py similarity index 100% rename from examples/services/function-calling/ollama.py rename to examples/function-calling/ollama.py diff --git a/examples/services/function-calling/openai-responses-http.py b/examples/function-calling/openai-responses-http.py similarity index 100% rename from examples/services/function-calling/openai-responses-http.py rename to examples/function-calling/openai-responses-http.py diff --git a/examples/services/function-calling/openai-responses-video-http.py b/examples/function-calling/openai-responses-video-http.py similarity index 100% rename from examples/services/function-calling/openai-responses-video-http.py rename to examples/function-calling/openai-responses-video-http.py diff --git a/examples/services/function-calling/openai-responses-video.py b/examples/function-calling/openai-responses-video.py similarity index 100% rename from examples/services/function-calling/openai-responses-video.py rename to examples/function-calling/openai-responses-video.py diff --git a/examples/services/function-calling/openai-responses.py b/examples/function-calling/openai-responses.py similarity index 100% rename from examples/services/function-calling/openai-responses.py rename to examples/function-calling/openai-responses.py diff --git a/examples/services/function-calling/openai-video.py b/examples/function-calling/openai-video.py similarity index 100% rename from examples/services/function-calling/openai-video.py rename to examples/function-calling/openai-video.py diff --git a/examples/services/function-calling/openai.py b/examples/function-calling/openai.py similarity index 100% rename from examples/services/function-calling/openai.py rename to examples/function-calling/openai.py diff --git a/examples/services/function-calling/openrouter.py b/examples/function-calling/openrouter.py similarity index 100% rename from examples/services/function-calling/openrouter.py rename to examples/function-calling/openrouter.py diff --git a/examples/services/function-calling/perplexity.py b/examples/function-calling/perplexity.py similarity index 100% rename from examples/services/function-calling/perplexity.py rename to examples/function-calling/perplexity.py diff --git a/examples/services/function-calling/qwen.py b/examples/function-calling/qwen.py similarity index 100% rename from examples/services/function-calling/qwen.py rename to examples/function-calling/qwen.py diff --git a/examples/services/function-calling/sambanova.py b/examples/function-calling/sambanova.py similarity index 100% rename from examples/services/function-calling/sambanova.py rename to examples/function-calling/sambanova.py diff --git a/examples/services/function-calling/sarvam.py b/examples/function-calling/sarvam.py similarity index 100% rename from examples/services/function-calling/sarvam.py rename to examples/function-calling/sarvam.py diff --git a/examples/services/function-calling/together.py b/examples/function-calling/together.py similarity index 100% rename from examples/services/function-calling/together.py rename to examples/function-calling/together.py diff --git a/examples/services/speech/aicoustics.py b/examples/services/aicoustics.py similarity index 100% rename from examples/services/speech/aicoustics.py rename to examples/services/aicoustics.py diff --git a/examples/services/speech/assemblyai-turn-detection.py b/examples/services/assemblyai-turn-detection.py similarity index 100% rename from examples/services/speech/assemblyai-turn-detection.py rename to examples/services/assemblyai-turn-detection.py diff --git a/examples/services/speech/assemblyai.py b/examples/services/assemblyai.py similarity index 100% rename from examples/services/speech/assemblyai.py rename to examples/services/assemblyai.py diff --git a/examples/services/speech/asyncai-http.py b/examples/services/asyncai-http.py similarity index 100% rename from examples/services/speech/asyncai-http.py rename to examples/services/asyncai-http.py diff --git a/examples/services/speech/asyncai.py b/examples/services/asyncai.py similarity index 100% rename from examples/services/speech/asyncai.py rename to examples/services/asyncai.py diff --git a/examples/services/speech/aws-strands.py b/examples/services/aws-strands.py similarity index 100% rename from examples/services/speech/aws-strands.py rename to examples/services/aws-strands.py diff --git a/examples/services/speech/aws.py b/examples/services/aws.py similarity index 100% rename from examples/services/speech/aws.py rename to examples/services/aws.py diff --git a/examples/services/speech/azure-http.py b/examples/services/azure-http.py similarity index 100% rename from examples/services/speech/azure-http.py rename to examples/services/azure-http.py diff --git a/examples/services/speech/azure.py b/examples/services/azure.py similarity index 100% rename from examples/services/speech/azure.py rename to examples/services/azure.py diff --git a/examples/services/speech/camb.py b/examples/services/camb.py similarity index 100% rename from examples/services/speech/camb.py rename to examples/services/camb.py diff --git a/examples/services/speech/cartesia-http.py b/examples/services/cartesia-http.py similarity index 100% rename from examples/services/speech/cartesia-http.py rename to examples/services/cartesia-http.py diff --git a/examples/services/speech/cartesia.py b/examples/services/cartesia.py similarity index 100% rename from examples/services/speech/cartesia.py rename to examples/services/cartesia.py diff --git a/examples/services/speech/deepgram-flux-sagemaker.py b/examples/services/deepgram-flux-sagemaker.py similarity index 100% rename from examples/services/speech/deepgram-flux-sagemaker.py rename to examples/services/deepgram-flux-sagemaker.py diff --git a/examples/services/speech/deepgram-flux.py b/examples/services/deepgram-flux.py similarity index 100% rename from examples/services/speech/deepgram-flux.py rename to examples/services/deepgram-flux.py diff --git a/examples/services/speech/deepgram-http.py b/examples/services/deepgram-http.py similarity index 100% rename from examples/services/speech/deepgram-http.py rename to examples/services/deepgram-http.py diff --git a/examples/services/speech/deepgram-sagemaker.py b/examples/services/deepgram-sagemaker.py similarity index 100% rename from examples/services/speech/deepgram-sagemaker.py rename to examples/services/deepgram-sagemaker.py diff --git a/examples/services/speech/deepgram-vad.py b/examples/services/deepgram-vad.py similarity index 100% rename from examples/services/speech/deepgram-vad.py rename to examples/services/deepgram-vad.py diff --git a/examples/services/speech/deepgram.py b/examples/services/deepgram.py similarity index 100% rename from examples/services/speech/deepgram.py rename to examples/services/deepgram.py diff --git a/examples/services/speech/elevenlabs-http.py b/examples/services/elevenlabs-http.py similarity index 100% rename from examples/services/speech/elevenlabs-http.py rename to examples/services/elevenlabs-http.py diff --git a/examples/services/speech/elevenlabs.py b/examples/services/elevenlabs.py similarity index 100% rename from examples/services/speech/elevenlabs.py rename to examples/services/elevenlabs.py diff --git a/examples/services/speech/fal.py b/examples/services/fal.py similarity index 100% rename from examples/services/speech/fal.py rename to examples/services/fal.py diff --git a/examples/services/speech/fish.py b/examples/services/fish.py similarity index 100% rename from examples/services/speech/fish.py rename to examples/services/fish.py diff --git a/examples/services/speech/gladia-vad.py b/examples/services/gladia-vad.py similarity index 100% rename from examples/services/speech/gladia-vad.py rename to examples/services/gladia-vad.py diff --git a/examples/services/speech/gladia.py b/examples/services/gladia.py similarity index 100% rename from examples/services/speech/gladia.py rename to examples/services/gladia.py diff --git a/examples/services/speech/google-audio-in.py b/examples/services/google-audio-in.py similarity index 100% rename from examples/services/speech/google-audio-in.py rename to examples/services/google-audio-in.py diff --git a/examples/services/speech/google-gemini-tts.py b/examples/services/google-gemini-tts.py similarity index 100% rename from examples/services/speech/google-gemini-tts.py rename to examples/services/google-gemini-tts.py diff --git a/examples/services/speech/google-http.py b/examples/services/google-http.py similarity index 100% rename from examples/services/speech/google-http.py rename to examples/services/google-http.py diff --git a/examples/services/speech/google-image.py b/examples/services/google-image.py similarity index 100% rename from examples/services/speech/google-image.py rename to examples/services/google-image.py diff --git a/examples/services/speech/google.py b/examples/services/google.py similarity index 100% rename from examples/services/speech/google.py rename to examples/services/google.py diff --git a/examples/services/speech/gradium.py b/examples/services/gradium.py similarity index 100% rename from examples/services/speech/gradium.py rename to examples/services/gradium.py diff --git a/examples/services/speech/groq.py b/examples/services/groq.py similarity index 100% rename from examples/services/speech/groq.py rename to examples/services/groq.py diff --git a/examples/services/speech/hume.py b/examples/services/hume.py similarity index 100% rename from examples/services/speech/hume.py rename to examples/services/hume.py diff --git a/examples/services/speech/inworld-http.py b/examples/services/inworld-http.py similarity index 100% rename from examples/services/speech/inworld-http.py rename to examples/services/inworld-http.py diff --git a/examples/services/speech/inworld.py b/examples/services/inworld.py similarity index 100% rename from examples/services/speech/inworld.py rename to examples/services/inworld.py diff --git a/examples/services/speech/kokoro.py b/examples/services/kokoro.py similarity index 100% rename from examples/services/speech/kokoro.py rename to examples/services/kokoro.py diff --git a/examples/services/speech/krisp-viva.py b/examples/services/krisp-viva.py similarity index 100% rename from examples/services/speech/krisp-viva.py rename to examples/services/krisp-viva.py diff --git a/examples/services/speech/langchain.py b/examples/services/langchain.py similarity index 100% rename from examples/services/speech/langchain.py rename to examples/services/langchain.py diff --git a/examples/services/speech/lmnt.py b/examples/services/lmnt.py similarity index 100% rename from examples/services/speech/lmnt.py rename to examples/services/lmnt.py diff --git a/examples/services/speech/minimax.py b/examples/services/minimax.py similarity index 100% rename from examples/services/speech/minimax.py rename to examples/services/minimax.py diff --git a/examples/services/speech/neuphonic-http.py b/examples/services/neuphonic-http.py similarity index 100% rename from examples/services/speech/neuphonic-http.py rename to examples/services/neuphonic-http.py diff --git a/examples/services/speech/neuphonic.py b/examples/services/neuphonic.py similarity index 100% rename from examples/services/speech/neuphonic.py rename to examples/services/neuphonic.py diff --git a/examples/services/speech/nvidia.py b/examples/services/nvidia.py similarity index 100% rename from examples/services/speech/nvidia.py rename to examples/services/nvidia.py diff --git a/examples/services/speech/openai-http.py b/examples/services/openai-http.py similarity index 100% rename from examples/services/speech/openai-http.py rename to examples/services/openai-http.py diff --git a/examples/services/speech/openai-responses-http.py b/examples/services/openai-responses-http.py similarity index 100% rename from examples/services/speech/openai-responses-http.py rename to examples/services/openai-responses-http.py diff --git a/examples/services/speech/openai-responses.py b/examples/services/openai-responses.py similarity index 100% rename from examples/services/speech/openai-responses.py rename to examples/services/openai-responses.py diff --git a/examples/services/speech/openai.py b/examples/services/openai.py similarity index 100% rename from examples/services/speech/openai.py rename to examples/services/openai.py diff --git a/examples/services/speech/piper.py b/examples/services/piper.py similarity index 100% rename from examples/services/speech/piper.py rename to examples/services/piper.py diff --git a/examples/services/speech/resemble.py b/examples/services/resemble.py similarity index 100% rename from examples/services/speech/resemble.py rename to examples/services/resemble.py diff --git a/examples/services/speech/rime-http.py b/examples/services/rime-http.py similarity index 100% rename from examples/services/speech/rime-http.py rename to examples/services/rime-http.py diff --git a/examples/services/speech/rime.py b/examples/services/rime.py similarity index 100% rename from examples/services/speech/rime.py rename to examples/services/rime.py diff --git a/examples/services/speech/sarvam-http.py b/examples/services/sarvam-http.py similarity index 100% rename from examples/services/speech/sarvam-http.py rename to examples/services/sarvam-http.py diff --git a/examples/services/speech/sarvam.py b/examples/services/sarvam.py similarity index 100% rename from examples/services/speech/sarvam.py rename to examples/services/sarvam.py diff --git a/examples/services/speech/smallest.py b/examples/services/smallest.py similarity index 100% rename from examples/services/speech/smallest.py rename to examples/services/smallest.py diff --git a/examples/services/speech/soniox.py b/examples/services/soniox.py similarity index 100% rename from examples/services/speech/soniox.py rename to examples/services/soniox.py diff --git a/examples/services/speech/speechmatics-vad.py b/examples/services/speechmatics-vad.py similarity index 100% rename from examples/services/speech/speechmatics-vad.py rename to examples/services/speechmatics-vad.py diff --git a/examples/services/speech/speechmatics.py b/examples/services/speechmatics.py similarity index 100% rename from examples/services/speech/speechmatics.py rename to examples/services/speechmatics.py diff --git a/examples/services/speech/xai.py b/examples/services/xai.py similarity index 100% rename from examples/services/speech/xai.py rename to examples/services/xai.py diff --git a/examples/services/speech/xtts.py b/examples/services/xtts.py similarity index 100% rename from examples/services/speech/xtts.py rename to examples/services/xtts.py diff --git a/scripts/evals/run-release-evals.py b/scripts/evals/run-release-evals.py index 3c540ff87..38cde2b11 100644 --- a/scripts/evals/run-release-evals.py +++ b/scripts/evals/run-release-evals.py @@ -97,60 +97,60 @@ EVAL_COMPLETE_TURN = EvalConfig( TESTS_SPEECH = [ - ("services/speech/cartesia.py", EVAL_SIMPLE_MATH), - ("services/speech/cartesia-http.py", EVAL_SIMPLE_MATH), - ("services/speech/speechmatics.py", EVAL_SIMPLE_MATH), - ("services/speech/speechmatics-vad.py", EVAL_SIMPLE_MATH), - ("services/speech/langchain.py", EVAL_SIMPLE_MATH), - ("services/speech/deepgram.py", EVAL_SIMPLE_MATH), - ("services/speech/deepgram-flux.py", EVAL_SIMPLE_MATH), - ("services/speech/deepgram-http.py", EVAL_SIMPLE_MATH), - ("services/speech/elevenlabs.py", EVAL_SIMPLE_MATH), - ("services/speech/elevenlabs-http.py", EVAL_SIMPLE_MATH), - ("services/speech/xai.py", EVAL_SIMPLE_MATH), - ("services/speech/azure.py", EVAL_SIMPLE_MATH), - ("services/speech/azure-http.py", EVAL_SIMPLE_MATH), - ("services/speech/openai.py", EVAL_SIMPLE_MATH), - ("services/speech/openai-http.py", EVAL_SIMPLE_MATH), - ("services/speech/gladia.py", EVAL_SIMPLE_MATH), - ("services/speech/gladia-vad.py", EVAL_SIMPLE_MATH), - ("services/speech/lmnt.py", EVAL_SIMPLE_MATH), - ("services/speech/groq.py", EVAL_SIMPLE_MATH), - ("services/speech/aws.py", EVAL_SIMPLE_MATH), - ("services/speech/aws-strands.py", EVAL_WEATHER), - ("services/speech/google-gemini-tts.py", EVAL_SIMPLE_MATH), - ("services/speech/google.py", EVAL_SIMPLE_MATH), - ("services/speech/google-http.py", EVAL_SIMPLE_MATH), - ("services/speech/assemblyai.py", EVAL_SIMPLE_MATH), - ("services/speech/krisp-viva.py", EVAL_SIMPLE_MATH), - ("services/speech/rime.py", EVAL_SIMPLE_MATH), - ("services/speech/rime-http.py", EVAL_SIMPLE_MATH), - ("services/speech/nvidia.py", EVAL_SIMPLE_MATH), - ("services/speech/google-audio-in.py", EVAL_SIMPLE_MATH), - ("services/speech/fish.py", EVAL_SIMPLE_MATH), - ("services/speech/neuphonic.py", EVAL_SIMPLE_MATH), - ("services/speech/neuphonic-http.py", EVAL_SIMPLE_MATH), - ("services/speech/fal.py", EVAL_SIMPLE_MATH), - ("services/speech/minimax.py", EVAL_SIMPLE_MATH), - ("services/speech/sarvam.py", EVAL_SIMPLE_MATH), - ("services/speech/sarvam-http.py", EVAL_SIMPLE_MATH), - ("services/speech/soniox.py", EVAL_SIMPLE_MATH), - ("services/speech/inworld.py", EVAL_SIMPLE_MATH), - ("services/speech/inworld-http.py", EVAL_SIMPLE_MATH), - ("services/speech/asyncai.py", EVAL_SIMPLE_MATH), - ("services/speech/asyncai-http.py", EVAL_SIMPLE_MATH), - ("services/speech/aicoustics.py", EVAL_SIMPLE_MATH), - ("services/speech/hume.py", EVAL_SIMPLE_MATH), - ("services/speech/gradium.py", EVAL_SIMPLE_MATH), - ("services/speech/camb.py", EVAL_SIMPLE_MATH), - ("services/speech/piper.py", EVAL_SIMPLE_MATH), - ("services/speech/kokoro.py", EVAL_SIMPLE_MATH), - ("services/speech/resemble.py", EVAL_SIMPLE_MATH), - ("services/speech/smallest.py", EVAL_SIMPLE_MATH), - ("services/speech/openai-responses.py", EVAL_SIMPLE_MATH), - ("services/speech/openai-responses-http.py", EVAL_SIMPLE_MATH), + ("services/cartesia.py", EVAL_SIMPLE_MATH), + ("services/cartesia-http.py", EVAL_SIMPLE_MATH), + ("services/speechmatics.py", EVAL_SIMPLE_MATH), + ("services/speechmatics-vad.py", EVAL_SIMPLE_MATH), + ("services/langchain.py", EVAL_SIMPLE_MATH), + ("services/deepgram.py", EVAL_SIMPLE_MATH), + ("services/deepgram-flux.py", EVAL_SIMPLE_MATH), + ("services/deepgram-http.py", EVAL_SIMPLE_MATH), + ("services/elevenlabs.py", EVAL_SIMPLE_MATH), + ("services/elevenlabs-http.py", EVAL_SIMPLE_MATH), + ("services/xai.py", EVAL_SIMPLE_MATH), + ("services/azure.py", EVAL_SIMPLE_MATH), + ("services/azure-http.py", EVAL_SIMPLE_MATH), + ("services/openai.py", EVAL_SIMPLE_MATH), + ("services/openai-http.py", EVAL_SIMPLE_MATH), + ("services/gladia.py", EVAL_SIMPLE_MATH), + ("services/gladia-vad.py", EVAL_SIMPLE_MATH), + ("services/lmnt.py", EVAL_SIMPLE_MATH), + ("services/groq.py", EVAL_SIMPLE_MATH), + ("services/aws.py", EVAL_SIMPLE_MATH), + ("services/aws-strands.py", EVAL_WEATHER), + ("services/google-gemini-tts.py", EVAL_SIMPLE_MATH), + ("services/google.py", EVAL_SIMPLE_MATH), + ("services/google-http.py", EVAL_SIMPLE_MATH), + ("services/assemblyai.py", EVAL_SIMPLE_MATH), + ("services/krisp-viva.py", EVAL_SIMPLE_MATH), + ("services/rime.py", EVAL_SIMPLE_MATH), + ("services/rime-http.py", EVAL_SIMPLE_MATH), + ("services/nvidia.py", EVAL_SIMPLE_MATH), + ("services/google-audio-in.py", EVAL_SIMPLE_MATH), + ("services/fish.py", EVAL_SIMPLE_MATH), + ("services/neuphonic.py", EVAL_SIMPLE_MATH), + ("services/neuphonic-http.py", EVAL_SIMPLE_MATH), + ("services/fal.py", EVAL_SIMPLE_MATH), + ("services/minimax.py", EVAL_SIMPLE_MATH), + ("services/sarvam.py", EVAL_SIMPLE_MATH), + ("services/sarvam-http.py", EVAL_SIMPLE_MATH), + ("services/soniox.py", EVAL_SIMPLE_MATH), + ("services/inworld.py", EVAL_SIMPLE_MATH), + ("services/inworld-http.py", EVAL_SIMPLE_MATH), + ("services/asyncai.py", EVAL_SIMPLE_MATH), + ("services/asyncai-http.py", EVAL_SIMPLE_MATH), + ("services/aicoustics.py", EVAL_SIMPLE_MATH), + ("services/hume.py", EVAL_SIMPLE_MATH), + ("services/gradium.py", EVAL_SIMPLE_MATH), + ("services/camb.py", EVAL_SIMPLE_MATH), + ("services/piper.py", EVAL_SIMPLE_MATH), + ("services/kokoro.py", EVAL_SIMPLE_MATH), + ("services/resemble.py", EVAL_SIMPLE_MATH), + ("services/smallest.py", EVAL_SIMPLE_MATH), + ("services/openai-responses.py", EVAL_SIMPLE_MATH), + ("services/openai-responses-http.py", EVAL_SIMPLE_MATH), # Needs a local XTTS docker instance running. - # ("services/speech/xtts.py", EVAL_SIMPLE_MATH), + # ("services/xtts.py", EVAL_SIMPLE_MATH), ] TESTS_VISION = [ @@ -169,44 +169,44 @@ TESTS_VISION = [ TESTS_FUNCTION_CALLING = [ ("getting-started/07-function-calling.py", EVAL_WEATHER), ("getting-started/07-function-calling.py", EVAL_WEATHER_AND_RESTAURANT), - ("services/function-calling/openai-responses.py", EVAL_WEATHER), - ("services/function-calling/openai-responses.py", EVAL_WEATHER_AND_RESTAURANT), - ("services/function-calling/openai-responses-http.py", EVAL_WEATHER), - ("services/function-calling/openai-responses-http.py", EVAL_WEATHER_AND_RESTAURANT), - ("services/function-calling/anthropic.py", EVAL_WEATHER), - ("services/function-calling/anthropic.py", EVAL_WEATHER_AND_RESTAURANT), - ("services/function-calling/openai.py", EVAL_WEATHER), - ("services/function-calling/google.py", EVAL_WEATHER), - ("services/function-calling/google.py", EVAL_WEATHER_AND_RESTAURANT), - ("services/function-calling/groq.py", EVAL_WEATHER), - ("services/function-calling/grok.py", EVAL_WEATHER), - ("services/function-calling/azure.py", EVAL_WEATHER), - ("services/function-calling/fireworks.py", EVAL_WEATHER), - ("services/function-calling/nvidia.py", EVAL_WEATHER), - ("services/function-calling/cerebras.py", EVAL_WEATHER), - ("services/function-calling/openrouter.py", EVAL_WEATHER), - ("services/function-calling/perplexity.py", EVAL_WEATHER), - ("services/function-calling/google-vertex.py", EVAL_WEATHER), - ("services/function-calling/qwen.py", EVAL_WEATHER), - ("services/function-calling/aws.py", EVAL_WEATHER), - ("services/function-calling/sambanova.py", EVAL_WEATHER), - ("services/function-calling/aws.py", EVAL_WEATHER_AND_RESTAURANT), - ("services/function-calling/nebius.py", EVAL_WEATHER), - ("services/function-calling/mistral.py", EVAL_WEATHER), - ("services/function-calling/sarvam.py", EVAL_WEATHER), - ("services/function-calling/novita.py", EVAL_WEATHER), + ("function-calling/openai-responses.py", EVAL_WEATHER), + ("function-calling/openai-responses.py", EVAL_WEATHER_AND_RESTAURANT), + ("function-calling/openai-responses-http.py", EVAL_WEATHER), + ("function-calling/openai-responses-http.py", EVAL_WEATHER_AND_RESTAURANT), + ("function-calling/anthropic.py", EVAL_WEATHER), + ("function-calling/anthropic.py", EVAL_WEATHER_AND_RESTAURANT), + ("function-calling/openai.py", EVAL_WEATHER), + ("function-calling/google.py", EVAL_WEATHER), + ("function-calling/google.py", EVAL_WEATHER_AND_RESTAURANT), + ("function-calling/groq.py", EVAL_WEATHER), + ("function-calling/grok.py", EVAL_WEATHER), + ("function-calling/azure.py", EVAL_WEATHER), + ("function-calling/fireworks.py", EVAL_WEATHER), + ("function-calling/nvidia.py", EVAL_WEATHER), + ("function-calling/cerebras.py", EVAL_WEATHER), + ("function-calling/openrouter.py", EVAL_WEATHER), + ("function-calling/perplexity.py", EVAL_WEATHER), + ("function-calling/google-vertex.py", EVAL_WEATHER), + ("function-calling/qwen.py", EVAL_WEATHER), + ("function-calling/aws.py", EVAL_WEATHER), + ("function-calling/sambanova.py", EVAL_WEATHER), + ("function-calling/aws.py", EVAL_WEATHER_AND_RESTAURANT), + ("function-calling/nebius.py", EVAL_WEATHER), + ("function-calling/mistral.py", EVAL_WEATHER), + ("function-calling/sarvam.py", EVAL_WEATHER), + ("function-calling/novita.py", EVAL_WEATHER), # Video - ("services/function-calling/anthropic-video.py", EVAL_VISION_CAMERA), - ("services/function-calling/aws-video.py", EVAL_VISION_CAMERA), - ("services/function-calling/google-video.py", EVAL_VISION_CAMERA), - ("services/function-calling/moondream-video.py", EVAL_VISION_CAMERA), - ("services/function-calling/openai-video.py", EVAL_VISION_CAMERA), - ("services/function-calling/openai-responses-video.py", EVAL_VISION_CAMERA), - ("services/function-calling/openai-responses-video-http.py", EVAL_VISION_CAMERA), + ("function-calling/anthropic-video.py", EVAL_VISION_CAMERA), + ("function-calling/aws-video.py", EVAL_VISION_CAMERA), + ("function-calling/google-video.py", EVAL_VISION_CAMERA), + ("function-calling/moondream-video.py", EVAL_VISION_CAMERA), + ("function-calling/openai-video.py", EVAL_VISION_CAMERA), + ("function-calling/openai-responses-video.py", EVAL_VISION_CAMERA), + ("function-calling/openai-responses-video-http.py", EVAL_VISION_CAMERA), # Currently not working. - # ("services/function-calling/together.py", EVAL_WEATHER), - # ("services/function-calling/deepseek.py", EVAL_WEATHER), - # ("services/function-calling/gemini-openai-format.py", EVAL_WEATHER), + # ("function-calling/together.py", EVAL_WEATHER), + # ("function-calling/deepseek.py", EVAL_WEATHER), + # ("function-calling/gemini-openai-format.py", EVAL_WEATHER), ] TESTS_FEATURES = [ From f14638a1fdab61b6c3218a2b2b45e868356615df Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Tue, 31 Mar 2026 14:59:23 -0400 Subject: [PATCH 11/19] Revert "Flatten services/ nesting: promote speech and function-calling to top level" This reverts commit e1939ecd4447bbe1cd1a81f3c72f9810420db5de. --- examples/README.md | 7 +- .../function-calling/anthropic-video.py | 0 .../function-calling/anthropic.py | 0 .../function-calling/aws-video.py | 0 .../{ => services}/function-calling/aws.py | 0 .../{ => services}/function-calling/azure.py | 0 .../function-calling/cerebras.py | 0 .../function-calling/deepseek.py | 0 .../{ => services}/function-calling/direct.py | 0 .../function-calling/fireworks.py | 0 .../function-calling/gemini-openai-format.py | 0 .../function-calling/google-vertex-ai.py | 0 .../function-calling/google-video.py | 0 .../{ => services}/function-calling/google.py | 0 .../{ => services}/function-calling/grok.py | 0 .../{ => services}/function-calling/groq.py | 0 .../function-calling/mistral.py | 0 .../function-calling/moondream-video.py | 0 .../{ => services}/function-calling/nebius.py | 0 .../{ => services}/function-calling/novita.py | 0 .../{ => services}/function-calling/nvidia.py | 0 .../{ => services}/function-calling/ollama.py | 0 .../function-calling/openai-responses-http.py | 0 .../openai-responses-video-http.py | 0 .../openai-responses-video.py | 0 .../function-calling/openai-responses.py | 0 .../function-calling/openai-video.py | 0 .../{ => services}/function-calling/openai.py | 0 .../function-calling/openrouter.py | 0 .../function-calling/perplexity.py | 0 .../{ => services}/function-calling/qwen.py | 0 .../function-calling/sambanova.py | 0 .../{ => services}/function-calling/sarvam.py | 0 .../function-calling/together.py | 0 examples/services/{ => speech}/aicoustics.py | 0 .../{ => speech}/assemblyai-turn-detection.py | 0 examples/services/{ => speech}/assemblyai.py | 0 .../services/{ => speech}/asyncai-http.py | 0 examples/services/{ => speech}/asyncai.py | 0 examples/services/{ => speech}/aws-strands.py | 0 examples/services/{ => speech}/aws.py | 0 examples/services/{ => speech}/azure-http.py | 0 examples/services/{ => speech}/azure.py | 0 examples/services/{ => speech}/camb.py | 0 .../services/{ => speech}/cartesia-http.py | 0 examples/services/{ => speech}/cartesia.py | 0 .../{ => speech}/deepgram-flux-sagemaker.py | 0 .../services/{ => speech}/deepgram-flux.py | 0 .../services/{ => speech}/deepgram-http.py | 0 .../{ => speech}/deepgram-sagemaker.py | 0 .../services/{ => speech}/deepgram-vad.py | 0 examples/services/{ => speech}/deepgram.py | 0 .../services/{ => speech}/elevenlabs-http.py | 0 examples/services/{ => speech}/elevenlabs.py | 0 examples/services/{ => speech}/fal.py | 0 examples/services/{ => speech}/fish.py | 0 examples/services/{ => speech}/gladia-vad.py | 0 examples/services/{ => speech}/gladia.py | 0 .../services/{ => speech}/google-audio-in.py | 0 .../{ => speech}/google-gemini-tts.py | 0 examples/services/{ => speech}/google-http.py | 0 .../services/{ => speech}/google-image.py | 0 examples/services/{ => speech}/google.py | 0 examples/services/{ => speech}/gradium.py | 0 examples/services/{ => speech}/groq.py | 0 examples/services/{ => speech}/hume.py | 0 .../services/{ => speech}/inworld-http.py | 0 examples/services/{ => speech}/inworld.py | 0 examples/services/{ => speech}/kokoro.py | 0 examples/services/{ => speech}/krisp-viva.py | 0 examples/services/{ => speech}/langchain.py | 0 examples/services/{ => speech}/lmnt.py | 0 examples/services/{ => speech}/minimax.py | 0 .../services/{ => speech}/neuphonic-http.py | 0 examples/services/{ => speech}/neuphonic.py | 0 examples/services/{ => speech}/nvidia.py | 0 examples/services/{ => speech}/openai-http.py | 0 .../{ => speech}/openai-responses-http.py | 0 .../services/{ => speech}/openai-responses.py | 0 examples/services/{ => speech}/openai.py | 0 examples/services/{ => speech}/piper.py | 0 examples/services/{ => speech}/resemble.py | 0 examples/services/{ => speech}/rime-http.py | 0 examples/services/{ => speech}/rime.py | 0 examples/services/{ => speech}/sarvam-http.py | 0 examples/services/{ => speech}/sarvam.py | 0 examples/services/{ => speech}/smallest.py | 0 examples/services/{ => speech}/soniox.py | 0 .../services/{ => speech}/speechmatics-vad.py | 0 .../services/{ => speech}/speechmatics.py | 0 examples/services/{ => speech}/xai.py | 0 examples/services/{ => speech}/xtts.py | 0 scripts/evals/run-release-evals.py | 178 +++++++++--------- 93 files changed, 92 insertions(+), 93 deletions(-) rename examples/{ => services}/function-calling/anthropic-video.py (100%) rename examples/{ => services}/function-calling/anthropic.py (100%) rename examples/{ => services}/function-calling/aws-video.py (100%) rename examples/{ => services}/function-calling/aws.py (100%) rename examples/{ => services}/function-calling/azure.py (100%) rename examples/{ => services}/function-calling/cerebras.py (100%) rename examples/{ => services}/function-calling/deepseek.py (100%) rename examples/{ => services}/function-calling/direct.py (100%) rename examples/{ => services}/function-calling/fireworks.py (100%) rename examples/{ => services}/function-calling/gemini-openai-format.py (100%) rename examples/{ => services}/function-calling/google-vertex-ai.py (100%) rename examples/{ => services}/function-calling/google-video.py (100%) rename examples/{ => services}/function-calling/google.py (100%) rename examples/{ => services}/function-calling/grok.py (100%) rename examples/{ => services}/function-calling/groq.py (100%) rename examples/{ => services}/function-calling/mistral.py (100%) rename examples/{ => services}/function-calling/moondream-video.py (100%) rename examples/{ => services}/function-calling/nebius.py (100%) rename examples/{ => services}/function-calling/novita.py (100%) rename examples/{ => services}/function-calling/nvidia.py (100%) rename examples/{ => services}/function-calling/ollama.py (100%) rename examples/{ => services}/function-calling/openai-responses-http.py (100%) rename examples/{ => services}/function-calling/openai-responses-video-http.py (100%) rename examples/{ => services}/function-calling/openai-responses-video.py (100%) rename examples/{ => services}/function-calling/openai-responses.py (100%) rename examples/{ => services}/function-calling/openai-video.py (100%) rename examples/{ => services}/function-calling/openai.py (100%) rename examples/{ => services}/function-calling/openrouter.py (100%) rename examples/{ => services}/function-calling/perplexity.py (100%) rename examples/{ => services}/function-calling/qwen.py (100%) rename examples/{ => services}/function-calling/sambanova.py (100%) rename examples/{ => services}/function-calling/sarvam.py (100%) rename examples/{ => services}/function-calling/together.py (100%) rename examples/services/{ => speech}/aicoustics.py (100%) rename examples/services/{ => speech}/assemblyai-turn-detection.py (100%) rename examples/services/{ => speech}/assemblyai.py (100%) rename examples/services/{ => speech}/asyncai-http.py (100%) rename examples/services/{ => speech}/asyncai.py (100%) rename examples/services/{ => speech}/aws-strands.py (100%) rename examples/services/{ => speech}/aws.py (100%) rename examples/services/{ => speech}/azure-http.py (100%) rename examples/services/{ => speech}/azure.py (100%) rename examples/services/{ => speech}/camb.py (100%) rename examples/services/{ => speech}/cartesia-http.py (100%) rename examples/services/{ => speech}/cartesia.py (100%) rename examples/services/{ => speech}/deepgram-flux-sagemaker.py (100%) rename examples/services/{ => speech}/deepgram-flux.py (100%) rename examples/services/{ => speech}/deepgram-http.py (100%) rename examples/services/{ => speech}/deepgram-sagemaker.py (100%) rename examples/services/{ => speech}/deepgram-vad.py (100%) rename examples/services/{ => speech}/deepgram.py (100%) rename examples/services/{ => speech}/elevenlabs-http.py (100%) rename examples/services/{ => speech}/elevenlabs.py (100%) rename examples/services/{ => speech}/fal.py (100%) rename examples/services/{ => speech}/fish.py (100%) rename examples/services/{ => speech}/gladia-vad.py (100%) rename examples/services/{ => speech}/gladia.py (100%) rename examples/services/{ => speech}/google-audio-in.py (100%) rename examples/services/{ => speech}/google-gemini-tts.py (100%) rename examples/services/{ => speech}/google-http.py (100%) rename examples/services/{ => speech}/google-image.py (100%) rename examples/services/{ => speech}/google.py (100%) rename examples/services/{ => speech}/gradium.py (100%) rename examples/services/{ => speech}/groq.py (100%) rename examples/services/{ => speech}/hume.py (100%) rename examples/services/{ => speech}/inworld-http.py (100%) rename examples/services/{ => speech}/inworld.py (100%) rename examples/services/{ => speech}/kokoro.py (100%) rename examples/services/{ => speech}/krisp-viva.py (100%) rename examples/services/{ => speech}/langchain.py (100%) rename examples/services/{ => speech}/lmnt.py (100%) rename examples/services/{ => speech}/minimax.py (100%) rename examples/services/{ => speech}/neuphonic-http.py (100%) rename examples/services/{ => speech}/neuphonic.py (100%) rename examples/services/{ => speech}/nvidia.py (100%) rename examples/services/{ => speech}/openai-http.py (100%) rename examples/services/{ => speech}/openai-responses-http.py (100%) rename examples/services/{ => speech}/openai-responses.py (100%) rename examples/services/{ => speech}/openai.py (100%) rename examples/services/{ => speech}/piper.py (100%) rename examples/services/{ => speech}/resemble.py (100%) rename examples/services/{ => speech}/rime-http.py (100%) rename examples/services/{ => speech}/rime.py (100%) rename examples/services/{ => speech}/sarvam-http.py (100%) rename examples/services/{ => speech}/sarvam.py (100%) rename examples/services/{ => speech}/smallest.py (100%) rename examples/services/{ => speech}/soniox.py (100%) rename examples/services/{ => speech}/speechmatics-vad.py (100%) rename examples/services/{ => speech}/speechmatics.py (100%) rename examples/services/{ => speech}/xai.py (100%) rename examples/services/{ => speech}/xtts.py (100%) diff --git a/examples/README.md b/examples/README.md index a7fabaa73..08dc58de5 100644 --- a/examples/README.md +++ b/examples/README.md @@ -63,11 +63,10 @@ Progressive introduction to Pipecat, from minimal TTS to a full voice agent with ### [`services/`](./services/) -Full STT + LLM + TTS pipelines showcasing different speech service providers (Deepgram, ElevenLabs, Cartesia, etc.) +Service provider integration examples, organized into subfolders: -### [`function-calling/`](./function-calling/) - -Function calling with different LLM providers (OpenAI, Anthropic, Google, etc.) +- **[`speech/`](./services/speech/)** — Full STT + LLM + TTS pipelines showcasing different speech service providers (Deepgram, ElevenLabs, Cartesia, etc.) +- **[`function-calling/`](./services/function-calling/)** — Function calling with different LLM providers (OpenAI, Anthropic, Google, etc.) ### [`transcription/`](./transcription/) diff --git a/examples/function-calling/anthropic-video.py b/examples/services/function-calling/anthropic-video.py similarity index 100% rename from examples/function-calling/anthropic-video.py rename to examples/services/function-calling/anthropic-video.py diff --git a/examples/function-calling/anthropic.py b/examples/services/function-calling/anthropic.py similarity index 100% rename from examples/function-calling/anthropic.py rename to examples/services/function-calling/anthropic.py diff --git a/examples/function-calling/aws-video.py b/examples/services/function-calling/aws-video.py similarity index 100% rename from examples/function-calling/aws-video.py rename to examples/services/function-calling/aws-video.py diff --git a/examples/function-calling/aws.py b/examples/services/function-calling/aws.py similarity index 100% rename from examples/function-calling/aws.py rename to examples/services/function-calling/aws.py diff --git a/examples/function-calling/azure.py b/examples/services/function-calling/azure.py similarity index 100% rename from examples/function-calling/azure.py rename to examples/services/function-calling/azure.py diff --git a/examples/function-calling/cerebras.py b/examples/services/function-calling/cerebras.py similarity index 100% rename from examples/function-calling/cerebras.py rename to examples/services/function-calling/cerebras.py diff --git a/examples/function-calling/deepseek.py b/examples/services/function-calling/deepseek.py similarity index 100% rename from examples/function-calling/deepseek.py rename to examples/services/function-calling/deepseek.py diff --git a/examples/function-calling/direct.py b/examples/services/function-calling/direct.py similarity index 100% rename from examples/function-calling/direct.py rename to examples/services/function-calling/direct.py diff --git a/examples/function-calling/fireworks.py b/examples/services/function-calling/fireworks.py similarity index 100% rename from examples/function-calling/fireworks.py rename to examples/services/function-calling/fireworks.py diff --git a/examples/function-calling/gemini-openai-format.py b/examples/services/function-calling/gemini-openai-format.py similarity index 100% rename from examples/function-calling/gemini-openai-format.py rename to examples/services/function-calling/gemini-openai-format.py diff --git a/examples/function-calling/google-vertex-ai.py b/examples/services/function-calling/google-vertex-ai.py similarity index 100% rename from examples/function-calling/google-vertex-ai.py rename to examples/services/function-calling/google-vertex-ai.py diff --git a/examples/function-calling/google-video.py b/examples/services/function-calling/google-video.py similarity index 100% rename from examples/function-calling/google-video.py rename to examples/services/function-calling/google-video.py diff --git a/examples/function-calling/google.py b/examples/services/function-calling/google.py similarity index 100% rename from examples/function-calling/google.py rename to examples/services/function-calling/google.py diff --git a/examples/function-calling/grok.py b/examples/services/function-calling/grok.py similarity index 100% rename from examples/function-calling/grok.py rename to examples/services/function-calling/grok.py diff --git a/examples/function-calling/groq.py b/examples/services/function-calling/groq.py similarity index 100% rename from examples/function-calling/groq.py rename to examples/services/function-calling/groq.py diff --git a/examples/function-calling/mistral.py b/examples/services/function-calling/mistral.py similarity index 100% rename from examples/function-calling/mistral.py rename to examples/services/function-calling/mistral.py diff --git a/examples/function-calling/moondream-video.py b/examples/services/function-calling/moondream-video.py similarity index 100% rename from examples/function-calling/moondream-video.py rename to examples/services/function-calling/moondream-video.py diff --git a/examples/function-calling/nebius.py b/examples/services/function-calling/nebius.py similarity index 100% rename from examples/function-calling/nebius.py rename to examples/services/function-calling/nebius.py diff --git a/examples/function-calling/novita.py b/examples/services/function-calling/novita.py similarity index 100% rename from examples/function-calling/novita.py rename to examples/services/function-calling/novita.py diff --git a/examples/function-calling/nvidia.py b/examples/services/function-calling/nvidia.py similarity index 100% rename from examples/function-calling/nvidia.py rename to examples/services/function-calling/nvidia.py diff --git a/examples/function-calling/ollama.py b/examples/services/function-calling/ollama.py similarity index 100% rename from examples/function-calling/ollama.py rename to examples/services/function-calling/ollama.py diff --git a/examples/function-calling/openai-responses-http.py b/examples/services/function-calling/openai-responses-http.py similarity index 100% rename from examples/function-calling/openai-responses-http.py rename to examples/services/function-calling/openai-responses-http.py diff --git a/examples/function-calling/openai-responses-video-http.py b/examples/services/function-calling/openai-responses-video-http.py similarity index 100% rename from examples/function-calling/openai-responses-video-http.py rename to examples/services/function-calling/openai-responses-video-http.py diff --git a/examples/function-calling/openai-responses-video.py b/examples/services/function-calling/openai-responses-video.py similarity index 100% rename from examples/function-calling/openai-responses-video.py rename to examples/services/function-calling/openai-responses-video.py diff --git a/examples/function-calling/openai-responses.py b/examples/services/function-calling/openai-responses.py similarity index 100% rename from examples/function-calling/openai-responses.py rename to examples/services/function-calling/openai-responses.py diff --git a/examples/function-calling/openai-video.py b/examples/services/function-calling/openai-video.py similarity index 100% rename from examples/function-calling/openai-video.py rename to examples/services/function-calling/openai-video.py diff --git a/examples/function-calling/openai.py b/examples/services/function-calling/openai.py similarity index 100% rename from examples/function-calling/openai.py rename to examples/services/function-calling/openai.py diff --git a/examples/function-calling/openrouter.py b/examples/services/function-calling/openrouter.py similarity index 100% rename from examples/function-calling/openrouter.py rename to examples/services/function-calling/openrouter.py diff --git a/examples/function-calling/perplexity.py b/examples/services/function-calling/perplexity.py similarity index 100% rename from examples/function-calling/perplexity.py rename to examples/services/function-calling/perplexity.py diff --git a/examples/function-calling/qwen.py b/examples/services/function-calling/qwen.py similarity index 100% rename from examples/function-calling/qwen.py rename to examples/services/function-calling/qwen.py diff --git a/examples/function-calling/sambanova.py b/examples/services/function-calling/sambanova.py similarity index 100% rename from examples/function-calling/sambanova.py rename to examples/services/function-calling/sambanova.py diff --git a/examples/function-calling/sarvam.py b/examples/services/function-calling/sarvam.py similarity index 100% rename from examples/function-calling/sarvam.py rename to examples/services/function-calling/sarvam.py diff --git a/examples/function-calling/together.py b/examples/services/function-calling/together.py similarity index 100% rename from examples/function-calling/together.py rename to examples/services/function-calling/together.py diff --git a/examples/services/aicoustics.py b/examples/services/speech/aicoustics.py similarity index 100% rename from examples/services/aicoustics.py rename to examples/services/speech/aicoustics.py diff --git a/examples/services/assemblyai-turn-detection.py b/examples/services/speech/assemblyai-turn-detection.py similarity index 100% rename from examples/services/assemblyai-turn-detection.py rename to examples/services/speech/assemblyai-turn-detection.py diff --git a/examples/services/assemblyai.py b/examples/services/speech/assemblyai.py similarity index 100% rename from examples/services/assemblyai.py rename to examples/services/speech/assemblyai.py diff --git a/examples/services/asyncai-http.py b/examples/services/speech/asyncai-http.py similarity index 100% rename from examples/services/asyncai-http.py rename to examples/services/speech/asyncai-http.py diff --git a/examples/services/asyncai.py b/examples/services/speech/asyncai.py similarity index 100% rename from examples/services/asyncai.py rename to examples/services/speech/asyncai.py diff --git a/examples/services/aws-strands.py b/examples/services/speech/aws-strands.py similarity index 100% rename from examples/services/aws-strands.py rename to examples/services/speech/aws-strands.py diff --git a/examples/services/aws.py b/examples/services/speech/aws.py similarity index 100% rename from examples/services/aws.py rename to examples/services/speech/aws.py diff --git a/examples/services/azure-http.py b/examples/services/speech/azure-http.py similarity index 100% rename from examples/services/azure-http.py rename to examples/services/speech/azure-http.py diff --git a/examples/services/azure.py b/examples/services/speech/azure.py similarity index 100% rename from examples/services/azure.py rename to examples/services/speech/azure.py diff --git a/examples/services/camb.py b/examples/services/speech/camb.py similarity index 100% rename from examples/services/camb.py rename to examples/services/speech/camb.py diff --git a/examples/services/cartesia-http.py b/examples/services/speech/cartesia-http.py similarity index 100% rename from examples/services/cartesia-http.py rename to examples/services/speech/cartesia-http.py diff --git a/examples/services/cartesia.py b/examples/services/speech/cartesia.py similarity index 100% rename from examples/services/cartesia.py rename to examples/services/speech/cartesia.py diff --git a/examples/services/deepgram-flux-sagemaker.py b/examples/services/speech/deepgram-flux-sagemaker.py similarity index 100% rename from examples/services/deepgram-flux-sagemaker.py rename to examples/services/speech/deepgram-flux-sagemaker.py diff --git a/examples/services/deepgram-flux.py b/examples/services/speech/deepgram-flux.py similarity index 100% rename from examples/services/deepgram-flux.py rename to examples/services/speech/deepgram-flux.py diff --git a/examples/services/deepgram-http.py b/examples/services/speech/deepgram-http.py similarity index 100% rename from examples/services/deepgram-http.py rename to examples/services/speech/deepgram-http.py diff --git a/examples/services/deepgram-sagemaker.py b/examples/services/speech/deepgram-sagemaker.py similarity index 100% rename from examples/services/deepgram-sagemaker.py rename to examples/services/speech/deepgram-sagemaker.py diff --git a/examples/services/deepgram-vad.py b/examples/services/speech/deepgram-vad.py similarity index 100% rename from examples/services/deepgram-vad.py rename to examples/services/speech/deepgram-vad.py diff --git a/examples/services/deepgram.py b/examples/services/speech/deepgram.py similarity index 100% rename from examples/services/deepgram.py rename to examples/services/speech/deepgram.py diff --git a/examples/services/elevenlabs-http.py b/examples/services/speech/elevenlabs-http.py similarity index 100% rename from examples/services/elevenlabs-http.py rename to examples/services/speech/elevenlabs-http.py diff --git a/examples/services/elevenlabs.py b/examples/services/speech/elevenlabs.py similarity index 100% rename from examples/services/elevenlabs.py rename to examples/services/speech/elevenlabs.py diff --git a/examples/services/fal.py b/examples/services/speech/fal.py similarity index 100% rename from examples/services/fal.py rename to examples/services/speech/fal.py diff --git a/examples/services/fish.py b/examples/services/speech/fish.py similarity index 100% rename from examples/services/fish.py rename to examples/services/speech/fish.py diff --git a/examples/services/gladia-vad.py b/examples/services/speech/gladia-vad.py similarity index 100% rename from examples/services/gladia-vad.py rename to examples/services/speech/gladia-vad.py diff --git a/examples/services/gladia.py b/examples/services/speech/gladia.py similarity index 100% rename from examples/services/gladia.py rename to examples/services/speech/gladia.py diff --git a/examples/services/google-audio-in.py b/examples/services/speech/google-audio-in.py similarity index 100% rename from examples/services/google-audio-in.py rename to examples/services/speech/google-audio-in.py diff --git a/examples/services/google-gemini-tts.py b/examples/services/speech/google-gemini-tts.py similarity index 100% rename from examples/services/google-gemini-tts.py rename to examples/services/speech/google-gemini-tts.py diff --git a/examples/services/google-http.py b/examples/services/speech/google-http.py similarity index 100% rename from examples/services/google-http.py rename to examples/services/speech/google-http.py diff --git a/examples/services/google-image.py b/examples/services/speech/google-image.py similarity index 100% rename from examples/services/google-image.py rename to examples/services/speech/google-image.py diff --git a/examples/services/google.py b/examples/services/speech/google.py similarity index 100% rename from examples/services/google.py rename to examples/services/speech/google.py diff --git a/examples/services/gradium.py b/examples/services/speech/gradium.py similarity index 100% rename from examples/services/gradium.py rename to examples/services/speech/gradium.py diff --git a/examples/services/groq.py b/examples/services/speech/groq.py similarity index 100% rename from examples/services/groq.py rename to examples/services/speech/groq.py diff --git a/examples/services/hume.py b/examples/services/speech/hume.py similarity index 100% rename from examples/services/hume.py rename to examples/services/speech/hume.py diff --git a/examples/services/inworld-http.py b/examples/services/speech/inworld-http.py similarity index 100% rename from examples/services/inworld-http.py rename to examples/services/speech/inworld-http.py diff --git a/examples/services/inworld.py b/examples/services/speech/inworld.py similarity index 100% rename from examples/services/inworld.py rename to examples/services/speech/inworld.py diff --git a/examples/services/kokoro.py b/examples/services/speech/kokoro.py similarity index 100% rename from examples/services/kokoro.py rename to examples/services/speech/kokoro.py diff --git a/examples/services/krisp-viva.py b/examples/services/speech/krisp-viva.py similarity index 100% rename from examples/services/krisp-viva.py rename to examples/services/speech/krisp-viva.py diff --git a/examples/services/langchain.py b/examples/services/speech/langchain.py similarity index 100% rename from examples/services/langchain.py rename to examples/services/speech/langchain.py diff --git a/examples/services/lmnt.py b/examples/services/speech/lmnt.py similarity index 100% rename from examples/services/lmnt.py rename to examples/services/speech/lmnt.py diff --git a/examples/services/minimax.py b/examples/services/speech/minimax.py similarity index 100% rename from examples/services/minimax.py rename to examples/services/speech/minimax.py diff --git a/examples/services/neuphonic-http.py b/examples/services/speech/neuphonic-http.py similarity index 100% rename from examples/services/neuphonic-http.py rename to examples/services/speech/neuphonic-http.py diff --git a/examples/services/neuphonic.py b/examples/services/speech/neuphonic.py similarity index 100% rename from examples/services/neuphonic.py rename to examples/services/speech/neuphonic.py diff --git a/examples/services/nvidia.py b/examples/services/speech/nvidia.py similarity index 100% rename from examples/services/nvidia.py rename to examples/services/speech/nvidia.py diff --git a/examples/services/openai-http.py b/examples/services/speech/openai-http.py similarity index 100% rename from examples/services/openai-http.py rename to examples/services/speech/openai-http.py diff --git a/examples/services/openai-responses-http.py b/examples/services/speech/openai-responses-http.py similarity index 100% rename from examples/services/openai-responses-http.py rename to examples/services/speech/openai-responses-http.py diff --git a/examples/services/openai-responses.py b/examples/services/speech/openai-responses.py similarity index 100% rename from examples/services/openai-responses.py rename to examples/services/speech/openai-responses.py diff --git a/examples/services/openai.py b/examples/services/speech/openai.py similarity index 100% rename from examples/services/openai.py rename to examples/services/speech/openai.py diff --git a/examples/services/piper.py b/examples/services/speech/piper.py similarity index 100% rename from examples/services/piper.py rename to examples/services/speech/piper.py diff --git a/examples/services/resemble.py b/examples/services/speech/resemble.py similarity index 100% rename from examples/services/resemble.py rename to examples/services/speech/resemble.py diff --git a/examples/services/rime-http.py b/examples/services/speech/rime-http.py similarity index 100% rename from examples/services/rime-http.py rename to examples/services/speech/rime-http.py diff --git a/examples/services/rime.py b/examples/services/speech/rime.py similarity index 100% rename from examples/services/rime.py rename to examples/services/speech/rime.py diff --git a/examples/services/sarvam-http.py b/examples/services/speech/sarvam-http.py similarity index 100% rename from examples/services/sarvam-http.py rename to examples/services/speech/sarvam-http.py diff --git a/examples/services/sarvam.py b/examples/services/speech/sarvam.py similarity index 100% rename from examples/services/sarvam.py rename to examples/services/speech/sarvam.py diff --git a/examples/services/smallest.py b/examples/services/speech/smallest.py similarity index 100% rename from examples/services/smallest.py rename to examples/services/speech/smallest.py diff --git a/examples/services/soniox.py b/examples/services/speech/soniox.py similarity index 100% rename from examples/services/soniox.py rename to examples/services/speech/soniox.py diff --git a/examples/services/speechmatics-vad.py b/examples/services/speech/speechmatics-vad.py similarity index 100% rename from examples/services/speechmatics-vad.py rename to examples/services/speech/speechmatics-vad.py diff --git a/examples/services/speechmatics.py b/examples/services/speech/speechmatics.py similarity index 100% rename from examples/services/speechmatics.py rename to examples/services/speech/speechmatics.py diff --git a/examples/services/xai.py b/examples/services/speech/xai.py similarity index 100% rename from examples/services/xai.py rename to examples/services/speech/xai.py diff --git a/examples/services/xtts.py b/examples/services/speech/xtts.py similarity index 100% rename from examples/services/xtts.py rename to examples/services/speech/xtts.py diff --git a/scripts/evals/run-release-evals.py b/scripts/evals/run-release-evals.py index 38cde2b11..3c540ff87 100644 --- a/scripts/evals/run-release-evals.py +++ b/scripts/evals/run-release-evals.py @@ -97,60 +97,60 @@ EVAL_COMPLETE_TURN = EvalConfig( TESTS_SPEECH = [ - ("services/cartesia.py", EVAL_SIMPLE_MATH), - ("services/cartesia-http.py", EVAL_SIMPLE_MATH), - ("services/speechmatics.py", EVAL_SIMPLE_MATH), - ("services/speechmatics-vad.py", EVAL_SIMPLE_MATH), - ("services/langchain.py", EVAL_SIMPLE_MATH), - ("services/deepgram.py", EVAL_SIMPLE_MATH), - ("services/deepgram-flux.py", EVAL_SIMPLE_MATH), - ("services/deepgram-http.py", EVAL_SIMPLE_MATH), - ("services/elevenlabs.py", EVAL_SIMPLE_MATH), - ("services/elevenlabs-http.py", EVAL_SIMPLE_MATH), - ("services/xai.py", EVAL_SIMPLE_MATH), - ("services/azure.py", EVAL_SIMPLE_MATH), - ("services/azure-http.py", EVAL_SIMPLE_MATH), - ("services/openai.py", EVAL_SIMPLE_MATH), - ("services/openai-http.py", EVAL_SIMPLE_MATH), - ("services/gladia.py", EVAL_SIMPLE_MATH), - ("services/gladia-vad.py", EVAL_SIMPLE_MATH), - ("services/lmnt.py", EVAL_SIMPLE_MATH), - ("services/groq.py", EVAL_SIMPLE_MATH), - ("services/aws.py", EVAL_SIMPLE_MATH), - ("services/aws-strands.py", EVAL_WEATHER), - ("services/google-gemini-tts.py", EVAL_SIMPLE_MATH), - ("services/google.py", EVAL_SIMPLE_MATH), - ("services/google-http.py", EVAL_SIMPLE_MATH), - ("services/assemblyai.py", EVAL_SIMPLE_MATH), - ("services/krisp-viva.py", EVAL_SIMPLE_MATH), - ("services/rime.py", EVAL_SIMPLE_MATH), - ("services/rime-http.py", EVAL_SIMPLE_MATH), - ("services/nvidia.py", EVAL_SIMPLE_MATH), - ("services/google-audio-in.py", EVAL_SIMPLE_MATH), - ("services/fish.py", EVAL_SIMPLE_MATH), - ("services/neuphonic.py", EVAL_SIMPLE_MATH), - ("services/neuphonic-http.py", EVAL_SIMPLE_MATH), - ("services/fal.py", EVAL_SIMPLE_MATH), - ("services/minimax.py", EVAL_SIMPLE_MATH), - ("services/sarvam.py", EVAL_SIMPLE_MATH), - ("services/sarvam-http.py", EVAL_SIMPLE_MATH), - ("services/soniox.py", EVAL_SIMPLE_MATH), - ("services/inworld.py", EVAL_SIMPLE_MATH), - ("services/inworld-http.py", EVAL_SIMPLE_MATH), - ("services/asyncai.py", EVAL_SIMPLE_MATH), - ("services/asyncai-http.py", EVAL_SIMPLE_MATH), - ("services/aicoustics.py", EVAL_SIMPLE_MATH), - ("services/hume.py", EVAL_SIMPLE_MATH), - ("services/gradium.py", EVAL_SIMPLE_MATH), - ("services/camb.py", EVAL_SIMPLE_MATH), - ("services/piper.py", EVAL_SIMPLE_MATH), - ("services/kokoro.py", EVAL_SIMPLE_MATH), - ("services/resemble.py", EVAL_SIMPLE_MATH), - ("services/smallest.py", EVAL_SIMPLE_MATH), - ("services/openai-responses.py", EVAL_SIMPLE_MATH), - ("services/openai-responses-http.py", EVAL_SIMPLE_MATH), + ("services/speech/cartesia.py", EVAL_SIMPLE_MATH), + ("services/speech/cartesia-http.py", EVAL_SIMPLE_MATH), + ("services/speech/speechmatics.py", EVAL_SIMPLE_MATH), + ("services/speech/speechmatics-vad.py", EVAL_SIMPLE_MATH), + ("services/speech/langchain.py", EVAL_SIMPLE_MATH), + ("services/speech/deepgram.py", EVAL_SIMPLE_MATH), + ("services/speech/deepgram-flux.py", EVAL_SIMPLE_MATH), + ("services/speech/deepgram-http.py", EVAL_SIMPLE_MATH), + ("services/speech/elevenlabs.py", EVAL_SIMPLE_MATH), + ("services/speech/elevenlabs-http.py", EVAL_SIMPLE_MATH), + ("services/speech/xai.py", EVAL_SIMPLE_MATH), + ("services/speech/azure.py", EVAL_SIMPLE_MATH), + ("services/speech/azure-http.py", EVAL_SIMPLE_MATH), + ("services/speech/openai.py", EVAL_SIMPLE_MATH), + ("services/speech/openai-http.py", EVAL_SIMPLE_MATH), + ("services/speech/gladia.py", EVAL_SIMPLE_MATH), + ("services/speech/gladia-vad.py", EVAL_SIMPLE_MATH), + ("services/speech/lmnt.py", EVAL_SIMPLE_MATH), + ("services/speech/groq.py", EVAL_SIMPLE_MATH), + ("services/speech/aws.py", EVAL_SIMPLE_MATH), + ("services/speech/aws-strands.py", EVAL_WEATHER), + ("services/speech/google-gemini-tts.py", EVAL_SIMPLE_MATH), + ("services/speech/google.py", EVAL_SIMPLE_MATH), + ("services/speech/google-http.py", EVAL_SIMPLE_MATH), + ("services/speech/assemblyai.py", EVAL_SIMPLE_MATH), + ("services/speech/krisp-viva.py", EVAL_SIMPLE_MATH), + ("services/speech/rime.py", EVAL_SIMPLE_MATH), + ("services/speech/rime-http.py", EVAL_SIMPLE_MATH), + ("services/speech/nvidia.py", EVAL_SIMPLE_MATH), + ("services/speech/google-audio-in.py", EVAL_SIMPLE_MATH), + ("services/speech/fish.py", EVAL_SIMPLE_MATH), + ("services/speech/neuphonic.py", EVAL_SIMPLE_MATH), + ("services/speech/neuphonic-http.py", EVAL_SIMPLE_MATH), + ("services/speech/fal.py", EVAL_SIMPLE_MATH), + ("services/speech/minimax.py", EVAL_SIMPLE_MATH), + ("services/speech/sarvam.py", EVAL_SIMPLE_MATH), + ("services/speech/sarvam-http.py", EVAL_SIMPLE_MATH), + ("services/speech/soniox.py", EVAL_SIMPLE_MATH), + ("services/speech/inworld.py", EVAL_SIMPLE_MATH), + ("services/speech/inworld-http.py", EVAL_SIMPLE_MATH), + ("services/speech/asyncai.py", EVAL_SIMPLE_MATH), + ("services/speech/asyncai-http.py", EVAL_SIMPLE_MATH), + ("services/speech/aicoustics.py", EVAL_SIMPLE_MATH), + ("services/speech/hume.py", EVAL_SIMPLE_MATH), + ("services/speech/gradium.py", EVAL_SIMPLE_MATH), + ("services/speech/camb.py", EVAL_SIMPLE_MATH), + ("services/speech/piper.py", EVAL_SIMPLE_MATH), + ("services/speech/kokoro.py", EVAL_SIMPLE_MATH), + ("services/speech/resemble.py", EVAL_SIMPLE_MATH), + ("services/speech/smallest.py", EVAL_SIMPLE_MATH), + ("services/speech/openai-responses.py", EVAL_SIMPLE_MATH), + ("services/speech/openai-responses-http.py", EVAL_SIMPLE_MATH), # Needs a local XTTS docker instance running. - # ("services/xtts.py", EVAL_SIMPLE_MATH), + # ("services/speech/xtts.py", EVAL_SIMPLE_MATH), ] TESTS_VISION = [ @@ -169,44 +169,44 @@ TESTS_VISION = [ TESTS_FUNCTION_CALLING = [ ("getting-started/07-function-calling.py", EVAL_WEATHER), ("getting-started/07-function-calling.py", EVAL_WEATHER_AND_RESTAURANT), - ("function-calling/openai-responses.py", EVAL_WEATHER), - ("function-calling/openai-responses.py", EVAL_WEATHER_AND_RESTAURANT), - ("function-calling/openai-responses-http.py", EVAL_WEATHER), - ("function-calling/openai-responses-http.py", EVAL_WEATHER_AND_RESTAURANT), - ("function-calling/anthropic.py", EVAL_WEATHER), - ("function-calling/anthropic.py", EVAL_WEATHER_AND_RESTAURANT), - ("function-calling/openai.py", EVAL_WEATHER), - ("function-calling/google.py", EVAL_WEATHER), - ("function-calling/google.py", EVAL_WEATHER_AND_RESTAURANT), - ("function-calling/groq.py", EVAL_WEATHER), - ("function-calling/grok.py", EVAL_WEATHER), - ("function-calling/azure.py", EVAL_WEATHER), - ("function-calling/fireworks.py", EVAL_WEATHER), - ("function-calling/nvidia.py", EVAL_WEATHER), - ("function-calling/cerebras.py", EVAL_WEATHER), - ("function-calling/openrouter.py", EVAL_WEATHER), - ("function-calling/perplexity.py", EVAL_WEATHER), - ("function-calling/google-vertex.py", EVAL_WEATHER), - ("function-calling/qwen.py", EVAL_WEATHER), - ("function-calling/aws.py", EVAL_WEATHER), - ("function-calling/sambanova.py", EVAL_WEATHER), - ("function-calling/aws.py", EVAL_WEATHER_AND_RESTAURANT), - ("function-calling/nebius.py", EVAL_WEATHER), - ("function-calling/mistral.py", EVAL_WEATHER), - ("function-calling/sarvam.py", EVAL_WEATHER), - ("function-calling/novita.py", EVAL_WEATHER), + ("services/function-calling/openai-responses.py", EVAL_WEATHER), + ("services/function-calling/openai-responses.py", EVAL_WEATHER_AND_RESTAURANT), + ("services/function-calling/openai-responses-http.py", EVAL_WEATHER), + ("services/function-calling/openai-responses-http.py", EVAL_WEATHER_AND_RESTAURANT), + ("services/function-calling/anthropic.py", EVAL_WEATHER), + ("services/function-calling/anthropic.py", EVAL_WEATHER_AND_RESTAURANT), + ("services/function-calling/openai.py", EVAL_WEATHER), + ("services/function-calling/google.py", EVAL_WEATHER), + ("services/function-calling/google.py", EVAL_WEATHER_AND_RESTAURANT), + ("services/function-calling/groq.py", EVAL_WEATHER), + ("services/function-calling/grok.py", EVAL_WEATHER), + ("services/function-calling/azure.py", EVAL_WEATHER), + ("services/function-calling/fireworks.py", EVAL_WEATHER), + ("services/function-calling/nvidia.py", EVAL_WEATHER), + ("services/function-calling/cerebras.py", EVAL_WEATHER), + ("services/function-calling/openrouter.py", EVAL_WEATHER), + ("services/function-calling/perplexity.py", EVAL_WEATHER), + ("services/function-calling/google-vertex.py", EVAL_WEATHER), + ("services/function-calling/qwen.py", EVAL_WEATHER), + ("services/function-calling/aws.py", EVAL_WEATHER), + ("services/function-calling/sambanova.py", EVAL_WEATHER), + ("services/function-calling/aws.py", EVAL_WEATHER_AND_RESTAURANT), + ("services/function-calling/nebius.py", EVAL_WEATHER), + ("services/function-calling/mistral.py", EVAL_WEATHER), + ("services/function-calling/sarvam.py", EVAL_WEATHER), + ("services/function-calling/novita.py", EVAL_WEATHER), # Video - ("function-calling/anthropic-video.py", EVAL_VISION_CAMERA), - ("function-calling/aws-video.py", EVAL_VISION_CAMERA), - ("function-calling/google-video.py", EVAL_VISION_CAMERA), - ("function-calling/moondream-video.py", EVAL_VISION_CAMERA), - ("function-calling/openai-video.py", EVAL_VISION_CAMERA), - ("function-calling/openai-responses-video.py", EVAL_VISION_CAMERA), - ("function-calling/openai-responses-video-http.py", EVAL_VISION_CAMERA), + ("services/function-calling/anthropic-video.py", EVAL_VISION_CAMERA), + ("services/function-calling/aws-video.py", EVAL_VISION_CAMERA), + ("services/function-calling/google-video.py", EVAL_VISION_CAMERA), + ("services/function-calling/moondream-video.py", EVAL_VISION_CAMERA), + ("services/function-calling/openai-video.py", EVAL_VISION_CAMERA), + ("services/function-calling/openai-responses-video.py", EVAL_VISION_CAMERA), + ("services/function-calling/openai-responses-video-http.py", EVAL_VISION_CAMERA), # Currently not working. - # ("function-calling/together.py", EVAL_WEATHER), - # ("function-calling/deepseek.py", EVAL_WEATHER), - # ("function-calling/gemini-openai-format.py", EVAL_WEATHER), + # ("services/function-calling/together.py", EVAL_WEATHER), + # ("services/function-calling/deepseek.py", EVAL_WEATHER), + # ("services/function-calling/gemini-openai-format.py", EVAL_WEATHER), ] TESTS_FEATURES = [ From 47b41a0ff7284dbeef9fc5b4f24aa23c0aad187f Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Tue, 31 Mar 2026 15:12:06 -0400 Subject: [PATCH 12/19] Rename services/ to voice/ and function-calling/, flatten to top level Replace the nested services/speech/ and services/function-calling/ with top-level voice/ and function-calling/ directories. Update eval script paths and README to match. --- examples/README.md | 9 +- .../function-calling/anthropic-video.py | 0 .../function-calling/anthropic.py | 0 .../function-calling/aws-video.py | 0 .../{services => }/function-calling/aws.py | 0 .../{services => }/function-calling/azure.py | 0 .../function-calling/cerebras.py | 0 .../function-calling/deepseek.py | 0 .../{services => }/function-calling/direct.py | 0 .../function-calling/fireworks.py | 0 .../function-calling/gemini-openai-format.py | 0 .../function-calling/google-video.py | 0 .../{services => }/function-calling/google.py | 0 .../{services => }/function-calling/grok.py | 0 .../{services => }/function-calling/groq.py | 0 .../function-calling/mistral.py | 0 .../function-calling/moondream-video.py | 0 .../{services => }/function-calling/nebius.py | 0 .../{services => }/function-calling/novita.py | 0 .../{services => }/function-calling/nvidia.py | 0 .../{services => }/function-calling/ollama.py | 0 .../function-calling/openai-responses-http.py | 0 .../openai-responses-video-http.py | 0 .../openai-responses-video.py | 0 .../function-calling/openai-responses.py | 0 .../function-calling/openai-video.py | 0 .../{services => }/function-calling/openai.py | 0 .../function-calling/openrouter.py | 0 .../function-calling/perplexity.py | 0 .../{services => }/function-calling/qwen.py | 0 .../function-calling/sambanova.py | 0 .../{services => }/function-calling/sarvam.py | 0 .../function-calling/together.py | 0 .../function-calling/google-vertex-ai.py | 165 ---------------- .../{services/speech => voice}/aicoustics.py | 0 .../assemblyai-turn-detection.py | 0 .../{services/speech => voice}/assemblyai.py | 0 .../speech => voice}/asyncai-http.py | 0 .../{services/speech => voice}/asyncai.py | 0 .../{services/speech => voice}/aws-strands.py | 0 examples/{services/speech => voice}/aws.py | 0 .../{services/speech => voice}/azure-http.py | 0 examples/{services/speech => voice}/azure.py | 0 examples/{services/speech => voice}/camb.py | 0 .../speech => voice}/cartesia-http.py | 0 .../{services/speech => voice}/cartesia.py | 0 .../deepgram-flux-sagemaker.py | 0 .../speech => voice}/deepgram-flux.py | 0 .../speech => voice}/deepgram-http.py | 0 .../speech => voice}/deepgram-sagemaker.py | 0 .../speech => voice}/deepgram-vad.py | 0 .../{services/speech => voice}/deepgram.py | 0 .../speech => voice}/elevenlabs-http.py | 0 .../{services/speech => voice}/elevenlabs.py | 0 examples/{services/speech => voice}/fal.py | 0 examples/{services/speech => voice}/fish.py | 0 .../{services/speech => voice}/gladia-vad.py | 0 examples/{services/speech => voice}/gladia.py | 0 .../speech => voice}/google-audio-in.py | 0 .../speech => voice}/google-gemini-tts.py | 0 .../{services/speech => voice}/google-http.py | 0 .../speech => voice}/google-image.py | 0 examples/{services/speech => voice}/google.py | 0 .../{services/speech => voice}/gradium.py | 0 examples/{services/speech => voice}/groq.py | 0 examples/{services/speech => voice}/hume.py | 0 .../speech => voice}/inworld-http.py | 0 .../{services/speech => voice}/inworld.py | 0 examples/{services/speech => voice}/kokoro.py | 0 .../{services/speech => voice}/krisp-viva.py | 0 .../{services/speech => voice}/langchain.py | 0 examples/{services/speech => voice}/lmnt.py | 0 .../{services/speech => voice}/minimax.py | 0 .../speech => voice}/neuphonic-http.py | 0 .../{services/speech => voice}/neuphonic.py | 0 examples/{services/speech => voice}/nvidia.py | 0 .../{services/speech => voice}/openai-http.py | 0 .../speech => voice}/openai-responses-http.py | 0 .../speech => voice}/openai-responses.py | 0 examples/{services/speech => voice}/openai.py | 0 examples/{services/speech => voice}/piper.py | 0 .../{services/speech => voice}/resemble.py | 0 .../{services/speech => voice}/rime-http.py | 0 examples/{services/speech => voice}/rime.py | 0 .../{services/speech => voice}/sarvam-http.py | 0 examples/{services/speech => voice}/sarvam.py | 0 .../{services/speech => voice}/smallest.py | 0 examples/{services/speech => voice}/soniox.py | 0 .../speech => voice}/speechmatics-vad.py | 0 .../speech => voice}/speechmatics.py | 0 examples/{services/speech => voice}/xai.py | 0 examples/{services/speech => voice}/xtts.py | 0 scripts/evals/run-release-evals.py | 182 +++++++++--------- 93 files changed, 96 insertions(+), 260 deletions(-) rename examples/{services => }/function-calling/anthropic-video.py (100%) rename examples/{services => }/function-calling/anthropic.py (100%) rename examples/{services => }/function-calling/aws-video.py (100%) rename examples/{services => }/function-calling/aws.py (100%) rename examples/{services => }/function-calling/azure.py (100%) rename examples/{services => }/function-calling/cerebras.py (100%) rename examples/{services => }/function-calling/deepseek.py (100%) rename examples/{services => }/function-calling/direct.py (100%) rename examples/{services => }/function-calling/fireworks.py (100%) rename examples/{services => }/function-calling/gemini-openai-format.py (100%) rename examples/{services => }/function-calling/google-video.py (100%) rename examples/{services => }/function-calling/google.py (100%) rename examples/{services => }/function-calling/grok.py (100%) rename examples/{services => }/function-calling/groq.py (100%) rename examples/{services => }/function-calling/mistral.py (100%) rename examples/{services => }/function-calling/moondream-video.py (100%) rename examples/{services => }/function-calling/nebius.py (100%) rename examples/{services => }/function-calling/novita.py (100%) rename examples/{services => }/function-calling/nvidia.py (100%) rename examples/{services => }/function-calling/ollama.py (100%) rename examples/{services => }/function-calling/openai-responses-http.py (100%) rename examples/{services => }/function-calling/openai-responses-video-http.py (100%) rename examples/{services => }/function-calling/openai-responses-video.py (100%) rename examples/{services => }/function-calling/openai-responses.py (100%) rename examples/{services => }/function-calling/openai-video.py (100%) rename examples/{services => }/function-calling/openai.py (100%) rename examples/{services => }/function-calling/openrouter.py (100%) rename examples/{services => }/function-calling/perplexity.py (100%) rename examples/{services => }/function-calling/qwen.py (100%) rename examples/{services => }/function-calling/sambanova.py (100%) rename examples/{services => }/function-calling/sarvam.py (100%) rename examples/{services => }/function-calling/together.py (100%) delete mode 100644 examples/services/function-calling/google-vertex-ai.py rename examples/{services/speech => voice}/aicoustics.py (100%) rename examples/{services/speech => voice}/assemblyai-turn-detection.py (100%) rename examples/{services/speech => voice}/assemblyai.py (100%) rename examples/{services/speech => voice}/asyncai-http.py (100%) rename examples/{services/speech => voice}/asyncai.py (100%) rename examples/{services/speech => voice}/aws-strands.py (100%) rename examples/{services/speech => voice}/aws.py (100%) rename examples/{services/speech => voice}/azure-http.py (100%) rename examples/{services/speech => voice}/azure.py (100%) rename examples/{services/speech => voice}/camb.py (100%) rename examples/{services/speech => voice}/cartesia-http.py (100%) rename examples/{services/speech => voice}/cartesia.py (100%) rename examples/{services/speech => voice}/deepgram-flux-sagemaker.py (100%) rename examples/{services/speech => voice}/deepgram-flux.py (100%) rename examples/{services/speech => voice}/deepgram-http.py (100%) rename examples/{services/speech => voice}/deepgram-sagemaker.py (100%) rename examples/{services/speech => voice}/deepgram-vad.py (100%) rename examples/{services/speech => voice}/deepgram.py (100%) rename examples/{services/speech => voice}/elevenlabs-http.py (100%) rename examples/{services/speech => voice}/elevenlabs.py (100%) rename examples/{services/speech => voice}/fal.py (100%) rename examples/{services/speech => voice}/fish.py (100%) rename examples/{services/speech => voice}/gladia-vad.py (100%) rename examples/{services/speech => voice}/gladia.py (100%) rename examples/{services/speech => voice}/google-audio-in.py (100%) rename examples/{services/speech => voice}/google-gemini-tts.py (100%) rename examples/{services/speech => voice}/google-http.py (100%) rename examples/{services/speech => voice}/google-image.py (100%) rename examples/{services/speech => voice}/google.py (100%) rename examples/{services/speech => voice}/gradium.py (100%) rename examples/{services/speech => voice}/groq.py (100%) rename examples/{services/speech => voice}/hume.py (100%) rename examples/{services/speech => voice}/inworld-http.py (100%) rename examples/{services/speech => voice}/inworld.py (100%) rename examples/{services/speech => voice}/kokoro.py (100%) rename examples/{services/speech => voice}/krisp-viva.py (100%) rename examples/{services/speech => voice}/langchain.py (100%) rename examples/{services/speech => voice}/lmnt.py (100%) rename examples/{services/speech => voice}/minimax.py (100%) rename examples/{services/speech => voice}/neuphonic-http.py (100%) rename examples/{services/speech => voice}/neuphonic.py (100%) rename examples/{services/speech => voice}/nvidia.py (100%) rename examples/{services/speech => voice}/openai-http.py (100%) rename examples/{services/speech => voice}/openai-responses-http.py (100%) rename examples/{services/speech => voice}/openai-responses.py (100%) rename examples/{services/speech => voice}/openai.py (100%) rename examples/{services/speech => voice}/piper.py (100%) rename examples/{services/speech => voice}/resemble.py (100%) rename examples/{services/speech => voice}/rime-http.py (100%) rename examples/{services/speech => voice}/rime.py (100%) rename examples/{services/speech => voice}/sarvam-http.py (100%) rename examples/{services/speech => voice}/sarvam.py (100%) rename examples/{services/speech => voice}/smallest.py (100%) rename examples/{services/speech => voice}/soniox.py (100%) rename examples/{services/speech => voice}/speechmatics-vad.py (100%) rename examples/{services/speech => voice}/speechmatics.py (100%) rename examples/{services/speech => voice}/xai.py (100%) rename examples/{services/speech => voice}/xtts.py (100%) diff --git a/examples/README.md b/examples/README.md index 08dc58de5..5ec86002e 100644 --- a/examples/README.md +++ b/examples/README.md @@ -61,12 +61,13 @@ uv run getting-started/06-voice-agent.py -t twilio -x NGROK_HOST_NAME Progressive introduction to Pipecat, from minimal TTS to a full voice agent with function calling. -### [`services/`](./services/) +### [`voice/`](./voice/) -Service provider integration examples, organized into subfolders: +Full STT + LLM + TTS voice agent pipelines showcasing different speech service providers (Deepgram, ElevenLabs, Cartesia, etc.) -- **[`speech/`](./services/speech/)** — Full STT + LLM + TTS pipelines showcasing different speech service providers (Deepgram, ElevenLabs, Cartesia, etc.) -- **[`function-calling/`](./services/function-calling/)** — Function calling with different LLM providers (OpenAI, Anthropic, Google, etc.) +### [`function-calling/`](./function-calling/) + +Function calling with different LLM providers (OpenAI, Anthropic, Google, etc.) ### [`transcription/`](./transcription/) diff --git a/examples/services/function-calling/anthropic-video.py b/examples/function-calling/anthropic-video.py similarity index 100% rename from examples/services/function-calling/anthropic-video.py rename to examples/function-calling/anthropic-video.py diff --git a/examples/services/function-calling/anthropic.py b/examples/function-calling/anthropic.py similarity index 100% rename from examples/services/function-calling/anthropic.py rename to examples/function-calling/anthropic.py diff --git a/examples/services/function-calling/aws-video.py b/examples/function-calling/aws-video.py similarity index 100% rename from examples/services/function-calling/aws-video.py rename to examples/function-calling/aws-video.py diff --git a/examples/services/function-calling/aws.py b/examples/function-calling/aws.py similarity index 100% rename from examples/services/function-calling/aws.py rename to examples/function-calling/aws.py diff --git a/examples/services/function-calling/azure.py b/examples/function-calling/azure.py similarity index 100% rename from examples/services/function-calling/azure.py rename to examples/function-calling/azure.py diff --git a/examples/services/function-calling/cerebras.py b/examples/function-calling/cerebras.py similarity index 100% rename from examples/services/function-calling/cerebras.py rename to examples/function-calling/cerebras.py diff --git a/examples/services/function-calling/deepseek.py b/examples/function-calling/deepseek.py similarity index 100% rename from examples/services/function-calling/deepseek.py rename to examples/function-calling/deepseek.py diff --git a/examples/services/function-calling/direct.py b/examples/function-calling/direct.py similarity index 100% rename from examples/services/function-calling/direct.py rename to examples/function-calling/direct.py diff --git a/examples/services/function-calling/fireworks.py b/examples/function-calling/fireworks.py similarity index 100% rename from examples/services/function-calling/fireworks.py rename to examples/function-calling/fireworks.py diff --git a/examples/services/function-calling/gemini-openai-format.py b/examples/function-calling/gemini-openai-format.py similarity index 100% rename from examples/services/function-calling/gemini-openai-format.py rename to examples/function-calling/gemini-openai-format.py diff --git a/examples/services/function-calling/google-video.py b/examples/function-calling/google-video.py similarity index 100% rename from examples/services/function-calling/google-video.py rename to examples/function-calling/google-video.py diff --git a/examples/services/function-calling/google.py b/examples/function-calling/google.py similarity index 100% rename from examples/services/function-calling/google.py rename to examples/function-calling/google.py diff --git a/examples/services/function-calling/grok.py b/examples/function-calling/grok.py similarity index 100% rename from examples/services/function-calling/grok.py rename to examples/function-calling/grok.py diff --git a/examples/services/function-calling/groq.py b/examples/function-calling/groq.py similarity index 100% rename from examples/services/function-calling/groq.py rename to examples/function-calling/groq.py diff --git a/examples/services/function-calling/mistral.py b/examples/function-calling/mistral.py similarity index 100% rename from examples/services/function-calling/mistral.py rename to examples/function-calling/mistral.py diff --git a/examples/services/function-calling/moondream-video.py b/examples/function-calling/moondream-video.py similarity index 100% rename from examples/services/function-calling/moondream-video.py rename to examples/function-calling/moondream-video.py diff --git a/examples/services/function-calling/nebius.py b/examples/function-calling/nebius.py similarity index 100% rename from examples/services/function-calling/nebius.py rename to examples/function-calling/nebius.py diff --git a/examples/services/function-calling/novita.py b/examples/function-calling/novita.py similarity index 100% rename from examples/services/function-calling/novita.py rename to examples/function-calling/novita.py diff --git a/examples/services/function-calling/nvidia.py b/examples/function-calling/nvidia.py similarity index 100% rename from examples/services/function-calling/nvidia.py rename to examples/function-calling/nvidia.py diff --git a/examples/services/function-calling/ollama.py b/examples/function-calling/ollama.py similarity index 100% rename from examples/services/function-calling/ollama.py rename to examples/function-calling/ollama.py diff --git a/examples/services/function-calling/openai-responses-http.py b/examples/function-calling/openai-responses-http.py similarity index 100% rename from examples/services/function-calling/openai-responses-http.py rename to examples/function-calling/openai-responses-http.py diff --git a/examples/services/function-calling/openai-responses-video-http.py b/examples/function-calling/openai-responses-video-http.py similarity index 100% rename from examples/services/function-calling/openai-responses-video-http.py rename to examples/function-calling/openai-responses-video-http.py diff --git a/examples/services/function-calling/openai-responses-video.py b/examples/function-calling/openai-responses-video.py similarity index 100% rename from examples/services/function-calling/openai-responses-video.py rename to examples/function-calling/openai-responses-video.py diff --git a/examples/services/function-calling/openai-responses.py b/examples/function-calling/openai-responses.py similarity index 100% rename from examples/services/function-calling/openai-responses.py rename to examples/function-calling/openai-responses.py diff --git a/examples/services/function-calling/openai-video.py b/examples/function-calling/openai-video.py similarity index 100% rename from examples/services/function-calling/openai-video.py rename to examples/function-calling/openai-video.py diff --git a/examples/services/function-calling/openai.py b/examples/function-calling/openai.py similarity index 100% rename from examples/services/function-calling/openai.py rename to examples/function-calling/openai.py diff --git a/examples/services/function-calling/openrouter.py b/examples/function-calling/openrouter.py similarity index 100% rename from examples/services/function-calling/openrouter.py rename to examples/function-calling/openrouter.py diff --git a/examples/services/function-calling/perplexity.py b/examples/function-calling/perplexity.py similarity index 100% rename from examples/services/function-calling/perplexity.py rename to examples/function-calling/perplexity.py diff --git a/examples/services/function-calling/qwen.py b/examples/function-calling/qwen.py similarity index 100% rename from examples/services/function-calling/qwen.py rename to examples/function-calling/qwen.py diff --git a/examples/services/function-calling/sambanova.py b/examples/function-calling/sambanova.py similarity index 100% rename from examples/services/function-calling/sambanova.py rename to examples/function-calling/sambanova.py diff --git a/examples/services/function-calling/sarvam.py b/examples/function-calling/sarvam.py similarity index 100% rename from examples/services/function-calling/sarvam.py rename to examples/function-calling/sarvam.py diff --git a/examples/services/function-calling/together.py b/examples/function-calling/together.py similarity index 100% rename from examples/services/function-calling/together.py rename to examples/function-calling/together.py diff --git a/examples/services/function-calling/google-vertex-ai.py b/examples/services/function-calling/google-vertex-ai.py deleted file mode 100644 index 3bee2f1bb..000000000 --- a/examples/services/function-calling/google-vertex-ai.py +++ /dev/null @@ -1,165 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - - -import os - -from dotenv import load_dotenv -from loguru import logger - -from pipecat.adapters.schemas.function_schema import FunctionSchema -from pipecat.adapters.schemas.tools_schema import ToolsSchema -from pipecat.audio.vad.silero import SileroVADAnalyzer -from pipecat.frames.frames import LLMRunFrame, TTSSpeakFrame -from pipecat.pipeline.pipeline import Pipeline -from pipecat.pipeline.runner import PipelineRunner -from pipecat.pipeline.task import PipelineParams, PipelineTask -from pipecat.processors.aggregators.llm_context import LLMContext -from pipecat.processors.aggregators.llm_response_universal import ( - LLMContextAggregatorPair, - LLMUserAggregatorParams, -) -from pipecat.runner.types import RunnerArguments -from pipecat.runner.utils import create_transport -from pipecat.services.deepgram.stt import DeepgramSTTService -from pipecat.services.elevenlabs.tts import ElevenLabsTTSService -from pipecat.services.google.vertex.llm import GoogleVertexLLMService -from pipecat.services.llm_service import FunctionCallParams -from pipecat.transports.base_transport import BaseTransport, TransportParams -from pipecat.transports.daily.transport import DailyParams -from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams - -load_dotenv(override=True) - - -async def fetch_weather_from_api(params: FunctionCallParams): - await params.result_callback({"conditions": "nice", "temperature": "75"}) - - -# We use lambdas to defer transport parameter creation until the transport -# type is selected at runtime. -transport_params = { - "daily": lambda: DailyParams( - audio_in_enabled=True, - audio_out_enabled=True, - ), - "twilio": lambda: FastAPIWebsocketParams( - audio_in_enabled=True, - audio_out_enabled=True, - ), - "webrtc": lambda: TransportParams( - audio_in_enabled=True, - audio_out_enabled=True, - ), -} - - -async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): - logger.info(f"Starting bot") - - stt = DeepgramSTTService(api_key=os.getenv("DEEPGRAM_API_KEY")) - - tts = ElevenLabsTTSService( - api_key=os.getenv("ELEVENLABS_API_KEY", ""), - settings=ElevenLabsTTSService.Settings( - voice=os.getenv("ELEVENLABS_VOICE_ID", ""), - ), - ) - - llm = GoogleVertexLLMService( - credentials=os.getenv("GOOGLE_VERTEX_TEST_CREDENTIALS"), - project_id=os.getenv("GOOGLE_CLOUD_PROJECT_ID"), - location=os.getenv("GOOGLE_CLOUD_LOCATION"), - settings=GoogleVertexLLMService.Settings( - system_instruction="You are a helpful assistant in a voice conversation. Your responses will be spoken aloud, so avoid emojis, bullet points, or other formatting that can't be spoken. Respond to what the user said in a creative, helpful, and brief way.", - ), - ) - # You can aslo register a function_name of None to get all functions - # sent to the same callback with an additional function_name parameter. - llm.register_function("get_current_weather", fetch_weather_from_api) - - @llm.event_handler("on_function_calls_started") - async def on_function_calls_started(service, function_calls): - await tts.queue_frame(TTSSpeakFrame("Let me check on that.")) - - weather_function = FunctionSchema( - name="get_current_weather", - description="Get the current weather", - properties={ - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - "format": { - "type": "string", - "enum": ["celsius", "fahrenheit"], - "description": "The temperature unit to use. Infer this from the user's location.", - }, - }, - required=["location", "format"], - ) - tools = ToolsSchema(standard_tools=[weather_function]) - - messages = [ - { - "role": "developer", - "content": "Start a conversation with 'Hey there' to get the current weather.", - }, - ] - - context = LLMContext(messages, tools) - user_aggregator, assistant_aggregator = LLMContextAggregatorPair( - context, - user_params=LLMUserAggregatorParams(vad_analyzer=SileroVADAnalyzer()), - ) - - pipeline = Pipeline( - [ - transport.input(), - stt, - user_aggregator, - llm, - tts, - transport.output(), - assistant_aggregator, - ] - ) - - task = PipelineTask( - pipeline, - params=PipelineParams( - enable_metrics=True, - enable_usage_metrics=True, - ), - idle_timeout_secs=runner_args.pipeline_idle_timeout_secs, - ) - - @transport.event_handler("on_client_connected") - async def on_client_connected(transport, client): - logger.info(f"Client connected") - # Kick off the conversation. - await task.queue_frames([LLMRunFrame()]) - - @transport.event_handler("on_client_disconnected") - async def on_client_disconnected(transport, client): - logger.info(f"Client disconnected") - await task.cancel() - - runner = PipelineRunner(handle_sigint=runner_args.handle_sigint) - - await runner.run(task) - - -async def bot(runner_args: RunnerArguments): - """Main bot entry point compatible with Pipecat Cloud.""" - transport = await create_transport(runner_args, transport_params) - await run_bot(transport, runner_args) - - -if __name__ == "__main__": - from pipecat.runner.run import main - - main() diff --git a/examples/services/speech/aicoustics.py b/examples/voice/aicoustics.py similarity index 100% rename from examples/services/speech/aicoustics.py rename to examples/voice/aicoustics.py diff --git a/examples/services/speech/assemblyai-turn-detection.py b/examples/voice/assemblyai-turn-detection.py similarity index 100% rename from examples/services/speech/assemblyai-turn-detection.py rename to examples/voice/assemblyai-turn-detection.py diff --git a/examples/services/speech/assemblyai.py b/examples/voice/assemblyai.py similarity index 100% rename from examples/services/speech/assemblyai.py rename to examples/voice/assemblyai.py diff --git a/examples/services/speech/asyncai-http.py b/examples/voice/asyncai-http.py similarity index 100% rename from examples/services/speech/asyncai-http.py rename to examples/voice/asyncai-http.py diff --git a/examples/services/speech/asyncai.py b/examples/voice/asyncai.py similarity index 100% rename from examples/services/speech/asyncai.py rename to examples/voice/asyncai.py diff --git a/examples/services/speech/aws-strands.py b/examples/voice/aws-strands.py similarity index 100% rename from examples/services/speech/aws-strands.py rename to examples/voice/aws-strands.py diff --git a/examples/services/speech/aws.py b/examples/voice/aws.py similarity index 100% rename from examples/services/speech/aws.py rename to examples/voice/aws.py diff --git a/examples/services/speech/azure-http.py b/examples/voice/azure-http.py similarity index 100% rename from examples/services/speech/azure-http.py rename to examples/voice/azure-http.py diff --git a/examples/services/speech/azure.py b/examples/voice/azure.py similarity index 100% rename from examples/services/speech/azure.py rename to examples/voice/azure.py diff --git a/examples/services/speech/camb.py b/examples/voice/camb.py similarity index 100% rename from examples/services/speech/camb.py rename to examples/voice/camb.py diff --git a/examples/services/speech/cartesia-http.py b/examples/voice/cartesia-http.py similarity index 100% rename from examples/services/speech/cartesia-http.py rename to examples/voice/cartesia-http.py diff --git a/examples/services/speech/cartesia.py b/examples/voice/cartesia.py similarity index 100% rename from examples/services/speech/cartesia.py rename to examples/voice/cartesia.py diff --git a/examples/services/speech/deepgram-flux-sagemaker.py b/examples/voice/deepgram-flux-sagemaker.py similarity index 100% rename from examples/services/speech/deepgram-flux-sagemaker.py rename to examples/voice/deepgram-flux-sagemaker.py diff --git a/examples/services/speech/deepgram-flux.py b/examples/voice/deepgram-flux.py similarity index 100% rename from examples/services/speech/deepgram-flux.py rename to examples/voice/deepgram-flux.py diff --git a/examples/services/speech/deepgram-http.py b/examples/voice/deepgram-http.py similarity index 100% rename from examples/services/speech/deepgram-http.py rename to examples/voice/deepgram-http.py diff --git a/examples/services/speech/deepgram-sagemaker.py b/examples/voice/deepgram-sagemaker.py similarity index 100% rename from examples/services/speech/deepgram-sagemaker.py rename to examples/voice/deepgram-sagemaker.py diff --git a/examples/services/speech/deepgram-vad.py b/examples/voice/deepgram-vad.py similarity index 100% rename from examples/services/speech/deepgram-vad.py rename to examples/voice/deepgram-vad.py diff --git a/examples/services/speech/deepgram.py b/examples/voice/deepgram.py similarity index 100% rename from examples/services/speech/deepgram.py rename to examples/voice/deepgram.py diff --git a/examples/services/speech/elevenlabs-http.py b/examples/voice/elevenlabs-http.py similarity index 100% rename from examples/services/speech/elevenlabs-http.py rename to examples/voice/elevenlabs-http.py diff --git a/examples/services/speech/elevenlabs.py b/examples/voice/elevenlabs.py similarity index 100% rename from examples/services/speech/elevenlabs.py rename to examples/voice/elevenlabs.py diff --git a/examples/services/speech/fal.py b/examples/voice/fal.py similarity index 100% rename from examples/services/speech/fal.py rename to examples/voice/fal.py diff --git a/examples/services/speech/fish.py b/examples/voice/fish.py similarity index 100% rename from examples/services/speech/fish.py rename to examples/voice/fish.py diff --git a/examples/services/speech/gladia-vad.py b/examples/voice/gladia-vad.py similarity index 100% rename from examples/services/speech/gladia-vad.py rename to examples/voice/gladia-vad.py diff --git a/examples/services/speech/gladia.py b/examples/voice/gladia.py similarity index 100% rename from examples/services/speech/gladia.py rename to examples/voice/gladia.py diff --git a/examples/services/speech/google-audio-in.py b/examples/voice/google-audio-in.py similarity index 100% rename from examples/services/speech/google-audio-in.py rename to examples/voice/google-audio-in.py diff --git a/examples/services/speech/google-gemini-tts.py b/examples/voice/google-gemini-tts.py similarity index 100% rename from examples/services/speech/google-gemini-tts.py rename to examples/voice/google-gemini-tts.py diff --git a/examples/services/speech/google-http.py b/examples/voice/google-http.py similarity index 100% rename from examples/services/speech/google-http.py rename to examples/voice/google-http.py diff --git a/examples/services/speech/google-image.py b/examples/voice/google-image.py similarity index 100% rename from examples/services/speech/google-image.py rename to examples/voice/google-image.py diff --git a/examples/services/speech/google.py b/examples/voice/google.py similarity index 100% rename from examples/services/speech/google.py rename to examples/voice/google.py diff --git a/examples/services/speech/gradium.py b/examples/voice/gradium.py similarity index 100% rename from examples/services/speech/gradium.py rename to examples/voice/gradium.py diff --git a/examples/services/speech/groq.py b/examples/voice/groq.py similarity index 100% rename from examples/services/speech/groq.py rename to examples/voice/groq.py diff --git a/examples/services/speech/hume.py b/examples/voice/hume.py similarity index 100% rename from examples/services/speech/hume.py rename to examples/voice/hume.py diff --git a/examples/services/speech/inworld-http.py b/examples/voice/inworld-http.py similarity index 100% rename from examples/services/speech/inworld-http.py rename to examples/voice/inworld-http.py diff --git a/examples/services/speech/inworld.py b/examples/voice/inworld.py similarity index 100% rename from examples/services/speech/inworld.py rename to examples/voice/inworld.py diff --git a/examples/services/speech/kokoro.py b/examples/voice/kokoro.py similarity index 100% rename from examples/services/speech/kokoro.py rename to examples/voice/kokoro.py diff --git a/examples/services/speech/krisp-viva.py b/examples/voice/krisp-viva.py similarity index 100% rename from examples/services/speech/krisp-viva.py rename to examples/voice/krisp-viva.py diff --git a/examples/services/speech/langchain.py b/examples/voice/langchain.py similarity index 100% rename from examples/services/speech/langchain.py rename to examples/voice/langchain.py diff --git a/examples/services/speech/lmnt.py b/examples/voice/lmnt.py similarity index 100% rename from examples/services/speech/lmnt.py rename to examples/voice/lmnt.py diff --git a/examples/services/speech/minimax.py b/examples/voice/minimax.py similarity index 100% rename from examples/services/speech/minimax.py rename to examples/voice/minimax.py diff --git a/examples/services/speech/neuphonic-http.py b/examples/voice/neuphonic-http.py similarity index 100% rename from examples/services/speech/neuphonic-http.py rename to examples/voice/neuphonic-http.py diff --git a/examples/services/speech/neuphonic.py b/examples/voice/neuphonic.py similarity index 100% rename from examples/services/speech/neuphonic.py rename to examples/voice/neuphonic.py diff --git a/examples/services/speech/nvidia.py b/examples/voice/nvidia.py similarity index 100% rename from examples/services/speech/nvidia.py rename to examples/voice/nvidia.py diff --git a/examples/services/speech/openai-http.py b/examples/voice/openai-http.py similarity index 100% rename from examples/services/speech/openai-http.py rename to examples/voice/openai-http.py diff --git a/examples/services/speech/openai-responses-http.py b/examples/voice/openai-responses-http.py similarity index 100% rename from examples/services/speech/openai-responses-http.py rename to examples/voice/openai-responses-http.py diff --git a/examples/services/speech/openai-responses.py b/examples/voice/openai-responses.py similarity index 100% rename from examples/services/speech/openai-responses.py rename to examples/voice/openai-responses.py diff --git a/examples/services/speech/openai.py b/examples/voice/openai.py similarity index 100% rename from examples/services/speech/openai.py rename to examples/voice/openai.py diff --git a/examples/services/speech/piper.py b/examples/voice/piper.py similarity index 100% rename from examples/services/speech/piper.py rename to examples/voice/piper.py diff --git a/examples/services/speech/resemble.py b/examples/voice/resemble.py similarity index 100% rename from examples/services/speech/resemble.py rename to examples/voice/resemble.py diff --git a/examples/services/speech/rime-http.py b/examples/voice/rime-http.py similarity index 100% rename from examples/services/speech/rime-http.py rename to examples/voice/rime-http.py diff --git a/examples/services/speech/rime.py b/examples/voice/rime.py similarity index 100% rename from examples/services/speech/rime.py rename to examples/voice/rime.py diff --git a/examples/services/speech/sarvam-http.py b/examples/voice/sarvam-http.py similarity index 100% rename from examples/services/speech/sarvam-http.py rename to examples/voice/sarvam-http.py diff --git a/examples/services/speech/sarvam.py b/examples/voice/sarvam.py similarity index 100% rename from examples/services/speech/sarvam.py rename to examples/voice/sarvam.py diff --git a/examples/services/speech/smallest.py b/examples/voice/smallest.py similarity index 100% rename from examples/services/speech/smallest.py rename to examples/voice/smallest.py diff --git a/examples/services/speech/soniox.py b/examples/voice/soniox.py similarity index 100% rename from examples/services/speech/soniox.py rename to examples/voice/soniox.py diff --git a/examples/services/speech/speechmatics-vad.py b/examples/voice/speechmatics-vad.py similarity index 100% rename from examples/services/speech/speechmatics-vad.py rename to examples/voice/speechmatics-vad.py diff --git a/examples/services/speech/speechmatics.py b/examples/voice/speechmatics.py similarity index 100% rename from examples/services/speech/speechmatics.py rename to examples/voice/speechmatics.py diff --git a/examples/services/speech/xai.py b/examples/voice/xai.py similarity index 100% rename from examples/services/speech/xai.py rename to examples/voice/xai.py diff --git a/examples/services/speech/xtts.py b/examples/voice/xtts.py similarity index 100% rename from examples/services/speech/xtts.py rename to examples/voice/xtts.py diff --git a/scripts/evals/run-release-evals.py b/scripts/evals/run-release-evals.py index 3c540ff87..be3bd1295 100644 --- a/scripts/evals/run-release-evals.py +++ b/scripts/evals/run-release-evals.py @@ -96,61 +96,61 @@ EVAL_COMPLETE_TURN = EvalConfig( ) -TESTS_SPEECH = [ - ("services/speech/cartesia.py", EVAL_SIMPLE_MATH), - ("services/speech/cartesia-http.py", EVAL_SIMPLE_MATH), - ("services/speech/speechmatics.py", EVAL_SIMPLE_MATH), - ("services/speech/speechmatics-vad.py", EVAL_SIMPLE_MATH), - ("services/speech/langchain.py", EVAL_SIMPLE_MATH), - ("services/speech/deepgram.py", EVAL_SIMPLE_MATH), - ("services/speech/deepgram-flux.py", EVAL_SIMPLE_MATH), - ("services/speech/deepgram-http.py", EVAL_SIMPLE_MATH), - ("services/speech/elevenlabs.py", EVAL_SIMPLE_MATH), - ("services/speech/elevenlabs-http.py", EVAL_SIMPLE_MATH), - ("services/speech/xai.py", EVAL_SIMPLE_MATH), - ("services/speech/azure.py", EVAL_SIMPLE_MATH), - ("services/speech/azure-http.py", EVAL_SIMPLE_MATH), - ("services/speech/openai.py", EVAL_SIMPLE_MATH), - ("services/speech/openai-http.py", EVAL_SIMPLE_MATH), - ("services/speech/gladia.py", EVAL_SIMPLE_MATH), - ("services/speech/gladia-vad.py", EVAL_SIMPLE_MATH), - ("services/speech/lmnt.py", EVAL_SIMPLE_MATH), - ("services/speech/groq.py", EVAL_SIMPLE_MATH), - ("services/speech/aws.py", EVAL_SIMPLE_MATH), - ("services/speech/aws-strands.py", EVAL_WEATHER), - ("services/speech/google-gemini-tts.py", EVAL_SIMPLE_MATH), - ("services/speech/google.py", EVAL_SIMPLE_MATH), - ("services/speech/google-http.py", EVAL_SIMPLE_MATH), - ("services/speech/assemblyai.py", EVAL_SIMPLE_MATH), - ("services/speech/krisp-viva.py", EVAL_SIMPLE_MATH), - ("services/speech/rime.py", EVAL_SIMPLE_MATH), - ("services/speech/rime-http.py", EVAL_SIMPLE_MATH), - ("services/speech/nvidia.py", EVAL_SIMPLE_MATH), - ("services/speech/google-audio-in.py", EVAL_SIMPLE_MATH), - ("services/speech/fish.py", EVAL_SIMPLE_MATH), - ("services/speech/neuphonic.py", EVAL_SIMPLE_MATH), - ("services/speech/neuphonic-http.py", EVAL_SIMPLE_MATH), - ("services/speech/fal.py", EVAL_SIMPLE_MATH), - ("services/speech/minimax.py", EVAL_SIMPLE_MATH), - ("services/speech/sarvam.py", EVAL_SIMPLE_MATH), - ("services/speech/sarvam-http.py", EVAL_SIMPLE_MATH), - ("services/speech/soniox.py", EVAL_SIMPLE_MATH), - ("services/speech/inworld.py", EVAL_SIMPLE_MATH), - ("services/speech/inworld-http.py", EVAL_SIMPLE_MATH), - ("services/speech/asyncai.py", EVAL_SIMPLE_MATH), - ("services/speech/asyncai-http.py", EVAL_SIMPLE_MATH), - ("services/speech/aicoustics.py", EVAL_SIMPLE_MATH), - ("services/speech/hume.py", EVAL_SIMPLE_MATH), - ("services/speech/gradium.py", EVAL_SIMPLE_MATH), - ("services/speech/camb.py", EVAL_SIMPLE_MATH), - ("services/speech/piper.py", EVAL_SIMPLE_MATH), - ("services/speech/kokoro.py", EVAL_SIMPLE_MATH), - ("services/speech/resemble.py", EVAL_SIMPLE_MATH), - ("services/speech/smallest.py", EVAL_SIMPLE_MATH), - ("services/speech/openai-responses.py", EVAL_SIMPLE_MATH), - ("services/speech/openai-responses-http.py", EVAL_SIMPLE_MATH), +TESTS_VOICE = [ + ("voice/cartesia.py", EVAL_SIMPLE_MATH), + ("voice/cartesia-http.py", EVAL_SIMPLE_MATH), + ("voice/speechmatics.py", EVAL_SIMPLE_MATH), + ("voice/speechmatics-vad.py", EVAL_SIMPLE_MATH), + ("voice/langchain.py", EVAL_SIMPLE_MATH), + ("voice/deepgram.py", EVAL_SIMPLE_MATH), + ("voice/deepgram-flux.py", EVAL_SIMPLE_MATH), + ("voice/deepgram-http.py", EVAL_SIMPLE_MATH), + ("voice/elevenlabs.py", EVAL_SIMPLE_MATH), + ("voice/elevenlabs-http.py", EVAL_SIMPLE_MATH), + ("voice/xai.py", EVAL_SIMPLE_MATH), + ("voice/azure.py", EVAL_SIMPLE_MATH), + ("voice/azure-http.py", EVAL_SIMPLE_MATH), + ("voice/openai.py", EVAL_SIMPLE_MATH), + ("voice/openai-http.py", EVAL_SIMPLE_MATH), + ("voice/gladia.py", EVAL_SIMPLE_MATH), + ("voice/gladia-vad.py", EVAL_SIMPLE_MATH), + ("voice/lmnt.py", EVAL_SIMPLE_MATH), + ("voice/groq.py", EVAL_SIMPLE_MATH), + ("voice/aws.py", EVAL_SIMPLE_MATH), + ("voice/aws-strands.py", EVAL_WEATHER), + ("voice/google-gemini-tts.py", EVAL_SIMPLE_MATH), + ("voice/google.py", EVAL_SIMPLE_MATH), + ("voice/google-http.py", EVAL_SIMPLE_MATH), + ("voice/assemblyai.py", EVAL_SIMPLE_MATH), + ("voice/krisp-viva.py", EVAL_SIMPLE_MATH), + ("voice/rime.py", EVAL_SIMPLE_MATH), + ("voice/rime-http.py", EVAL_SIMPLE_MATH), + ("voice/nvidia.py", EVAL_SIMPLE_MATH), + ("voice/google-audio-in.py", EVAL_SIMPLE_MATH), + ("voice/fish.py", EVAL_SIMPLE_MATH), + ("voice/neuphonic.py", EVAL_SIMPLE_MATH), + ("voice/neuphonic-http.py", EVAL_SIMPLE_MATH), + ("voice/fal.py", EVAL_SIMPLE_MATH), + ("voice/minimax.py", EVAL_SIMPLE_MATH), + ("voice/sarvam.py", EVAL_SIMPLE_MATH), + ("voice/sarvam-http.py", EVAL_SIMPLE_MATH), + ("voice/soniox.py", EVAL_SIMPLE_MATH), + ("voice/inworld.py", EVAL_SIMPLE_MATH), + ("voice/inworld-http.py", EVAL_SIMPLE_MATH), + ("voice/asyncai.py", EVAL_SIMPLE_MATH), + ("voice/asyncai-http.py", EVAL_SIMPLE_MATH), + ("voice/aicoustics.py", EVAL_SIMPLE_MATH), + ("voice/hume.py", EVAL_SIMPLE_MATH), + ("voice/gradium.py", EVAL_SIMPLE_MATH), + ("voice/camb.py", EVAL_SIMPLE_MATH), + ("voice/piper.py", EVAL_SIMPLE_MATH), + ("voice/kokoro.py", EVAL_SIMPLE_MATH), + ("voice/resemble.py", EVAL_SIMPLE_MATH), + ("voice/smallest.py", EVAL_SIMPLE_MATH), + ("voice/openai-responses.py", EVAL_SIMPLE_MATH), + ("voice/openai-responses-http.py", EVAL_SIMPLE_MATH), # Needs a local XTTS docker instance running. - # ("services/speech/xtts.py", EVAL_SIMPLE_MATH), + # ("voice/xtts.py", EVAL_SIMPLE_MATH), ] TESTS_VISION = [ @@ -169,44 +169,44 @@ TESTS_VISION = [ TESTS_FUNCTION_CALLING = [ ("getting-started/07-function-calling.py", EVAL_WEATHER), ("getting-started/07-function-calling.py", EVAL_WEATHER_AND_RESTAURANT), - ("services/function-calling/openai-responses.py", EVAL_WEATHER), - ("services/function-calling/openai-responses.py", EVAL_WEATHER_AND_RESTAURANT), - ("services/function-calling/openai-responses-http.py", EVAL_WEATHER), - ("services/function-calling/openai-responses-http.py", EVAL_WEATHER_AND_RESTAURANT), - ("services/function-calling/anthropic.py", EVAL_WEATHER), - ("services/function-calling/anthropic.py", EVAL_WEATHER_AND_RESTAURANT), - ("services/function-calling/openai.py", EVAL_WEATHER), - ("services/function-calling/google.py", EVAL_WEATHER), - ("services/function-calling/google.py", EVAL_WEATHER_AND_RESTAURANT), - ("services/function-calling/groq.py", EVAL_WEATHER), - ("services/function-calling/grok.py", EVAL_WEATHER), - ("services/function-calling/azure.py", EVAL_WEATHER), - ("services/function-calling/fireworks.py", EVAL_WEATHER), - ("services/function-calling/nvidia.py", EVAL_WEATHER), - ("services/function-calling/cerebras.py", EVAL_WEATHER), - ("services/function-calling/openrouter.py", EVAL_WEATHER), - ("services/function-calling/perplexity.py", EVAL_WEATHER), - ("services/function-calling/google-vertex.py", EVAL_WEATHER), - ("services/function-calling/qwen.py", EVAL_WEATHER), - ("services/function-calling/aws.py", EVAL_WEATHER), - ("services/function-calling/sambanova.py", EVAL_WEATHER), - ("services/function-calling/aws.py", EVAL_WEATHER_AND_RESTAURANT), - ("services/function-calling/nebius.py", EVAL_WEATHER), - ("services/function-calling/mistral.py", EVAL_WEATHER), - ("services/function-calling/sarvam.py", EVAL_WEATHER), - ("services/function-calling/novita.py", EVAL_WEATHER), + ("function-calling/openai-responses.py", EVAL_WEATHER), + ("function-calling/openai-responses.py", EVAL_WEATHER_AND_RESTAURANT), + ("function-calling/openai-responses-http.py", EVAL_WEATHER), + ("function-calling/openai-responses-http.py", EVAL_WEATHER_AND_RESTAURANT), + ("function-calling/anthropic.py", EVAL_WEATHER), + ("function-calling/anthropic.py", EVAL_WEATHER_AND_RESTAURANT), + ("function-calling/openai.py", EVAL_WEATHER), + ("function-calling/google.py", EVAL_WEATHER), + ("function-calling/google.py", EVAL_WEATHER_AND_RESTAURANT), + ("function-calling/groq.py", EVAL_WEATHER), + ("function-calling/grok.py", EVAL_WEATHER), + ("function-calling/azure.py", EVAL_WEATHER), + ("function-calling/fireworks.py", EVAL_WEATHER), + ("function-calling/nvidia.py", EVAL_WEATHER), + ("function-calling/cerebras.py", EVAL_WEATHER), + ("function-calling/openrouter.py", EVAL_WEATHER), + ("function-calling/perplexity.py", EVAL_WEATHER), + ("function-calling/google-vertex.py", EVAL_WEATHER), + ("function-calling/qwen.py", EVAL_WEATHER), + ("function-calling/aws.py", EVAL_WEATHER), + ("function-calling/sambanova.py", EVAL_WEATHER), + ("function-calling/aws.py", EVAL_WEATHER_AND_RESTAURANT), + ("function-calling/nebius.py", EVAL_WEATHER), + ("function-calling/mistral.py", EVAL_WEATHER), + ("function-calling/sarvam.py", EVAL_WEATHER), + ("function-calling/novita.py", EVAL_WEATHER), # Video - ("services/function-calling/anthropic-video.py", EVAL_VISION_CAMERA), - ("services/function-calling/aws-video.py", EVAL_VISION_CAMERA), - ("services/function-calling/google-video.py", EVAL_VISION_CAMERA), - ("services/function-calling/moondream-video.py", EVAL_VISION_CAMERA), - ("services/function-calling/openai-video.py", EVAL_VISION_CAMERA), - ("services/function-calling/openai-responses-video.py", EVAL_VISION_CAMERA), - ("services/function-calling/openai-responses-video-http.py", EVAL_VISION_CAMERA), + ("function-calling/anthropic-video.py", EVAL_VISION_CAMERA), + ("function-calling/aws-video.py", EVAL_VISION_CAMERA), + ("function-calling/google-video.py", EVAL_VISION_CAMERA), + ("function-calling/moondream-video.py", EVAL_VISION_CAMERA), + ("function-calling/openai-video.py", EVAL_VISION_CAMERA), + ("function-calling/openai-responses-video.py", EVAL_VISION_CAMERA), + ("function-calling/openai-responses-video-http.py", EVAL_VISION_CAMERA), # Currently not working. - # ("services/function-calling/together.py", EVAL_WEATHER), - # ("services/function-calling/deepseek.py", EVAL_WEATHER), - # ("services/function-calling/gemini-openai-format.py", EVAL_WEATHER), + # ("function-calling/together.py", EVAL_WEATHER), + # ("function-calling/deepseek.py", EVAL_WEATHER), + # ("function-calling/gemini-openai-format.py", EVAL_WEATHER), ] TESTS_FEATURES = [ @@ -257,7 +257,7 @@ TESTS_THINKING_AND_MCP = [ ] TESTS = [ - *TESTS_SPEECH, + *TESTS_VOICE, *TESTS_VISION, *TESTS_FUNCTION_CALLING, *TESTS_FEATURES, From 27cb078716ad19f2ccd619dae61ab1968401b9d2 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Tue, 31 Mar 2026 15:25:52 -0400 Subject: [PATCH 13/19] Add missing google-vertex.py file --- examples/function-calling/google-vertex.py | 165 +++++++++++++++++++++ 1 file changed, 165 insertions(+) create mode 100644 examples/function-calling/google-vertex.py diff --git a/examples/function-calling/google-vertex.py b/examples/function-calling/google-vertex.py new file mode 100644 index 000000000..3bee2f1bb --- /dev/null +++ b/examples/function-calling/google-vertex.py @@ -0,0 +1,165 @@ +# +# Copyright (c) 2024-2026, Daily +# +# SPDX-License-Identifier: BSD 2-Clause License +# + + +import os + +from dotenv import load_dotenv +from loguru import logger + +from pipecat.adapters.schemas.function_schema import FunctionSchema +from pipecat.adapters.schemas.tools_schema import ToolsSchema +from pipecat.audio.vad.silero import SileroVADAnalyzer +from pipecat.frames.frames import LLMRunFrame, TTSSpeakFrame +from pipecat.pipeline.pipeline import Pipeline +from pipecat.pipeline.runner import PipelineRunner +from pipecat.pipeline.task import PipelineParams, PipelineTask +from pipecat.processors.aggregators.llm_context import LLMContext +from pipecat.processors.aggregators.llm_response_universal import ( + LLMContextAggregatorPair, + LLMUserAggregatorParams, +) +from pipecat.runner.types import RunnerArguments +from pipecat.runner.utils import create_transport +from pipecat.services.deepgram.stt import DeepgramSTTService +from pipecat.services.elevenlabs.tts import ElevenLabsTTSService +from pipecat.services.google.vertex.llm import GoogleVertexLLMService +from pipecat.services.llm_service import FunctionCallParams +from pipecat.transports.base_transport import BaseTransport, TransportParams +from pipecat.transports.daily.transport import DailyParams +from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams + +load_dotenv(override=True) + + +async def fetch_weather_from_api(params: FunctionCallParams): + await params.result_callback({"conditions": "nice", "temperature": "75"}) + + +# We use lambdas to defer transport parameter creation until the transport +# type is selected at runtime. +transport_params = { + "daily": lambda: DailyParams( + audio_in_enabled=True, + audio_out_enabled=True, + ), + "twilio": lambda: FastAPIWebsocketParams( + audio_in_enabled=True, + audio_out_enabled=True, + ), + "webrtc": lambda: TransportParams( + audio_in_enabled=True, + audio_out_enabled=True, + ), +} + + +async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): + logger.info(f"Starting bot") + + stt = DeepgramSTTService(api_key=os.getenv("DEEPGRAM_API_KEY")) + + tts = ElevenLabsTTSService( + api_key=os.getenv("ELEVENLABS_API_KEY", ""), + settings=ElevenLabsTTSService.Settings( + voice=os.getenv("ELEVENLABS_VOICE_ID", ""), + ), + ) + + llm = GoogleVertexLLMService( + credentials=os.getenv("GOOGLE_VERTEX_TEST_CREDENTIALS"), + project_id=os.getenv("GOOGLE_CLOUD_PROJECT_ID"), + location=os.getenv("GOOGLE_CLOUD_LOCATION"), + settings=GoogleVertexLLMService.Settings( + system_instruction="You are a helpful assistant in a voice conversation. Your responses will be spoken aloud, so avoid emojis, bullet points, or other formatting that can't be spoken. Respond to what the user said in a creative, helpful, and brief way.", + ), + ) + # You can aslo register a function_name of None to get all functions + # sent to the same callback with an additional function_name parameter. + llm.register_function("get_current_weather", fetch_weather_from_api) + + @llm.event_handler("on_function_calls_started") + async def on_function_calls_started(service, function_calls): + await tts.queue_frame(TTSSpeakFrame("Let me check on that.")) + + weather_function = FunctionSchema( + name="get_current_weather", + description="Get the current weather", + properties={ + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA", + }, + "format": { + "type": "string", + "enum": ["celsius", "fahrenheit"], + "description": "The temperature unit to use. Infer this from the user's location.", + }, + }, + required=["location", "format"], + ) + tools = ToolsSchema(standard_tools=[weather_function]) + + messages = [ + { + "role": "developer", + "content": "Start a conversation with 'Hey there' to get the current weather.", + }, + ] + + context = LLMContext(messages, tools) + user_aggregator, assistant_aggregator = LLMContextAggregatorPair( + context, + user_params=LLMUserAggregatorParams(vad_analyzer=SileroVADAnalyzer()), + ) + + pipeline = Pipeline( + [ + transport.input(), + stt, + user_aggregator, + llm, + tts, + transport.output(), + assistant_aggregator, + ] + ) + + task = PipelineTask( + pipeline, + params=PipelineParams( + enable_metrics=True, + enable_usage_metrics=True, + ), + idle_timeout_secs=runner_args.pipeline_idle_timeout_secs, + ) + + @transport.event_handler("on_client_connected") + async def on_client_connected(transport, client): + logger.info(f"Client connected") + # Kick off the conversation. + await task.queue_frames([LLMRunFrame()]) + + @transport.event_handler("on_client_disconnected") + async def on_client_disconnected(transport, client): + logger.info(f"Client disconnected") + await task.cancel() + + runner = PipelineRunner(handle_sigint=runner_args.handle_sigint) + + await runner.run(task) + + +async def bot(runner_args: RunnerArguments): + """Main bot entry point compatible with Pipecat Cloud.""" + transport = await create_transport(runner_args, transport_params) + await run_bot(transport, runner_args) + + +if __name__ == "__main__": + from pipecat.runner.run import main + + main() From 7501effad54e0bded902a9f60117d01296562b72 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Mon, 30 Mar 2026 20:48:02 -0400 Subject: [PATCH 14/19] Remove deprecated service module shims and old implementations Delete deprecated import shims that only re-export from new locations: - services/ai_services.py - services/gemini_multimodal_live/ - services/aws_nova_sonic/ - services/openai_realtime/ - services/deepgram/{stt,tts}_sagemaker.py - services/google/{llm_openai,llm_vertex,google}.py - services/google/gemini_live/llm_vertex.py - services/riva/ - services/nim/ Remove deprecated implementations replaced by newer services: - services/openai_realtime_beta/ (use openai.realtime) - services/google/openai/ (use google.llm) Also removes associated examples and tests for deleted services. --- .../function-calling/gemini-openai-format.py | 162 --- .../openai-realtime-beta.py | 267 ----- examples/realtime/azure-beta.py | 214 ---- examples/realtime/openai-beta-text.py | 215 ---- examples/realtime/openai-beta.py | 219 ---- src/pipecat/services/ai_services.py | 33 - .../services/aws_nova_sonic/__init__.py | 24 - src/pipecat/services/aws_nova_sonic/aws.py | 25 - .../services/aws_nova_sonic/context.py | 21 - src/pipecat/services/aws_nova_sonic/frames.py | 21 - .../services/deepgram/stt_sagemaker.py | 18 - .../services/deepgram/tts_sagemaker.py | 18 - .../gemini_multimodal_live/__init__.py | 7 - .../services/gemini_multimodal_live/events.py | 44 - .../gemini_multimodal_live/file_api.py | 39 - .../services/gemini_multimodal_live/gemini.py | 57 - src/pipecat/services/google/__init__.py | 3 +- .../services/google/gemini_live/llm_vertex.py | 18 - src/pipecat/services/google/google.py | 24 - src/pipecat/services/google/llm_openai.py | 18 - src/pipecat/services/google/llm_vertex.py | 18 - .../services/google/openai/__init__.py | 5 - src/pipecat/services/google/openai/llm.py | 217 ---- src/pipecat/services/grok/llm.py | 2 +- src/pipecat/services/grok/realtime/events.py | 2 +- src/pipecat/services/grok/realtime/llm.py | 2 +- src/pipecat/services/nim/__init__.py | 13 - src/pipecat/services/nim/llm.py | 30 - .../services/openai_realtime/__init__.py | 37 - src/pipecat/services/openai_realtime/azure.py | 21 - .../services/openai_realtime/context.py | 18 - .../services/openai_realtime/events.py | 21 - .../services/openai_realtime/frames.py | 21 - .../services/openai_realtime_beta/__init__.py | 19 - .../services/openai_realtime_beta/azure.py | 94 -- .../services/openai_realtime_beta/context.py | 272 ----- .../services/openai_realtime_beta/events.py | 978 ------------------ .../services/openai_realtime_beta/frames.py | 37 - .../services/openai_realtime_beta/openai.py | 858 --------------- src/pipecat/services/riva/__init__.py | 14 - src/pipecat/services/riva/stt.py | 35 - src/pipecat/services/riva/tts.py | 33 - .../utils/tracing/service_attributes.py | 1 - tests/test_google_llm_openai.py | 81 -- tests/test_settings.py | 2 +- 45 files changed, 5 insertions(+), 4273 deletions(-) delete mode 100644 examples/function-calling/gemini-openai-format.py delete mode 100644 examples/persistent-context/openai-realtime-beta.py delete mode 100644 examples/realtime/azure-beta.py delete mode 100644 examples/realtime/openai-beta-text.py delete mode 100644 examples/realtime/openai-beta.py delete mode 100644 src/pipecat/services/ai_services.py delete mode 100644 src/pipecat/services/aws_nova_sonic/__init__.py delete mode 100644 src/pipecat/services/aws_nova_sonic/aws.py delete mode 100644 src/pipecat/services/aws_nova_sonic/context.py delete mode 100644 src/pipecat/services/aws_nova_sonic/frames.py delete mode 100644 src/pipecat/services/deepgram/stt_sagemaker.py delete mode 100644 src/pipecat/services/deepgram/tts_sagemaker.py delete mode 100644 src/pipecat/services/gemini_multimodal_live/__init__.py delete mode 100644 src/pipecat/services/gemini_multimodal_live/events.py delete mode 100644 src/pipecat/services/gemini_multimodal_live/file_api.py delete mode 100644 src/pipecat/services/gemini_multimodal_live/gemini.py delete mode 100644 src/pipecat/services/google/gemini_live/llm_vertex.py delete mode 100644 src/pipecat/services/google/google.py delete mode 100644 src/pipecat/services/google/llm_openai.py delete mode 100644 src/pipecat/services/google/llm_vertex.py delete mode 100644 src/pipecat/services/google/openai/__init__.py delete mode 100644 src/pipecat/services/google/openai/llm.py delete mode 100644 src/pipecat/services/nim/__init__.py delete mode 100644 src/pipecat/services/nim/llm.py delete mode 100644 src/pipecat/services/openai_realtime/__init__.py delete mode 100644 src/pipecat/services/openai_realtime/azure.py delete mode 100644 src/pipecat/services/openai_realtime/context.py delete mode 100644 src/pipecat/services/openai_realtime/events.py delete mode 100644 src/pipecat/services/openai_realtime/frames.py delete mode 100644 src/pipecat/services/openai_realtime_beta/__init__.py delete mode 100644 src/pipecat/services/openai_realtime_beta/azure.py delete mode 100644 src/pipecat/services/openai_realtime_beta/context.py delete mode 100644 src/pipecat/services/openai_realtime_beta/events.py delete mode 100644 src/pipecat/services/openai_realtime_beta/frames.py delete mode 100644 src/pipecat/services/openai_realtime_beta/openai.py delete mode 100644 src/pipecat/services/riva/__init__.py delete mode 100644 src/pipecat/services/riva/stt.py delete mode 100644 src/pipecat/services/riva/tts.py delete mode 100644 tests/test_google_llm_openai.py diff --git a/examples/function-calling/gemini-openai-format.py b/examples/function-calling/gemini-openai-format.py deleted file mode 100644 index e3b06c0d6..000000000 --- a/examples/function-calling/gemini-openai-format.py +++ /dev/null @@ -1,162 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - - -import os - -from dotenv import load_dotenv -from loguru import logger - -from pipecat.adapters.schemas.function_schema import FunctionSchema -from pipecat.adapters.schemas.tools_schema import ToolsSchema -from pipecat.audio.vad.silero import SileroVADAnalyzer -from pipecat.frames.frames import LLMRunFrame, TTSSpeakFrame -from pipecat.pipeline.pipeline import Pipeline -from pipecat.pipeline.runner import PipelineRunner -from pipecat.pipeline.task import PipelineParams, PipelineTask -from pipecat.processors.aggregators.llm_response_universal import ( - LLMContextAggregatorPair, - LLMUserAggregatorParams, -) -from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext -from pipecat.runner.types import RunnerArguments -from pipecat.runner.utils import create_transport -from pipecat.services.deepgram.stt import DeepgramSTTService -from pipecat.services.elevenlabs.tts import ElevenLabsTTSService -from pipecat.services.google.openai.llm import GoogleLLMOpenAIBetaService -from pipecat.services.llm_service import FunctionCallParams -from pipecat.transports.base_transport import BaseTransport, TransportParams -from pipecat.transports.daily.transport import DailyParams -from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams - -load_dotenv(override=True) - - -async def fetch_weather_from_api(params: FunctionCallParams): - await params.result_callback({"conditions": "nice", "temperature": "75"}) - - -# We use lambdas to defer transport parameter creation until the transport -# type is selected at runtime. -transport_params = { - "daily": lambda: DailyParams( - audio_in_enabled=True, - audio_out_enabled=True, - ), - "twilio": lambda: FastAPIWebsocketParams( - audio_in_enabled=True, - audio_out_enabled=True, - ), - "webrtc": lambda: TransportParams( - audio_in_enabled=True, - audio_out_enabled=True, - ), -} - - -async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): - logger.info(f"Starting bot") - - stt = DeepgramSTTService(api_key=os.getenv("DEEPGRAM_API_KEY")) - - tts = ElevenLabsTTSService( - api_key=os.getenv("ELEVENLABS_API_KEY", ""), - settings=ElevenLabsTTSService.Settings( - voice=os.getenv("ELEVENLABS_VOICE_ID", ""), - ), - ) - - llm = GoogleLLMOpenAIBetaService( - api_key=os.getenv("GOOGLE_API_KEY"), - settings=GoogleLLMOpenAIBetaService.Settings( - system_instruction="You are a helpful assistant in a voice conversation. Your responses will be spoken aloud, so avoid emojis, bullet points, or other formatting that can't be spoken. Respond to what the user said in a creative, helpful, and brief way.", - ), - ) - # You can aslo register a function_name of None to get all functions - # sent to the same callback with an additional function_name parameter. - llm.register_function("get_current_weather", fetch_weather_from_api) - - @llm.event_handler("on_function_calls_started") - async def on_function_calls_started(service, function_calls): - await tts.queue_frame(TTSSpeakFrame("Let me check on that.")) - - weather_function = FunctionSchema( - name="get_current_weather", - description="Get the current weather", - properties={ - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - "format": { - "type": "string", - "enum": ["celsius", "fahrenheit"], - "description": "The temperature unit to use. Infer this from the user's location.", - }, - }, - required=["location", "format"], - ) - tools = ToolsSchema(standard_tools=[weather_function]) - messages = [ - { - "role": "developer", - "content": "Start a conversation with 'Hey there' to get the current weather.", - }, - ] - - context = OpenAILLMContext(messages, tools) - user_aggregator, assistant_aggregator = LLMContextAggregatorPair( - context, - user_params=LLMUserAggregatorParams(vad_analyzer=SileroVADAnalyzer()), - ) - - pipeline = Pipeline( - [ - transport.input(), - stt, - user_aggregator, - llm, - tts, - transport.output(), - assistant_aggregator, - ] - ) - - task = PipelineTask( - pipeline, - params=PipelineParams( - enable_metrics=True, - enable_usage_metrics=True, - ), - idle_timeout_secs=runner_args.pipeline_idle_timeout_secs, - ) - - @transport.event_handler("on_client_connected") - async def on_client_connected(transport, client): - logger.info(f"Client connected") - # Kick off the conversation. - await task.queue_frames([LLMRunFrame()]) - - @transport.event_handler("on_client_disconnected") - async def on_client_disconnected(transport, client): - logger.info(f"Client disconnected") - await task.cancel() - - runner = PipelineRunner(handle_sigint=runner_args.handle_sigint) - - await runner.run(task) - - -async def bot(runner_args: RunnerArguments): - """Main bot entry point compatible with Pipecat Cloud.""" - transport = await create_transport(runner_args, transport_params) - await run_bot(transport, runner_args) - - -if __name__ == "__main__": - from pipecat.runner.run import main - - main() diff --git a/examples/persistent-context/openai-realtime-beta.py b/examples/persistent-context/openai-realtime-beta.py deleted file mode 100644 index 4b05db618..000000000 --- a/examples/persistent-context/openai-realtime-beta.py +++ /dev/null @@ -1,267 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -import asyncio -import glob -import json -import os -from datetime import datetime - -from dotenv import load_dotenv -from loguru import logger - -from pipecat.audio.vad.silero import SileroVADAnalyzer -from pipecat.frames.frames import LLMRunFrame -from pipecat.pipeline.pipeline import Pipeline -from pipecat.pipeline.runner import PipelineRunner -from pipecat.pipeline.task import PipelineParams, PipelineTask -from pipecat.processors.aggregators.openai_llm_context import ( - OpenAILLMContext, -) -from pipecat.runner.types import RunnerArguments -from pipecat.runner.utils import create_transport -from pipecat.services.deepgram.stt import DeepgramSTTService -from pipecat.services.llm_service import FunctionCallParams -from pipecat.services.openai_realtime_beta import ( - InputAudioTranscription, - OpenAIRealtimeBetaLLMService, - SessionProperties, - TurnDetection, -) -from pipecat.transports.base_transport import BaseTransport, TransportParams -from pipecat.transports.daily.transport import DailyParams -from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams - -load_dotenv(override=True) - -BASE_FILENAME = "/tmp/pipecat_conversation_" - - -async def fetch_weather_from_api(params: FunctionCallParams): - temperature = 75 if params.arguments["format"] == "fahrenheit" else 24 - await params.result_callback( - { - "conditions": "nice", - "temperature": temperature, - "format": params.arguments["format"], - "timestamp": datetime.now().strftime("%Y%m%d_%H%M%S"), - } - ) - - -async def get_saved_conversation_filenames(params: FunctionCallParams): - # Construct the full pattern including the BASE_FILENAME - full_pattern = f"{BASE_FILENAME}*.json" - - # Use glob to find all matching files - matching_files = glob.glob(full_pattern) - logger.debug(f"matching files: {matching_files}") - - await params.result_callback({"filenames": matching_files}) - - -async def save_conversation(params: FunctionCallParams): - timestamp = datetime.now().strftime("%Y-%m-%d_%H:%M:%S") - filename = f"{BASE_FILENAME}{timestamp}.json" - logger.debug( - f"writing conversation to {filename}\n{json.dumps(params.context.messages, indent=4)}" - ) - try: - with open(filename, "w") as file: - messages = params.context.get_messages_for_persistent_storage() - # remove the last message, which is the instruction we just gave to save the conversation - messages.pop() - json.dump(messages, file, indent=2) - await params.result_callback({"success": True}) - except Exception as e: - await params.result_callback({"success": False, "error": str(e)}) - - -async def load_conversation(params: FunctionCallParams): - async def _reset(): - filename = params.arguments["filename"] - logger.debug(f"loading conversation from {filename}") - try: - with open(filename, "r") as file: - params.context.set_messages(json.load(file)) - await params.llm.reset_conversation() - await params.llm._create_response() - except Exception as e: - await params.result_callback({"success": False, "error": str(e)}) - - asyncio.create_task(_reset()) - - -tools = [ - { - "type": "function", - "name": "get_current_weather", - "description": "Get the current weather", - "parameters": { - "type": "object", - "properties": { - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - "format": { - "type": "string", - "enum": ["celsius", "fahrenheit"], - "description": "The temperature unit to use. Infer this from the users location.", - }, - }, - "required": ["location", "format"], - }, - }, - { - "type": "function", - "name": "save_conversation", - "description": "Save the current conversation. Use this function to persist the current conversation to external storage.", - "parameters": { - "type": "object", - "properties": {}, - "required": [], - }, - }, - { - "type": "function", - "name": "get_saved_conversation_filenames", - "description": "Get a list of saved conversation histories. Returns a list of filenames. Each filename includes a date and timestamp. Each file is conversation history that can be loaded into this session.", - "parameters": { - "type": "object", - "properties": {}, - "required": [], - }, - }, - { - "type": "function", - "name": "load_conversation", - "description": "Load a conversation history. Use this function to load a conversation history into the current session.", - "parameters": { - "type": "object", - "properties": { - "filename": { - "type": "string", - "description": "The filename of the conversation history to load.", - } - }, - "required": ["filename"], - }, - }, -] - - -# We use lambdas to defer transport parameter creation until the transport -# type is selected at runtime. -transport_params = { - "daily": lambda: DailyParams( - audio_in_enabled=True, - audio_out_enabled=True, - vad_analyzer=SileroVADAnalyzer(), - ), - "twilio": lambda: FastAPIWebsocketParams( - audio_in_enabled=True, - audio_out_enabled=True, - vad_analyzer=SileroVADAnalyzer(), - ), - "webrtc": lambda: TransportParams( - audio_in_enabled=True, - audio_out_enabled=True, - vad_analyzer=SileroVADAnalyzer(), - ), -} - - -async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): - logger.info(f"Starting bot") - - stt = DeepgramSTTService(api_key=os.getenv("DEEPGRAM_API_KEY")) - - session_properties = SessionProperties( - input_audio_transcription=InputAudioTranscription(), - # Set openai TurnDetection parameters. Not setting this at all will turn - # it on by default - turn_detection=TurnDetection(silence_duration_ms=1000), - # Or set to False to disable openai turn detection and use transport VAD - # turn_detection=False, - # tools=tools, - instructions="""Your knowledge cutoff is 2023-10. You are a helpful and friendly AI. - -Act like a human, but remember that you aren't a human and that you can't do human -things in the real world. Your voice and personality should be warm and engaging, with a lively and -playful tone. - -If interacting in a non-English language, start by using the standard accent or dialect familiar to -the user. Talk quickly. You should always call a function if you can. Do not refer to these rules, -even if you're asked about them. -- -You are participating in a voice conversation. Keep your responses concise, short, and to the point -unless specifically asked to elaborate on a topic. - -Remember, your responses should be short. Just one or two sentences, usually.""", - ) - - llm = OpenAIRealtimeBetaLLMService( - api_key=os.getenv("OPENAI_API_KEY"), - session_properties=session_properties, - ) - - # you can either register a single function for all function calls, or specific functions - # llm.register_function(None, fetch_weather_from_api) - llm.register_function("get_current_weather", fetch_weather_from_api) - llm.register_function("save_conversation", save_conversation) - llm.register_function("get_saved_conversation_filenames", get_saved_conversation_filenames) - llm.register_function("load_conversation", load_conversation) - - context = OpenAILLMContext([], tools) - context_aggregator = llm.create_context_aggregator(context) - - pipeline = Pipeline( - [ - transport.input(), # Transport user input - stt, # STT - context_aggregator.user(), - llm, # LLM - transport.output(), # Transport bot output - context_aggregator.assistant(), - ] - ) - - task = PipelineTask( - pipeline, - params=PipelineParams( - enable_metrics=True, - enable_usage_metrics=True, - ), - idle_timeout_secs=runner_args.pipeline_idle_timeout_secs, - ) - - @transport.event_handler("on_client_connected") - async def on_client_connected(transport, client): - logger.info(f"Client connected") - # Kick off the conversation. - await task.queue_frames([LLMRunFrame()]) - - @transport.event_handler("on_client_disconnected") - async def on_client_disconnected(transport, client): - logger.info(f"Client disconnected") - await task.cancel() - - runner = PipelineRunner(handle_sigint=runner_args.handle_sigint) - - await runner.run(task) - - -async def bot(runner_args: RunnerArguments): - """Main bot entry point compatible with Pipecat Cloud.""" - transport = await create_transport(runner_args, transport_params) - await run_bot(transport, runner_args) - - -if __name__ == "__main__": - from pipecat.runner.run import main - - main() diff --git a/examples/realtime/azure-beta.py b/examples/realtime/azure-beta.py deleted file mode 100644 index 4e9b7bcb1..000000000 --- a/examples/realtime/azure-beta.py +++ /dev/null @@ -1,214 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - - -import os -from datetime import datetime - -from dotenv import load_dotenv -from loguru import logger - -from pipecat.adapters.schemas.function_schema import FunctionSchema -from pipecat.adapters.schemas.tools_schema import ToolsSchema -from pipecat.audio.vad.silero import SileroVADAnalyzer -from pipecat.frames.frames import LLMRunFrame -from pipecat.pipeline.pipeline import Pipeline -from pipecat.pipeline.runner import PipelineRunner -from pipecat.pipeline.task import PipelineParams, PipelineTask -from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext -from pipecat.runner.types import RunnerArguments -from pipecat.runner.utils import create_transport -from pipecat.services.llm_service import FunctionCallParams -from pipecat.services.openai_realtime_beta import ( - AzureRealtimeBetaLLMService, - InputAudioTranscription, - SessionProperties, -) -from pipecat.transports.base_transport import BaseTransport, TransportParams -from pipecat.transports.daily.transport import DailyParams -from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams - -load_dotenv(override=True) - - -async def fetch_weather_from_api(params: FunctionCallParams): - temperature = 75 if params.arguments["format"] == "fahrenheit" else 24 - await params.result_callback( - { - "conditions": "nice", - "temperature": temperature, - "format": params.arguments["format"], - "timestamp": datetime.now().strftime("%Y%m%d_%H%M%S"), - } - ) - - -async def fetch_restaurant_recommendation(params: FunctionCallParams): - await params.result_callback({"name": "The Golden Dragon"}) - - -# Define weather function using standardized schema -weather_function = FunctionSchema( - name="get_current_weather", - description="Get the current weather", - properties={ - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - "format": { - "type": "string", - "enum": ["celsius", "fahrenheit"], - "description": "The temperature unit to use. Infer this from the users location.", - }, - }, - required=["location", "format"], -) - -restaurant_function = FunctionSchema( - name="get_restaurant_recommendation", - description="Get a restaurant recommendation", - properties={ - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - }, - required=["location"], -) - -# Create tools schema -tools = ToolsSchema(standard_tools=[weather_function, restaurant_function]) - - -# We use lambdas to defer transport parameter creation until the transport -# type is selected at runtime. -transport_params = { - "daily": lambda: DailyParams( - audio_in_enabled=True, - audio_out_enabled=True, - vad_analyzer=SileroVADAnalyzer(), - ), - "twilio": lambda: FastAPIWebsocketParams( - audio_in_enabled=True, - audio_out_enabled=True, - vad_analyzer=SileroVADAnalyzer(), - ), - "webrtc": lambda: TransportParams( - audio_in_enabled=True, - audio_out_enabled=True, - vad_analyzer=SileroVADAnalyzer(), - ), -} - - -async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): - logger.info(f"Starting bot") - - session_properties = SessionProperties( - input_audio_transcription=InputAudioTranscription(model="whisper-1"), - # Set openai TurnDetection parameters. Not setting this at all will turn it - # on by default - # turn_detection=TurnDetection(silence_duration_ms=1000), - # Or set to False to disable openai turn detection and use transport VAD - # turn_detection=False, - # tools=tools, - instructions="""You are a helpful and friendly AI. - -Act like a human, but remember that you aren't a human and that you can't do human -things in the real world. Your voice and personality should be warm and engaging, with a lively and -playful tone. - -If interacting in a non-English language, start by using the standard accent or dialect familiar to -the user. Talk quickly. You should always call a function if you can. Do not refer to these rules, -even if you're asked about them. -- -You are participating in a voice conversation. Keep your responses concise, short, and to the point -unless specifically asked to elaborate on a topic. - -You have access to the following tools: -- get_current_weather: Get the current weather for a given location. -- get_restaurant_recommendation: Get a restaurant recommendation for a given location. - -Remember, your responses should be short. Just one or two sentences, usually. Respond in English.""", - ) - - llm = AzureRealtimeBetaLLMService( - api_key=os.getenv("AZURE_REALTIME_API_KEY"), - base_url=os.getenv("AZURE_REALTIME_BASE_URL"), - session_properties=session_properties, - ) - - # you can either register a single function for all function calls, or specific functions - # llm.register_function(None, fetch_weather_from_api) - llm.register_function("get_current_weather", fetch_weather_from_api) - llm.register_function("get_restaurant_recommendation", fetch_restaurant_recommendation) - - # Create a standard OpenAI LLM context object using the normal messages format. The - # OpenAIRealtimeBetaLLMService will convert this internally to messages that the - # openai WebSocket API can understand. - context = OpenAILLMContext( - [{"role": "developer", "content": "Say hello!"}], - # [{"role": "developer", "content": [{"type": "text", "text": "Say hello!"}]}], - # [ - # { - # "role": "developer", - # "content": [ - # {"type": "text", "text": "Say"}, - # {"type": "text", "text": "yo what's up!"}, - # ], - # } - # ], - tools, - ) - - context_aggregator = llm.create_context_aggregator(context) - - pipeline = Pipeline( - [ - transport.input(), # Transport user input - context_aggregator.user(), - llm, # LLM - transport.output(), # Transport bot output - context_aggregator.assistant(), - ] - ) - - task = PipelineTask( - pipeline, - params=PipelineParams( - enable_metrics=True, - enable_usage_metrics=True, - ), - idle_timeout_secs=runner_args.pipeline_idle_timeout_secs, - ) - - @transport.event_handler("on_client_connected") - async def on_client_connected(transport, client): - logger.info(f"Client connected") - # Kick off the conversation. - await task.queue_frames([LLMRunFrame()]) - - @transport.event_handler("on_client_disconnected") - async def on_client_disconnected(transport, client): - logger.info(f"Client disconnected") - await task.cancel() - - runner = PipelineRunner(handle_sigint=runner_args.handle_sigint) - - await runner.run(task) - - -async def bot(runner_args: RunnerArguments): - """Main bot entry point compatible with Pipecat Cloud.""" - transport = await create_transport(runner_args, transport_params) - await run_bot(transport, runner_args) - - -if __name__ == "__main__": - from pipecat.runner.run import main - - main() diff --git a/examples/realtime/openai-beta-text.py b/examples/realtime/openai-beta-text.py deleted file mode 100644 index 31f5d0560..000000000 --- a/examples/realtime/openai-beta-text.py +++ /dev/null @@ -1,215 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - - -import os -from datetime import datetime - -from dotenv import load_dotenv -from loguru import logger - -from pipecat.adapters.schemas.function_schema import FunctionSchema -from pipecat.adapters.schemas.tools_schema import ToolsSchema -from pipecat.audio.vad.silero import SileroVADAnalyzer -from pipecat.frames.frames import LLMRunFrame -from pipecat.pipeline.pipeline import Pipeline -from pipecat.pipeline.runner import PipelineRunner -from pipecat.pipeline.task import PipelineParams, PipelineTask -from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext -from pipecat.runner.types import RunnerArguments -from pipecat.runner.utils import create_transport -from pipecat.services.cartesia.tts import CartesiaTTSService -from pipecat.services.llm_service import FunctionCallParams -from pipecat.services.openai_realtime_beta import ( - InputAudioNoiseReduction, - InputAudioTranscription, - OpenAIRealtimeBetaLLMService, - SemanticTurnDetection, - SessionProperties, -) -from pipecat.transports.base_transport import BaseTransport, TransportParams -from pipecat.transports.daily.transport import DailyParams -from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams - -load_dotenv(override=True) - - -async def fetch_weather_from_api(params: FunctionCallParams): - temperature = 75 if params.arguments["format"] == "fahrenheit" else 24 - await params.result_callback( - { - "conditions": "nice", - "temperature": temperature, - "format": params.arguments["format"], - "timestamp": datetime.now().strftime("%Y%m%d_%H%M%S"), - } - ) - - -async def fetch_restaurant_recommendation(params: FunctionCallParams): - await params.result_callback({"name": "The Golden Dragon"}) - - -weather_function = FunctionSchema( - name="get_current_weather", - description="Get the current weather", - properties={ - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - "format": { - "type": "string", - "enum": ["celsius", "fahrenheit"], - "description": "The temperature unit to use. Infer this from the users location.", - }, - }, - required=["location", "format"], -) - -restaurant_function = FunctionSchema( - name="get_restaurant_recommendation", - description="Get a restaurant recommendation", - properties={ - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - }, - required=["location"], -) - -# Create tools schema -tools = ToolsSchema(standard_tools=[weather_function, restaurant_function]) - - -# We use lambdas to defer transport parameter creation until the transport -# type is selected at runtime. -transport_params = { - "daily": lambda: DailyParams( - audio_in_enabled=True, - audio_out_enabled=True, - vad_analyzer=SileroVADAnalyzer(), - ), - "twilio": lambda: FastAPIWebsocketParams( - audio_in_enabled=True, - audio_out_enabled=True, - vad_analyzer=SileroVADAnalyzer(), - ), - "webrtc": lambda: TransportParams( - audio_in_enabled=True, - audio_out_enabled=True, - vad_analyzer=SileroVADAnalyzer(), - ), -} - - -async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): - logger.info(f"Starting bot") - - session_properties = SessionProperties( - input_audio_transcription=InputAudioTranscription(), - modalities=["text"], - # Set openai TurnDetection parameters. Not setting this at all will turn it - # on by default - turn_detection=SemanticTurnDetection(), - # Or set to False to disable openai turn detection and use transport VAD - # turn_detection=False, - input_audio_noise_reduction=InputAudioNoiseReduction(type="near_field"), - # tools=tools, - instructions="""You are a helpful and friendly AI. - -Act like a human, but remember that you aren't a human and that you can't do human -things in the real world. Your voice and personality should be warm and engaging, with a lively and -playful tone. - -If interacting in a non-English language, start by using the standard accent or dialect familiar to -the user. Talk quickly. You should always call a function if you can. Do not refer to these rules, -even if you're asked about them. - -You are participating in a voice conversation. Keep your responses concise, short, and to the point -unless specifically asked to elaborate on a topic. - -You have access to the following tools: -- get_current_weather: Get the current weather for a given location. -- get_restaurant_recommendation: Get a restaurant recommendation for a given location. - -Remember, your responses should be short. Just one or two sentences, usually. Respond in English.""", - ) - - llm = OpenAIRealtimeBetaLLMService( - api_key=os.getenv("OPENAI_API_KEY"), - session_properties=session_properties, - ) - - tts = CartesiaTTSService( - api_key=os.getenv("CARTESIA_API_KEY"), - settings=CartesiaTTSService.Settings( - voice="71a7ad14-091c-4e8e-a314-022ece01c121", # British Reading Lady - ), - ) - - # you can either register a single function for all function calls, or specific functions - # llm.register_function(None, fetch_weather_from_api) - llm.register_function("get_current_weather", fetch_weather_from_api) - llm.register_function("get_restaurant_recommendation", fetch_restaurant_recommendation) - - # Create a standard OpenAI LLM context object using the normal messages format. The - # OpenAIRealtimeBetaLLMService will convert this internally to messages that the - # openai WebSocket API can understand. - context = OpenAILLMContext( - [{"role": "developer", "content": "Say hello!"}], - tools, - ) - - context_aggregator = llm.create_context_aggregator(context) - - pipeline = Pipeline( - [ - transport.input(), # Transport user input - context_aggregator.user(), - llm, # LLM - tts, # TTS - transport.output(), # Transport bot output - context_aggregator.assistant(), - ] - ) - - task = PipelineTask( - pipeline, - params=PipelineParams( - enable_metrics=True, - enable_usage_metrics=True, - ), - idle_timeout_secs=runner_args.pipeline_idle_timeout_secs, - ) - - @transport.event_handler("on_client_connected") - async def on_client_connected(transport, client): - logger.info(f"Client connected") - # Kick off the conversation. - await task.queue_frames([LLMRunFrame()]) - - @transport.event_handler("on_client_disconnected") - async def on_client_disconnected(transport, client): - logger.info(f"Client disconnected") - await task.cancel() - - runner = PipelineRunner(handle_sigint=runner_args.handle_sigint) - - await runner.run(task) - - -async def bot(runner_args: RunnerArguments): - """Main bot entry point compatible with Pipecat Cloud.""" - transport = await create_transport(runner_args, transport_params) - await run_bot(transport, runner_args) - - -if __name__ == "__main__": - from pipecat.runner.run import main - - main() diff --git a/examples/realtime/openai-beta.py b/examples/realtime/openai-beta.py deleted file mode 100644 index 4d1714fe3..000000000 --- a/examples/realtime/openai-beta.py +++ /dev/null @@ -1,219 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - - -import os -from datetime import datetime - -from dotenv import load_dotenv -from loguru import logger - -from pipecat.adapters.schemas.function_schema import FunctionSchema -from pipecat.adapters.schemas.tools_schema import ToolsSchema -from pipecat.audio.vad.silero import SileroVADAnalyzer -from pipecat.frames.frames import LLMRunFrame, TranscriptionMessage -from pipecat.pipeline.pipeline import Pipeline -from pipecat.pipeline.runner import PipelineRunner -from pipecat.pipeline.task import PipelineParams, PipelineTask -from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext -from pipecat.processors.transcript_processor import TranscriptProcessor -from pipecat.runner.types import RunnerArguments -from pipecat.runner.utils import create_transport -from pipecat.services.llm_service import FunctionCallParams -from pipecat.services.openai_realtime_beta import ( - InputAudioNoiseReduction, - InputAudioTranscription, - OpenAIRealtimeBetaLLMService, - SemanticTurnDetection, - SessionProperties, -) -from pipecat.transports.base_transport import BaseTransport, TransportParams -from pipecat.transports.daily.transport import DailyParams -from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams - -load_dotenv(override=True) - - -async def fetch_weather_from_api(params: FunctionCallParams): - temperature = 75 if params.arguments["format"] == "fahrenheit" else 24 - await params.result_callback( - { - "conditions": "nice", - "temperature": temperature, - "format": params.arguments["format"], - "timestamp": datetime.now().strftime("%Y%m%d_%H%M%S"), - } - ) - - -async def fetch_restaurant_recommendation(params: FunctionCallParams): - await params.result_callback({"name": "The Golden Dragon"}) - - -weather_function = FunctionSchema( - name="get_current_weather", - description="Get the current weather", - properties={ - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - "format": { - "type": "string", - "enum": ["celsius", "fahrenheit"], - "description": "The temperature unit to use. Infer this from the users location.", - }, - }, - required=["location", "format"], -) - -restaurant_function = FunctionSchema( - name="get_restaurant_recommendation", - description="Get a restaurant recommendation", - properties={ - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - }, - required=["location"], -) - -# Create tools schema -tools = ToolsSchema(standard_tools=[weather_function, restaurant_function]) - - -# We use lambdas to defer transport parameter creation until the transport -# type is selected at runtime. -transport_params = { - "daily": lambda: DailyParams( - audio_in_enabled=True, - audio_out_enabled=True, - vad_analyzer=SileroVADAnalyzer(), - ), - "twilio": lambda: FastAPIWebsocketParams( - audio_in_enabled=True, - audio_out_enabled=True, - vad_analyzer=SileroVADAnalyzer(), - ), - "webrtc": lambda: TransportParams( - audio_in_enabled=True, - audio_out_enabled=True, - vad_analyzer=SileroVADAnalyzer(), - ), -} - - -async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): - logger.info(f"Starting bot") - - session_properties = SessionProperties( - input_audio_transcription=InputAudioTranscription(), - # Set openai TurnDetection parameters. Not setting this at all will turn it - # on by default - turn_detection=SemanticTurnDetection(), - # Or set to False to disable openai turn detection and use transport VAD - # turn_detection=False, - input_audio_noise_reduction=InputAudioNoiseReduction(type="near_field"), - # tools=tools, - instructions="""You are a helpful and friendly AI. - -Act like a human, but remember that you aren't a human and that you can't do human -things in the real world. Your voice and personality should be warm and engaging, with a lively and -playful tone. - -If interacting in a non-English language, start by using the standard accent or dialect familiar to -the user. Talk quickly. You should always call a function if you can. Do not refer to these rules, -even if you're asked about them. - -You are participating in a voice conversation. Keep your responses concise, short, and to the point -unless specifically asked to elaborate on a topic. - -You have access to the following tools: -- get_current_weather: Get the current weather for a given location. -- get_restaurant_recommendation: Get a restaurant recommendation for a given location. - -Remember, your responses should be short. Just one or two sentences, usually. Respond in English.""", - ) - - llm = OpenAIRealtimeBetaLLMService( - api_key=os.getenv("OPENAI_API_KEY"), - session_properties=session_properties, - ) - - # you can either register a single function for all function calls, or specific functions - # llm.register_function(None, fetch_weather_from_api) - llm.register_function("get_current_weather", fetch_weather_from_api) - llm.register_function("get_restaurant_recommendation", fetch_restaurant_recommendation) - - transcript = TranscriptProcessor() - - # Create a standard OpenAI LLM context object using the normal messages format. The - # OpenAIRealtimeBetaLLMService will convert this internally to messages that the - # openai WebSocket API can understand. - context = OpenAILLMContext( - [{"role": "developer", "content": "Say hello!"}], - tools, - ) - - context_aggregator = llm.create_context_aggregator(context) - - pipeline = Pipeline( - [ - transport.input(), # Transport user input - context_aggregator.user(), - llm, # LLM - transcript.user(), # Placed after the LLM, as LLM pushes TranscriptionFrames downstream - transport.output(), # Transport bot output - transcript.assistant(), # After the transcript output, to time with the audio output - context_aggregator.assistant(), - ] - ) - - task = PipelineTask( - pipeline, - params=PipelineParams( - enable_metrics=True, - enable_usage_metrics=True, - ), - idle_timeout_secs=runner_args.pipeline_idle_timeout_secs, - ) - - @transport.event_handler("on_client_connected") - async def on_client_connected(transport, client): - logger.info(f"Client connected") - # Kick off the conversation. - await task.queue_frames([LLMRunFrame()]) - - @transport.event_handler("on_client_disconnected") - async def on_client_disconnected(transport, client): - logger.info(f"Client disconnected") - await task.cancel() - - # Register event handler for transcript updates - @transcript.event_handler("on_transcript_update") - async def on_transcript_update(processor, frame): - for msg in frame.messages: - if isinstance(msg, TranscriptionMessage): - timestamp = f"[{msg.timestamp}] " if msg.timestamp else "" - line = f"{timestamp}{msg.role}: {msg.content}" - logger.info(f"Transcript: {line}") - - runner = PipelineRunner(handle_sigint=runner_args.handle_sigint) - - await runner.run(task) - - -async def bot(runner_args: RunnerArguments): - """Main bot entry point compatible with Pipecat Cloud.""" - transport = await create_transport(runner_args, transport_params) - await run_bot(transport, runner_args) - - -if __name__ == "__main__": - from pipecat.runner.run import main - - main() diff --git a/src/pipecat/services/ai_services.py b/src/pipecat/services/ai_services.py deleted file mode 100644 index 5f7b6d893..000000000 --- a/src/pipecat/services/ai_services.py +++ /dev/null @@ -1,33 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Deprecated AI services module. - -This module is deprecated. Import services directly from their respective modules: -- pipecat.services.ai_service -- pipecat.services.image_service -- pipecat.services.llm_service -- pipecat.services.stt_service -- pipecat.services.tts_service -- pipecat.services.vision_service -""" - -import sys - -from pipecat.services import DeprecatedModuleProxy - -from .ai_service import * -from .image_service import * -from .llm_service import * -from .stt_service import * -from .tts_service import * -from .vision_service import * - -sys.modules[__name__] = DeprecatedModuleProxy( - globals(), - "ai_services", - "[ai_service,image_service,llm_service,stt_service,tts_service,vision_service]", -) diff --git a/src/pipecat/services/aws_nova_sonic/__init__.py b/src/pipecat/services/aws_nova_sonic/__init__.py deleted file mode 100644 index a198094cb..000000000 --- a/src/pipecat/services/aws_nova_sonic/__init__.py +++ /dev/null @@ -1,24 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -import warnings - -from pipecat.services.aws.nova_sonic.llm import AWSNovaSonicLLMService, Params - -with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "Types in pipecat.services.aws_nova_sonic are deprecated. " - "Please use the equivalent types from " - "pipecat.services.aws.nova_sonic.llm instead.", - DeprecationWarning, - stacklevel=2, - ) - -__all__ = [ - "AWSNovaSonicLLMService", - "Params", -] diff --git a/src/pipecat/services/aws_nova_sonic/aws.py b/src/pipecat/services/aws_nova_sonic/aws.py deleted file mode 100644 index b69323b8d..000000000 --- a/src/pipecat/services/aws_nova_sonic/aws.py +++ /dev/null @@ -1,25 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""AWS Nova Sonic LLM service implementation for Pipecat AI framework. - -This module provides a speech-to-speech LLM service using AWS Nova Sonic, which supports -bidirectional audio streaming, text generation, and function calling capabilities. -""" - -import warnings - -from pipecat.services.aws.nova_sonic.llm import * - -with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "Types in pipecat.services.aws_nova_sonic.aws are deprecated. " - "Please use the equivalent types from " - "pipecat.services.aws.nova_sonic.llm instead.", - DeprecationWarning, - stacklevel=2, - ) diff --git a/src/pipecat/services/aws_nova_sonic/context.py b/src/pipecat/services/aws_nova_sonic/context.py deleted file mode 100644 index 01f152b16..000000000 --- a/src/pipecat/services/aws_nova_sonic/context.py +++ /dev/null @@ -1,21 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Context management for AWS Nova Sonic LLM service. - -This module provides specialized context aggregators and message handling for AWS Nova Sonic, -including conversation history management and role-specific message processing. - -.. deprecated:: 0.0.91 - AWS Nova Sonic no longer uses types from this module under the hood. - It now uses `LLMContext` and `LLMContextAggregatorPair`. - Using the new patterns should allow you to not need types from this module. - - See deprecation warning in pipecat.services.aws.nova_sonic.context for more - details. -""" - -from pipecat.services.aws.nova_sonic.context import * diff --git a/src/pipecat/services/aws_nova_sonic/frames.py b/src/pipecat/services/aws_nova_sonic/frames.py deleted file mode 100644 index 7ac81215c..000000000 --- a/src/pipecat/services/aws_nova_sonic/frames.py +++ /dev/null @@ -1,21 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Custom frames for AWS Nova Sonic LLM service.""" - -import warnings - -from pipecat.services.aws.nova_sonic.frames import * - -with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "Types in pipecat.services.aws_nova_sonic.frames are deprecated. " - "Please use the equivalent types from " - "pipecat.services.aws.nova_sonic.frames instead.", - DeprecationWarning, - stacklevel=2, - ) diff --git a/src/pipecat/services/deepgram/stt_sagemaker.py b/src/pipecat/services/deepgram/stt_sagemaker.py deleted file mode 100644 index 08cd0c5d3..000000000 --- a/src/pipecat/services/deepgram/stt_sagemaker.py +++ /dev/null @@ -1,18 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Deprecated: use ``pipecat.services.deepgram.sagemaker.stt`` instead.""" - -import warnings - -warnings.warn( - "Module `pipecat.services.deepgram.stt_sagemaker` is deprecated, " - "use `pipecat.services.deepgram.sagemaker.stt` instead.", - DeprecationWarning, - stacklevel=2, -) - -from pipecat.services.deepgram.sagemaker.stt import * # noqa: E402, F401, F403 diff --git a/src/pipecat/services/deepgram/tts_sagemaker.py b/src/pipecat/services/deepgram/tts_sagemaker.py deleted file mode 100644 index 61ca2bceb..000000000 --- a/src/pipecat/services/deepgram/tts_sagemaker.py +++ /dev/null @@ -1,18 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Deprecated: use ``pipecat.services.deepgram.sagemaker.tts`` instead.""" - -import warnings - -warnings.warn( - "Module `pipecat.services.deepgram.tts_sagemaker` is deprecated, " - "use `pipecat.services.deepgram.sagemaker.tts` instead.", - DeprecationWarning, - stacklevel=2, -) - -from pipecat.services.deepgram.sagemaker.tts import * # noqa: E402, F401, F403 diff --git a/src/pipecat/services/gemini_multimodal_live/__init__.py b/src/pipecat/services/gemini_multimodal_live/__init__.py deleted file mode 100644 index ac4524606..000000000 --- a/src/pipecat/services/gemini_multimodal_live/__init__.py +++ /dev/null @@ -1,7 +0,0 @@ -from .file_api import GeminiFileAPI -from .gemini import GeminiMultimodalLiveLLMService - -__all__ = [ - "GeminiFileAPI", - "GeminiMultimodalLiveLLMService", -] diff --git a/src/pipecat/services/gemini_multimodal_live/events.py b/src/pipecat/services/gemini_multimodal_live/events.py deleted file mode 100644 index a560a0b02..000000000 --- a/src/pipecat/services/gemini_multimodal_live/events.py +++ /dev/null @@ -1,44 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Event models and utilities for Google Gemini Multimodal Live API. - -.. deprecated:: 0.0.90 - Importing StartSensitivity and EndSensitivity from this module is deprecated. - Import them directly from google.genai.types instead. -""" - -import warnings - -from loguru import logger - -try: - from google.genai.types import ( - EndSensitivity as _EndSensitivity, - ) - from google.genai.types import ( - StartSensitivity as _StartSensitivity, - ) -except ModuleNotFoundError as e: - logger.error(f"Exception: {e}") - logger.error("In order to use Google AI, you need to `pip install pipecat-ai[google]`.") - raise Exception(f"Missing module: {e}") - -# These aliases are just here for backward compatibility, since we used to -# define public-facing StartSensitivity and EndSensitivity enums in this -# module. -with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "Importing StartSensitivity and EndSensitivity from " - "pipecat.services.gemini_multimodal_live.events is deprecated. " - "Please import them directly from google.genai.types instead.", - DeprecationWarning, - stacklevel=2, - ) - -StartSensitivity = _StartSensitivity -EndSensitivity = _EndSensitivity diff --git a/src/pipecat/services/gemini_multimodal_live/file_api.py b/src/pipecat/services/gemini_multimodal_live/file_api.py deleted file mode 100644 index 02df16ded..000000000 --- a/src/pipecat/services/gemini_multimodal_live/file_api.py +++ /dev/null @@ -1,39 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Gemini File API client for uploading and managing files. - -This module provides a client for Google's Gemini File API, enabling file -uploads, metadata retrieval, listing, and deletion. Files uploaded through -this API can be referenced in Gemini generative model calls. - -.. deprecated:: 0.0.90 - Importing GeminiFileAPI from this module is deprecated. - Import it from pipecat.services.google.gemini_live.file_api instead. -""" - -import warnings - -from loguru import logger - -try: - from pipecat.services.google.gemini_live.file_api import GeminiFileAPI as _GeminiFileAPI -except ModuleNotFoundError as e: - logger.error(f"Exception: {e}") - logger.error("In order to use Google AI, you need to `pip install pipecat-ai[google]`.") - raise Exception(f"Missing module: {e}") - -# These aliases are just here for backward compatibility, since we used to -# define public-facing StartSensitivity and EndSensitivity enums in this -# module. -warnings.warn( - "Importing GeminiFileAPI from " - "pipecat.services.gemini_multimodal_live.file_api is deprecated. " - "Please import it from pipecat.services.google.gemini_live.file_api instead.", - DeprecationWarning, - stacklevel=2, -) -GeminiFileAPI = _GeminiFileAPI diff --git a/src/pipecat/services/gemini_multimodal_live/gemini.py b/src/pipecat/services/gemini_multimodal_live/gemini.py deleted file mode 100644 index 6f01e5a23..000000000 --- a/src/pipecat/services/gemini_multimodal_live/gemini.py +++ /dev/null @@ -1,57 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Google Gemini Live API service implementation. - -This module provides real-time conversational AI capabilities using Google's -Gemini Live API, supporting both text and audio modalities with -voice transcription, streaming responses, and tool usage. - -.. deprecated:: 0.0.90 - This module is deprecated. Please use the equivalent types from - pipecat.services.google.gemini_live.llm instead. Note that the new type names - do not include 'Multimodal'. -""" - -import warnings - -from pipecat.services.google.gemini_live.llm import ( - ContextWindowCompressionParams as _ContextWindowCompressionParams, -) -from pipecat.services.google.gemini_live.llm import ( - GeminiLiveAssistantContextAggregator, - GeminiLiveContext, - GeminiLiveContextAggregatorPair, - GeminiLiveLLMService, - GeminiLiveUserContextAggregator, - GeminiModalities, -) -from pipecat.services.google.gemini_live.llm import GeminiMediaResolution as _GeminiMediaResolution -from pipecat.services.google.gemini_live.llm import GeminiVADParams as _GeminiVADParams -from pipecat.services.google.gemini_live.llm import InputParams as _InputParams - -with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "Types in pipecat.services.gemini_multimodal_live.gemini are deprecated. " - "Please use the equivalent types from " - "pipecat.services.google.gemini_live.llm instead. Note that the new type " - "names do not include 'Multimodal' " - "(e.g. `GeminiMultimodalLiveLLMService` is now `GeminiLiveLLMService`).", - DeprecationWarning, - stacklevel=2, - ) - -GeminiMultimodalLiveContext = GeminiLiveContext -GeminiMultimodalLiveUserContextAggregator = GeminiLiveUserContextAggregator -GeminiMultimodalLiveAssistantContextAggregator = GeminiLiveAssistantContextAggregator -GeminiMultimodalLiveContextAggregatorPair = GeminiLiveContextAggregatorPair -GeminiMultimodalModalities = GeminiModalities -GeminiMediaResolution = _GeminiMediaResolution -GeminiVADParams = _GeminiVADParams -ContextWindowCompressionParams = _ContextWindowCompressionParams -InputParams = _InputParams -GeminiMultimodalLiveLLMService = GeminiLiveLLMService diff --git a/src/pipecat/services/google/__init__.py b/src/pipecat/services/google/__init__.py index 32b12e367..95812a536 100644 --- a/src/pipecat/services/google/__init__.py +++ b/src/pipecat/services/google/__init__.py @@ -12,12 +12,11 @@ from .frames import * from .gemini_live import * from .image import * from .llm import * -from .openai import * from .rtvi import * from .stt import * from .tts import * from .vertex import * sys.modules[__name__] = DeprecatedModuleProxy( - globals(), "google", "google.[frames,image,llm,openai,vertex,rtvi,stt,tts]" + globals(), "google", "google.[frames,image,llm,vertex,rtvi,stt,tts]" ) diff --git a/src/pipecat/services/google/gemini_live/llm_vertex.py b/src/pipecat/services/google/gemini_live/llm_vertex.py deleted file mode 100644 index 038d72e57..000000000 --- a/src/pipecat/services/google/gemini_live/llm_vertex.py +++ /dev/null @@ -1,18 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Deprecated: use ``pipecat.services.google.gemini_live.vertex.llm`` instead.""" - -import warnings - -warnings.warn( - "Module `pipecat.services.google.gemini_live.llm_vertex` is deprecated, " - "use `pipecat.services.google.gemini_live.vertex.llm` instead.", - DeprecationWarning, - stacklevel=2, -) - -from pipecat.services.google.gemini_live.vertex.llm import * # noqa: E402, F401, F403 diff --git a/src/pipecat/services/google/google.py b/src/pipecat/services/google/google.py deleted file mode 100644 index b2fc88b23..000000000 --- a/src/pipecat/services/google/google.py +++ /dev/null @@ -1,24 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Google services module for Pipecat.""" - -import sys - -from pipecat.services import DeprecatedModuleProxy - -from .frames import * -from .image import * -from .llm import * -from .openai import * -from .rtvi import * -from .stt import * -from .tts import * -from .vertex import * - -sys.modules[__name__] = DeprecatedModuleProxy( - globals(), "google", "google.[frames,image,llm,openai,vertex,rtvi,stt,tts]" -) diff --git a/src/pipecat/services/google/llm_openai.py b/src/pipecat/services/google/llm_openai.py deleted file mode 100644 index f9d182e78..000000000 --- a/src/pipecat/services/google/llm_openai.py +++ /dev/null @@ -1,18 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Deprecated: use ``pipecat.services.google.openai.llm`` instead.""" - -import warnings - -warnings.warn( - "Module `pipecat.services.google.llm_openai` is deprecated, " - "use `pipecat.services.google.openai.llm` instead.", - DeprecationWarning, - stacklevel=2, -) - -from pipecat.services.google.openai.llm import * # noqa: E402, F401, F403 diff --git a/src/pipecat/services/google/llm_vertex.py b/src/pipecat/services/google/llm_vertex.py deleted file mode 100644 index 54d338ad7..000000000 --- a/src/pipecat/services/google/llm_vertex.py +++ /dev/null @@ -1,18 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Deprecated: use ``pipecat.services.google.vertex.llm`` instead.""" - -import warnings - -warnings.warn( - "Module `pipecat.services.google.llm_vertex` is deprecated, " - "use `pipecat.services.google.vertex.llm` instead.", - DeprecationWarning, - stacklevel=2, -) - -from pipecat.services.google.vertex.llm import * # noqa: E402, F401, F403 diff --git a/src/pipecat/services/google/openai/__init__.py b/src/pipecat/services/google/openai/__init__.py deleted file mode 100644 index c4d243b97..000000000 --- a/src/pipecat/services/google/openai/__init__.py +++ /dev/null @@ -1,5 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# diff --git a/src/pipecat/services/google/openai/llm.py b/src/pipecat/services/google/openai/llm.py deleted file mode 100644 index 08a7bcd1b..000000000 --- a/src/pipecat/services/google/openai/llm.py +++ /dev/null @@ -1,217 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Google LLM service using OpenAI-compatible API format. - -This module provides integration with Google's AI LLM models using the OpenAI -API format through Google's Gemini API OpenAI compatibility layer. -""" - -import json -import os -from dataclasses import dataclass -from typing import Optional - -from openai import AsyncStream -from openai.types.chat import ChatCompletionChunk - -from pipecat.services.llm_service import FunctionCallFromLLM - -# Suppress gRPC fork warnings -os.environ["GRPC_ENABLE_FORK_SUPPORT"] = "false" - -from loguru import logger - -from pipecat.frames.frames import LLMTextFrame -from pipecat.metrics.metrics import LLMTokenUsage -from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext -from pipecat.services.openai.base_llm import BaseOpenAILLMService -from pipecat.services.openai.llm import OpenAILLMService - - -@dataclass -class GoogleOpenAILLMSettings(BaseOpenAILLMService.Settings): - """Settings for GoogleLLMOpenAIBetaService.""" - - pass - - -class GoogleLLMOpenAIBetaService(OpenAILLMService): - """Google LLM service using OpenAI-compatible API format. - - This service provides access to Google's AI LLM models (like Gemini) through - the OpenAI API format. It handles streaming responses, function calls, and - tool usage while maintaining compatibility with OpenAI's interface. - - Note: This service includes a workaround for a Google API bug where function - call indices may be incorrectly set to None, resulting in empty function names. - - .. deprecated:: 0.0.82 - GoogleLLMOpenAIBetaService is deprecated and will be removed in a future version. - Use GoogleLLMService instead for better integration with Google's native API. - - Reference: - https://ai.google.dev/gemini-api/docs/openai - """ - - Settings = GoogleOpenAILLMSettings - _settings: Settings - - def __init__( - self, - *, - api_key: str, - base_url: str = "https://generativelanguage.googleapis.com/v1beta/openai/", - model: Optional[str] = None, - settings: Optional[Settings] = None, - **kwargs, - ): - """Initialize the Google LLM service. - - Args: - api_key: Google API key for authentication. - base_url: Base URL for Google's OpenAI-compatible API. - model: Google model name to use (e.g., "gemini-2.0-flash"). - - .. deprecated:: 0.0.105 - Use ``settings=GoogleLLMOpenAIBetaService.Settings(model=...)`` instead. - - settings: Runtime-updatable settings. When provided alongside deprecated - parameters, ``settings`` values take precedence. - **kwargs: Additional arguments passed to the parent OpenAILLMService. - """ - import warnings - - with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "GoogleLLMOpenAIBetaService is deprecated and will be removed in a future version. " - "Use GoogleLLMService instead for better integration with Google's native API.", - DeprecationWarning, - stacklevel=2, - ) - - # 1. Initialize default_settings with hardcoded defaults - default_settings = self.Settings(model="gemini-2.0-flash") - - # 2. Apply direct init arg overrides (deprecated) - if model is not None: - self._warn_init_param_moved_to_settings("model", "model") - default_settings.model = model - - # 3. (No step 3, as there's no params object to apply) - - # 4. Apply settings delta (canonical API, always wins) - if settings is not None: - default_settings.apply_update(settings) - - super().__init__(api_key=api_key, base_url=base_url, settings=default_settings, **kwargs) - - async def _process_context(self, context: OpenAILLMContext): - functions_list = [] - arguments_list = [] - tool_id_list = [] - func_idx = 0 - function_name = "" - arguments = "" - tool_call_id = "" - - await self.start_ttfb_metrics() - - chunk_stream: AsyncStream[ - ChatCompletionChunk - ] = await self._stream_chat_completions_specific_context(context) - - # Use context manager to ensure stream is closed on cancellation/exception. - # Without this, CancelledError during iteration leaves the underlying socket open. - async with chunk_stream: - async for chunk in chunk_stream: - if chunk.usage: - tokens = LLMTokenUsage( - prompt_tokens=chunk.usage.prompt_tokens or 0, - completion_tokens=chunk.usage.completion_tokens or 0, - total_tokens=chunk.usage.total_tokens or 0, - ) - await self.start_llm_usage_metrics(tokens) - - if chunk.choices is None or len(chunk.choices) == 0: - continue - - await self.stop_ttfb_metrics() - - if not chunk.choices[0].delta: - continue - - if chunk.choices[0].delta.tool_calls: - # We're streaming the LLM response to enable the fastest response times. - # For text, we just yield each chunk as we receive it and count on consumers - # to do whatever coalescing they need (eg. to pass full sentences to TTS) - # - # If the LLM is a function call, we'll do some coalescing here. - # If the response contains a function name, we'll yield a frame to tell consumers - # that they can start preparing to call the function with that name. - # We accumulate all the arguments for the rest of the streamed response, then when - # the response is done, we package up all the arguments and the function name and - # yield a frame containing the function name and the arguments. - logger.debug(f"Tool call: {chunk.choices[0].delta.tool_calls}") - tool_call = chunk.choices[0].delta.tool_calls[0] - if tool_call.index != func_idx: - functions_list.append(function_name) - arguments_list.append(arguments) - tool_id_list.append(tool_call_id) - function_name = "" - arguments = "" - tool_call_id = "" - func_idx += 1 - if tool_call.function and tool_call.function.name: - function_name += tool_call.function.name - tool_call_id = tool_call.id - if tool_call.function and tool_call.function.arguments: - # Keep iterating through the response to collect all the argument fragments - arguments += tool_call.function.arguments - elif chunk.choices[0].delta.content: - await self.push_frame(LLMTextFrame(chunk.choices[0].delta.content)) - - # if we got a function name and arguments, check to see if it's a function with - # a registered handler. If so, run the registered callback, save the result to - # the context, and re-prompt to get a chat answer. If we don't have a registered - # handler, raise an exception. - if function_name and arguments: - # added to the list as last function name and arguments not added to the list - functions_list.append(function_name) - arguments_list.append(arguments) - tool_id_list.append(tool_call_id) - - logger.debug( - f"Function list: {functions_list}, Arguments list: {arguments_list}, Tool ID list: {tool_id_list}" - ) - - function_calls = [] - for function_name, arguments, tool_id in zip( - functions_list, arguments_list, tool_id_list - ): - if function_name == "": - # TODO: Remove the _process_context method once Google resolves the bug - # where the index is incorrectly set to None instead of returning the actual index, - # which currently results in an empty function name(''). - continue - - try: - arguments = json.loads(arguments) - except json.JSONDecodeError: - logger.warning(f"{self}: Failed to parse function call arguments: {arguments}") - continue - - function_calls.append( - FunctionCallFromLLM( - context=context, - tool_call_id=tool_id, - function_name=function_name, - arguments=arguments, - ) - ) - - await self.run_function_calls(function_calls) diff --git a/src/pipecat/services/grok/llm.py b/src/pipecat/services/grok/llm.py index e81db5458..cddaa7d4f 100644 --- a/src/pipecat/services/grok/llm.py +++ b/src/pipecat/services/grok/llm.py @@ -6,7 +6,7 @@ """Grok LLM service implementation. -.. deprecated:: +.. deprecated:: 0.0.108 This module is deprecated. Please use GrokLLMService from pipecat.services.xai.llm instead. """ diff --git a/src/pipecat/services/grok/realtime/events.py b/src/pipecat/services/grok/realtime/events.py index 546308e26..554ab0068 100644 --- a/src/pipecat/services/grok/realtime/events.py +++ b/src/pipecat/services/grok/realtime/events.py @@ -6,7 +6,7 @@ """Grok Realtime event models. -.. deprecated:: +.. deprecated:: 0.0.108 This module is deprecated. Please use pipecat.services.xai.realtime.events instead. """ diff --git a/src/pipecat/services/grok/realtime/llm.py b/src/pipecat/services/grok/realtime/llm.py index 5d35e158f..5373ae757 100644 --- a/src/pipecat/services/grok/realtime/llm.py +++ b/src/pipecat/services/grok/realtime/llm.py @@ -6,7 +6,7 @@ """Grok Realtime LLM service. -.. deprecated:: +.. deprecated:: 0.0.108 This module is deprecated. Please use GrokRealtimeLLMService from pipecat.services.xai.realtime.llm instead. """ diff --git a/src/pipecat/services/nim/__init__.py b/src/pipecat/services/nim/__init__.py deleted file mode 100644 index a885e6fa3..000000000 --- a/src/pipecat/services/nim/__init__.py +++ /dev/null @@ -1,13 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -import sys - -from pipecat.services import DeprecatedModuleProxy - -from .llm import * - -sys.modules[__name__] = DeprecatedModuleProxy(globals(), "nim", "nim.llm") diff --git a/src/pipecat/services/nim/llm.py b/src/pipecat/services/nim/llm.py deleted file mode 100644 index 360073c4e..000000000 --- a/src/pipecat/services/nim/llm.py +++ /dev/null @@ -1,30 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""NVIDIA NIM API service implementation. - -This module provides a service for interacting with NVIDIA's NIM (NVIDIA Inference -Microservice) API while maintaining compatibility with the OpenAI-style interface. - -.. deprecated:: 0.0.96 - This module is deprecated. Please NvidiaLLMService from - pipecat.services.nvidia.llm instead. -""" - -import warnings - -from pipecat.services.nvidia.llm import NvidiaLLMService - -with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "NimLLMService from pipecat.services.nim.llm is deprecated. " - "Please use NvidiaLLMService from pipecat.services.nvidia.llm instead.", - DeprecationWarning, - stacklevel=2, - ) - -NimLLMService = NvidiaLLMService diff --git a/src/pipecat/services/openai_realtime/__init__.py b/src/pipecat/services/openai_realtime/__init__.py deleted file mode 100644 index 90729ef31..000000000 --- a/src/pipecat/services/openai_realtime/__init__.py +++ /dev/null @@ -1,37 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -import warnings - -from pipecat.services.azure.realtime.llm import AzureRealtimeLLMService -from pipecat.services.openai.realtime.events import ( - InputAudioNoiseReduction, - InputAudioTranscription, - SemanticTurnDetection, - SessionProperties, - TurnDetection, -) -from pipecat.services.openai.realtime.llm import OpenAIRealtimeLLMService - -with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "Types in pipecat.services.openai_realtime are deprecated. " - "Please use the equivalent types from " - "pipecat.services.openai.realtime instead.", - DeprecationWarning, - stacklevel=2, - ) - -__all__ = [ - "AzureRealtimeLLMService", - "InputAudioNoiseReduction", - "InputAudioTranscription", - "SemanticTurnDetection", - "SessionProperties", - "TurnDetection", - "OpenAIRealtimeLLMService", -] diff --git a/src/pipecat/services/openai_realtime/azure.py b/src/pipecat/services/openai_realtime/azure.py deleted file mode 100644 index 76a2739bb..000000000 --- a/src/pipecat/services/openai_realtime/azure.py +++ /dev/null @@ -1,21 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Azure OpenAI Realtime LLM service implementation.""" - -import warnings - -from pipecat.services.azure.realtime.llm import * - -with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "Types in pipecat.services.openai_realtime.azure are deprecated. " - "Please use the equivalent types from " - "pipecat.services.azure.realtime.llm instead.", - DeprecationWarning, - stacklevel=2, - ) diff --git a/src/pipecat/services/openai_realtime/context.py b/src/pipecat/services/openai_realtime/context.py deleted file mode 100644 index 75dd6c216..000000000 --- a/src/pipecat/services/openai_realtime/context.py +++ /dev/null @@ -1,18 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""OpenAI Realtime LLM context and aggregator implementations. - -.. deprecated:: 0.0.91 - OpenAI Realtime no longer uses types from this module under the hood. - It now uses `LLMContext` and `LLMContextAggregatorPair`. - Using the new patterns should allow you to not need types from this module. - - See deprecation warning in pipecat.services.openai.realtime.context for - more details. -""" - -from pipecat.services.openai.realtime.context import * diff --git a/src/pipecat/services/openai_realtime/events.py b/src/pipecat/services/openai_realtime/events.py deleted file mode 100644 index bbbbca271..000000000 --- a/src/pipecat/services/openai_realtime/events.py +++ /dev/null @@ -1,21 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Event models and data structures for OpenAI Realtime API communication.""" - -import warnings - -from pipecat.services.openai.realtime.events import * - -with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "Types in pipecat.services.openai_realtime.events are deprecated. " - "Please use the equivalent types from " - "pipecat.services.openai.realtime.events instead.", - DeprecationWarning, - stacklevel=2, - ) diff --git a/src/pipecat/services/openai_realtime/frames.py b/src/pipecat/services/openai_realtime/frames.py deleted file mode 100644 index c2db1eb70..000000000 --- a/src/pipecat/services/openai_realtime/frames.py +++ /dev/null @@ -1,21 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Custom frame types for OpenAI Realtime API integration.""" - -import warnings - -from pipecat.services.openai.realtime.frames import * - -with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "Types in pipecat.services.openai_realtime.frames are deprecated. " - "Please use the equivalent types from " - "pipecat.services.openai.realtime.frames instead.", - DeprecationWarning, - stacklevel=2, - ) diff --git a/src/pipecat/services/openai_realtime_beta/__init__.py b/src/pipecat/services/openai_realtime_beta/__init__.py deleted file mode 100644 index b7c976bb6..000000000 --- a/src/pipecat/services/openai_realtime_beta/__init__.py +++ /dev/null @@ -1,19 +0,0 @@ -from .azure import AzureRealtimeBetaLLMService -from .events import ( - InputAudioNoiseReduction, - InputAudioTranscription, - SemanticTurnDetection, - SessionProperties, - TurnDetection, -) -from .openai import OpenAIRealtimeBetaLLMService - -__all__ = [ - "AzureRealtimeBetaLLMService", - "InputAudioNoiseReduction", - "InputAudioTranscription", - "SemanticTurnDetection", - "SessionProperties", - "TurnDetection", - "OpenAIRealtimeBetaLLMService", -] diff --git a/src/pipecat/services/openai_realtime_beta/azure.py b/src/pipecat/services/openai_realtime_beta/azure.py deleted file mode 100644 index b590f2c29..000000000 --- a/src/pipecat/services/openai_realtime_beta/azure.py +++ /dev/null @@ -1,94 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Azure OpenAI Realtime Beta LLM service implementation.""" - -import warnings -from dataclasses import dataclass - -from loguru import logger - -from .openai import OpenAIRealtimeBetaLLMService - -try: - from websockets.asyncio.client import connect as websocket_connect -except ModuleNotFoundError as e: - logger.error(f"Exception: {e}") - logger.error( - "In order to use OpenAI, you need to `pip install pipecat-ai[openai]`. Also, set `OPENAI_API_KEY` environment variable." - ) - raise Exception(f"Missing module: {e}") - - -@dataclass -class AzureRealtimeBetaLLMSettings(OpenAIRealtimeBetaLLMService.Settings): - """Settings for AzureRealtimeBetaLLMService.""" - - pass - - -class AzureRealtimeBetaLLMService(OpenAIRealtimeBetaLLMService): - """Azure OpenAI Realtime Beta LLM service with Azure-specific authentication. - - .. deprecated:: 0.0.84 - `AzureRealtimeBetaLLMService` is deprecated, use `AzureRealtimeLLMService` instead. - This class will be removed in version 1.0.0. - - Extends the OpenAI Realtime service to work with Azure OpenAI endpoints, - using Azure's authentication headers and endpoint format. Provides the same - real-time audio and text communication capabilities as the base OpenAI service. - """ - - Settings = AzureRealtimeBetaLLMSettings - _settings: Settings - - def __init__( - self, - *, - api_key: str, - base_url: str, - **kwargs, - ): - """Initialize Azure Realtime Beta LLM service. - - Args: - api_key: The API key for the Azure OpenAI service. - base_url: The full Azure WebSocket endpoint URL including api-version and deployment. - Example: "wss://my-project.openai.azure.com/openai/realtime?api-version=2024-10-01-preview&deployment=my-realtime-deployment" - **kwargs: Additional arguments passed to parent OpenAIRealtimeBetaLLMService. - """ - super().__init__(base_url=base_url, api_key=api_key, **kwargs) - - with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "AzureRealtimeBetaLLMService is deprecated and will be removed in version 1.0.0. " - "Use AzureRealtimeLLMService instead.", - DeprecationWarning, - stacklevel=2, - ) - - self.api_key = api_key - self.base_url = base_url - - async def _connect(self): - try: - if self._websocket: - # Here we assume that if we have a websocket, we are connected. We - # handle disconnections in the send/recv code paths. - return - - logger.info(f"Connecting to {self.base_url}") - self._websocket = await websocket_connect( - uri=self.base_url, - additional_headers={ - "api-key": self.api_key, - }, - ) - self._receive_task = self.create_task(self._receive_task_handler()) - except Exception as e: - await self.push_error(error_msg=f"Error connecting: {e}", exception=e) - self._websocket = None diff --git a/src/pipecat/services/openai_realtime_beta/context.py b/src/pipecat/services/openai_realtime_beta/context.py deleted file mode 100644 index a1bbd6c92..000000000 --- a/src/pipecat/services/openai_realtime_beta/context.py +++ /dev/null @@ -1,272 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""OpenAI Realtime LLM context and aggregator implementations.""" - -import copy -import json - -from loguru import logger - -from pipecat.frames.frames import ( - Frame, - FunctionCallResultFrame, - InterimTranscriptionFrame, - LLMMessagesUpdateFrame, - LLMSetToolsFrame, - LLMTextFrame, - TranscriptionFrame, -) -from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext -from pipecat.processors.frame_processor import FrameDirection -from pipecat.services.openai.llm import ( - OpenAIAssistantContextAggregator, - OpenAIUserContextAggregator, -) - -from . import events -from .frames import RealtimeFunctionCallResultFrame, RealtimeMessagesUpdateFrame - - -class OpenAIRealtimeLLMContext(OpenAILLMContext): - """OpenAI Realtime LLM context with session management and message conversion. - - Extends the standard OpenAI LLM context to support real-time session properties, - instruction management, and conversion between standard message formats and - realtime conversation items. - """ - - def __init__(self, messages=None, tools=None, **kwargs): - """Initialize the OpenAIRealtimeLLMContext. - - Args: - messages: Initial conversation messages. Defaults to None. - tools: Available function tools. Defaults to None. - **kwargs: Additional arguments passed to parent OpenAILLMContext. - """ - super().__init__(messages=messages, tools=tools, **kwargs) - self.__setup_local() - - def __setup_local(self): - self.llm_needs_settings_update = True - self.llm_needs_initial_messages = True - self._session_instructions = "" - - return - - @staticmethod - def upgrade_to_realtime(obj: OpenAILLMContext) -> "OpenAIRealtimeLLMContext": - """Upgrade a standard OpenAI LLM context to a realtime context. - - Args: - obj: The OpenAILLMContext instance to upgrade. - - Returns: - The upgraded OpenAIRealtimeLLMContext instance. - """ - if isinstance(obj, OpenAILLMContext) and not isinstance(obj, OpenAIRealtimeLLMContext): - obj.__class__ = OpenAIRealtimeLLMContext - obj.__setup_local() - return obj - - # todo - # - finish implementing all frames - - def from_standard_message(self, message): - """Convert a standard message format to a realtime conversation item. - - Args: - message: The standard message dictionary to convert. - - Returns: - A ConversationItem instance for the realtime API. - """ - if message.get("role") == "user": - content = message.get("content") - if isinstance(message.get("content"), list): - content = "" - for c in message.get("content"): - if c.get("type") == "text": - content += " " + c.get("text") - else: - logger.error( - f"Unhandled content type in context message: {c.get('type')} - {message}" - ) - return events.ConversationItem( - role="user", - type="message", - content=[events.ItemContent(type="input_text", text=content)], - ) - if message.get("role") == "assistant" and message.get("tool_calls"): - tc = message.get("tool_calls")[0] - return events.ConversationItem( - type="function_call", - call_id=tc["id"], - name=tc["function"]["name"], - arguments=tc["function"]["arguments"], - ) - logger.error(f"Unhandled message type in from_standard_message: {message}") - - def get_messages_for_initializing_history(self): - """Get conversation items for initializing the realtime session history. - - Converts the context's messages to a format suitable for the realtime API, - handling system instructions and conversation history packaging. - - Returns: - List of conversation items for session initialization. - """ - # We can't load a long conversation history into the openai realtime api yet. (The API/model - # forgets that it can do audio, if you do a series of `conversation.item.create` calls.) So - # our general strategy until this is fixed is just to put everything into a first "user" - # message as a single input. - if not self.messages: - return [] - - messages = copy.deepcopy(self.messages) - - # If we have a "system" message as our first message, let's pull that out into session - # "instructions" - if messages[0].get("role") == "system": - self.llm_needs_settings_update = True - system = messages.pop(0) - content = system.get("content") - if isinstance(content, str): - self._session_instructions = content - elif isinstance(content, list): - self._session_instructions = content[0].get("text") - if not messages: - return [] - - # If we have just a single "user" item, we can just send it normally - if len(messages) == 1 and messages[0].get("role") == "user": - return [self.from_standard_message(messages[0])] - - # Otherwise, let's pack everything into a single "user" message with a bit of - # explanation for the LLM - intro_text = """ - This is a previously saved conversation. Please treat this conversation history as a - starting point for the current conversation.""" - - trailing_text = """ - This is the end of the previously saved conversation. Please continue the conversation - from here. If the last message is a user instruction or question, act on that instruction - or answer the question. If the last message is an assistant response, simple say that you - are ready to continue the conversation.""" - - return [ - { - "role": "user", - "type": "message", - "content": [ - { - "type": "input_text", - "text": "\n\n".join( - [intro_text, json.dumps(messages, indent=2), trailing_text] - ), - } - ], - } - ] - - def add_user_content_item_as_message(self, item): - """Add a user content item as a standard message to the context. - - Args: - item: The conversation item to add as a user message. - """ - message = { - "role": "user", - "content": [{"type": "text", "text": item.content[0].transcript}], - } - self.add_message(message) - - -class OpenAIRealtimeUserContextAggregator(OpenAIUserContextAggregator): - """User context aggregator for OpenAI Realtime API. - - Handles user input frames and generates appropriate context updates - for the realtime conversation, including message updates and tool settings. - - Args: - context: The OpenAI realtime LLM context. - **kwargs: Additional arguments passed to parent aggregator. - """ - - async def process_frame( - self, frame: Frame, direction: FrameDirection = FrameDirection.DOWNSTREAM - ): - """Process incoming frames and handle realtime-specific frame types. - - Args: - frame: The frame to process. - direction: The direction of frame flow in the pipeline. - """ - await super().process_frame(frame, direction) - # Parent does not push LLMMessagesUpdateFrame. This ensures that in a typical pipeline, - # messages are only processed by the user context aggregator, which is generally what we want. But - # we also need to send new messages over the websocket, so the openai realtime API has them - # in its context. - if isinstance(frame, LLMMessagesUpdateFrame): - await self.push_frame(RealtimeMessagesUpdateFrame(context=self._context)) - - # Parent also doesn't push the LLMSetToolsFrame. - if isinstance(frame, LLMSetToolsFrame): - await self.push_frame(frame, direction) - - async def push_aggregation(self): - """Push user input aggregation. - - Currently ignores all user input coming into the pipeline as realtime - audio input is handled directly by the service. - """ - # for the moment, ignore all user input coming into the pipeline. - # todo: think about whether/how to fix this to allow for text input from - # upstream (transport/transcription, or other sources) - pass - - -class OpenAIRealtimeAssistantContextAggregator(OpenAIAssistantContextAggregator): - """Assistant context aggregator for OpenAI Realtime API. - - Handles assistant output frames from the realtime service, filtering - out duplicate text frames and managing function call results. - - Args: - context: The OpenAI realtime LLM context. - **kwargs: Additional arguments passed to parent aggregator. - """ - - # The LLMAssistantContextAggregator uses TextFrames to aggregate the LLM output, - # but the OpenAIRealtimeLLMService pushes LLMTextFrames and TTSTextFrames. We - # need to override this proces_frame for LLMTextFrame, so that only the TTSTextFrames - # are process. This ensures that the context gets only one set of messages. - # OpenAIRealtimeLLMService also pushes TranscriptionFrames and InterimTranscriptionFrames, - # so we need to ignore pushing those as well, as they're also TextFrames. - async def process_frame(self, frame: Frame, direction: FrameDirection): - """Process assistant frames, filtering out duplicate text content. - - Args: - frame: The frame to process. - direction: The direction of frame flow in the pipeline. - """ - if not isinstance(frame, (LLMTextFrame, TranscriptionFrame, InterimTranscriptionFrame)): - await super().process_frame(frame, direction) - - async def handle_function_call_result(self, frame: FunctionCallResultFrame): - """Handle function call result and notify the realtime service. - - Args: - frame: The function call result frame to handle. - """ - await super().handle_function_call_result(frame) - - # The standard function callback code path pushes the FunctionCallResultFrame from the llm itself, - # so we didn't have a chance to add the result to the openai realtime api context. Let's push a - # special frame to do that. - await self.push_frame( - RealtimeFunctionCallResultFrame(result_frame=frame), FrameDirection.UPSTREAM - ) diff --git a/src/pipecat/services/openai_realtime_beta/events.py b/src/pipecat/services/openai_realtime_beta/events.py deleted file mode 100644 index 596a11a3b..000000000 --- a/src/pipecat/services/openai_realtime_beta/events.py +++ /dev/null @@ -1,978 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Event models and data structures for OpenAI Realtime API communication.""" - -import json -import uuid -from typing import Any, Dict, List, Literal, Optional, Union - -from pydantic import BaseModel, ConfigDict, Field - -# -# session properties -# - - -class InputAudioTranscription(BaseModel): - """Configuration for audio transcription settings.""" - - model: str = "gpt-4o-transcribe" - language: Optional[str] - prompt: Optional[str] - - def __init__( - self, - model: Optional[str] = "gpt-4o-transcribe", - language: Optional[str] = None, - prompt: Optional[str] = None, - ): - """Initialize InputAudioTranscription. - - Args: - model: Transcription model to use (e.g., "gpt-4o-transcribe", "whisper-1"). - language: Optional language code for transcription. - prompt: Optional transcription hint text. - """ - super().__init__(model=model, language=language, prompt=prompt) - - -class TurnDetection(BaseModel): - """Server-side voice activity detection configuration. - - Parameters: - type: Detection type, must be "server_vad". - threshold: Voice activity detection threshold (0.0-1.0). Defaults to 0.5. - prefix_padding_ms: Padding before speech starts in milliseconds. Defaults to 300. - silence_duration_ms: Silence duration to detect speech end in milliseconds. Defaults to 800. - """ - - type: Optional[Literal["server_vad"]] = "server_vad" - threshold: Optional[float] = 0.5 - prefix_padding_ms: Optional[int] = 300 - silence_duration_ms: Optional[int] = 800 - - -class SemanticTurnDetection(BaseModel): - """Semantic-based turn detection configuration. - - Parameters: - type: Detection type, must be "semantic_vad". - eagerness: Turn detection eagerness level. Can be "low", "medium", "high", or "auto". - create_response: Whether to automatically create responses on turn detection. - interrupt_response: Whether to interrupt ongoing responses on turn detection. - """ - - type: Optional[Literal["semantic_vad"]] = "semantic_vad" - eagerness: Optional[Literal["low", "medium", "high", "auto"]] = None - create_response: Optional[bool] = None - interrupt_response: Optional[bool] = None - - -class InputAudioNoiseReduction(BaseModel): - """Input audio noise reduction configuration. - - Parameters: - type: Noise reduction type for different microphone scenarios. - """ - - type: Optional[Literal["near_field", "far_field"]] - - -class SessionProperties(BaseModel): - """Configuration properties for an OpenAI Realtime session. - - Parameters: - modalities: Communication modalities to enable (text, audio, or both). - instructions: System instructions for the assistant. - voice: Voice ID for text-to-speech output. - input_audio_format: Format for input audio data. - output_audio_format: Format for output audio data. - input_audio_transcription: Configuration for input audio transcription. - input_audio_noise_reduction: Configuration for input audio noise reduction. - turn_detection: Turn detection configuration or False to disable. - tools: Available function tools for the assistant. - tool_choice: Tool usage strategy ("auto", "none", or "required"). - temperature: Sampling temperature for response generation. - max_response_output_tokens: Maximum tokens in response or "inf" for unlimited. - """ - - modalities: Optional[List[Literal["text", "audio"]]] = None - instructions: Optional[str] = None - voice: Optional[str] = None - input_audio_format: Optional[Literal["pcm16", "g711_ulaw", "g711_alaw"]] = None - output_audio_format: Optional[Literal["pcm16", "g711_ulaw", "g711_alaw"]] = None - input_audio_transcription: Optional[InputAudioTranscription] = None - input_audio_noise_reduction: Optional[InputAudioNoiseReduction] = None - # set turn_detection to False to disable turn detection - turn_detection: Optional[Union[TurnDetection, SemanticTurnDetection, bool]] = Field( - default=None - ) - tools: Optional[List[Dict]] = None - tool_choice: Optional[Literal["auto", "none", "required"]] = None - temperature: Optional[float] = None - max_response_output_tokens: Optional[Union[int, Literal["inf"]]] = None - - -# -# context -# - - -class ItemContent(BaseModel): - """Content within a conversation item. - - Parameters: - type: Content type (text, audio, input_text, or input_audio). - text: Text content for text-based items. - audio: Base64-encoded audio data for audio items. - transcript: Transcribed text for audio items. - """ - - type: Literal["text", "audio", "input_text", "input_audio"] - text: Optional[str] = None - audio: Optional[str] = None # base64-encoded audio - transcript: Optional[str] = None - - -class ConversationItem(BaseModel): - """A conversation item in the realtime session. - - Parameters: - id: Unique identifier for the item, auto-generated if not provided. - object: Object type identifier for the realtime API. - type: Item type (message, function_call, or function_call_output). - status: Current status of the item. - role: Speaker role for message items (user, assistant, or system). - content: Content list for message items. - call_id: Function call identifier for function_call items. - name: Function name for function_call items. - arguments: Function arguments as JSON string for function_call items. - output: Function output as JSON string for function_call_output items. - """ - - id: str = Field(default_factory=lambda: str(uuid.uuid4().hex)) - object: Optional[Literal["realtime.item"]] = None - type: Literal["message", "function_call", "function_call_output"] - status: Optional[Literal["completed", "in_progress", "incomplete"]] = None - # role and content are present for message items - role: Optional[Literal["user", "assistant", "system"]] = None - content: Optional[List[ItemContent]] = None - # these four fields are present for function_call items - call_id: Optional[str] = None - name: Optional[str] = None - arguments: Optional[str] = None - output: Optional[str] = None - - -class RealtimeConversation(BaseModel): - """A realtime conversation session. - - Parameters: - id: Unique identifier for the conversation. - object: Object type identifier, always "realtime.conversation". - """ - - id: str - object: Literal["realtime.conversation"] - - -class ResponseProperties(BaseModel): - """Properties for configuring assistant responses. - - Parameters: - modalities: Output modalities for the response. Defaults to ["audio", "text"]. - instructions: Specific instructions for this response. - voice: Voice ID for text-to-speech in this response. - output_audio_format: Audio format for this response. - tools: Available tools for this response. - tool_choice: Tool usage strategy for this response. - temperature: Sampling temperature for this response. - max_response_output_tokens: Maximum tokens for this response. - """ - - modalities: Optional[List[Literal["text", "audio"]]] = ["audio", "text"] - instructions: Optional[str] = None - voice: Optional[str] = None - output_audio_format: Optional[Literal["pcm16", "g711_ulaw", "g711_alaw"]] = None - tools: Optional[List[Dict]] = Field(default_factory=list) - tool_choice: Optional[Literal["auto", "none", "required"]] = None - temperature: Optional[float] = None - max_response_output_tokens: Optional[Union[int, Literal["inf"]]] = None - - -# -# error class -# -class RealtimeError(BaseModel): - """Error information from the realtime API. - - Parameters: - type: Error type identifier. - code: Specific error code. - message: Human-readable error message. - param: Parameter name that caused the error, if applicable. - event_id: Event ID associated with the error, if applicable. - """ - - type: str - code: Optional[str] = "" - message: str - param: Optional[str] = None - event_id: Optional[str] = None - - -# -# client events -# - - -class ClientEvent(BaseModel): - """Base class for client events sent to the realtime API. - - Parameters: - event_id: Unique identifier for the event, auto-generated if not provided. - """ - - event_id: str = Field(default_factory=lambda: str(uuid.uuid4())) - - -class SessionUpdateEvent(ClientEvent): - """Event to update session properties. - - Parameters: - type: Event type, always "session.update". - session: Updated session properties. - """ - - type: Literal["session.update"] = "session.update" - session: SessionProperties - - def model_dump(self, *args, **kwargs) -> Dict[str, Any]: - """Serialize the event to a dictionary. - - Handles special serialization for turn_detection where False becomes null. - - Args: - *args: Positional arguments passed to parent model_dump. - **kwargs: Keyword arguments passed to parent model_dump. - - Returns: - Dictionary representation of the event. - """ - dump = super().model_dump(*args, **kwargs) - - # Handle turn_detection so that False is serialized as null - if "turn_detection" in dump["session"]: - if dump["session"]["turn_detection"] is False: - dump["session"]["turn_detection"] = None - - return dump - - -class InputAudioBufferAppendEvent(ClientEvent): - """Event to append audio data to the input buffer. - - Parameters: - type: Event type, always "input_audio_buffer.append". - audio: Base64-encoded audio data to append. - """ - - type: Literal["input_audio_buffer.append"] = "input_audio_buffer.append" - audio: str # base64-encoded audio - - -class InputAudioBufferCommitEvent(ClientEvent): - """Event to commit the current input audio buffer. - - Parameters: - type: Event type, always "input_audio_buffer.commit". - """ - - type: Literal["input_audio_buffer.commit"] = "input_audio_buffer.commit" - - -class InputAudioBufferClearEvent(ClientEvent): - """Event to clear the input audio buffer. - - Parameters: - type: Event type, always "input_audio_buffer.clear". - """ - - type: Literal["input_audio_buffer.clear"] = "input_audio_buffer.clear" - - -class ConversationItemCreateEvent(ClientEvent): - """Event to create a new conversation item. - - Parameters: - type: Event type, always "conversation.item.create". - previous_item_id: ID of the item to insert after, if any. - item: The conversation item to create. - """ - - type: Literal["conversation.item.create"] = "conversation.item.create" - previous_item_id: Optional[str] = None - item: ConversationItem - - -class ConversationItemTruncateEvent(ClientEvent): - """Event to truncate a conversation item's audio content. - - Parameters: - type: Event type, always "conversation.item.truncate". - item_id: ID of the item to truncate. - content_index: Index of the content to truncate within the item. - audio_end_ms: End time in milliseconds for the truncated audio. - """ - - type: Literal["conversation.item.truncate"] = "conversation.item.truncate" - item_id: str - content_index: int - audio_end_ms: int - - -class ConversationItemDeleteEvent(ClientEvent): - """Event to delete a conversation item. - - Parameters: - type: Event type, always "conversation.item.delete". - item_id: ID of the item to delete. - """ - - type: Literal["conversation.item.delete"] = "conversation.item.delete" - item_id: str - - -class ConversationItemRetrieveEvent(ClientEvent): - """Event to retrieve a conversation item by ID. - - Parameters: - type: Event type, always "conversation.item.retrieve". - item_id: ID of the item to retrieve. - """ - - type: Literal["conversation.item.retrieve"] = "conversation.item.retrieve" - item_id: str - - -class ResponseCreateEvent(ClientEvent): - """Event to create a new assistant response. - - Parameters: - type: Event type, always "response.create". - response: Optional response configuration properties. - """ - - type: Literal["response.create"] = "response.create" - response: Optional[ResponseProperties] = None - - -class ResponseCancelEvent(ClientEvent): - """Event to cancel the current assistant response. - - Parameters: - type: Event type, always "response.cancel". - """ - - type: Literal["response.cancel"] = "response.cancel" - - -# -# server events -# - - -class ServerEvent(BaseModel): - """Base class for server events received from the realtime API. - - Parameters: - event_id: Unique identifier for the event. - type: Type of the server event. - """ - - model_config = ConfigDict(arbitrary_types_allowed=True) - - event_id: str - type: str - - -class SessionCreatedEvent(ServerEvent): - """Event indicating a session has been created. - - Parameters: - type: Event type, always "session.created". - session: The created session properties. - """ - - type: Literal["session.created"] - session: SessionProperties - - -class SessionUpdatedEvent(ServerEvent): - """Event indicating a session has been updated. - - Parameters: - type: Event type, always "session.updated". - session: The updated session properties. - """ - - type: Literal["session.updated"] - session: SessionProperties - - -class ConversationCreated(ServerEvent): - """Event indicating a conversation has been created. - - Parameters: - type: Event type, always "conversation.created". - conversation: The created conversation. - """ - - type: Literal["conversation.created"] - conversation: RealtimeConversation - - -class ConversationItemCreated(ServerEvent): - """Event indicating a conversation item has been created. - - Parameters: - type: Event type, always "conversation.item.created". - previous_item_id: ID of the previous item, if any. - item: The created conversation item. - """ - - type: Literal["conversation.item.created"] - previous_item_id: Optional[str] = None - item: ConversationItem - - -class ConversationItemInputAudioTranscriptionDelta(ServerEvent): - """Event containing incremental input audio transcription. - - Parameters: - type: Event type, always "conversation.item.input_audio_transcription.delta". - item_id: ID of the conversation item being transcribed. - content_index: Index of the content within the item. - delta: Incremental transcription text. - """ - - type: Literal["conversation.item.input_audio_transcription.delta"] - item_id: str - content_index: int - delta: str - - -class ConversationItemInputAudioTranscriptionCompleted(ServerEvent): - """Event indicating input audio transcription is complete. - - Parameters: - type: Event type, always "conversation.item.input_audio_transcription.completed". - item_id: ID of the conversation item that was transcribed. - content_index: Index of the content within the item. - transcript: Complete transcription text. - """ - - type: Literal["conversation.item.input_audio_transcription.completed"] - item_id: str - content_index: int - transcript: str - - -class ConversationItemInputAudioTranscriptionFailed(ServerEvent): - """Event indicating input audio transcription failed. - - Parameters: - type: Event type, always "conversation.item.input_audio_transcription.failed". - item_id: ID of the conversation item that failed transcription. - content_index: Index of the content within the item. - error: Error details for the transcription failure. - """ - - type: Literal["conversation.item.input_audio_transcription.failed"] - item_id: str - content_index: int - error: RealtimeError - - -class ConversationItemTruncated(ServerEvent): - """Event indicating a conversation item has been truncated. - - Parameters: - type: Event type, always "conversation.item.truncated". - item_id: ID of the truncated conversation item. - content_index: Index of the content within the item. - audio_end_ms: End time in milliseconds for the truncated audio. - """ - - type: Literal["conversation.item.truncated"] - item_id: str - content_index: int - audio_end_ms: int - - -class ConversationItemDeleted(ServerEvent): - """Event indicating a conversation item has been deleted. - - Parameters: - type: Event type, always "conversation.item.deleted". - item_id: ID of the deleted conversation item. - """ - - type: Literal["conversation.item.deleted"] - item_id: str - - -class ConversationItemRetrieved(ServerEvent): - """Event containing a retrieved conversation item. - - Parameters: - type: Event type, always "conversation.item.retrieved". - item: The retrieved conversation item. - """ - - type: Literal["conversation.item.retrieved"] - item: ConversationItem - - -class ResponseCreated(ServerEvent): - """Event indicating an assistant response has been created. - - Parameters: - type: Event type, always "response.created". - response: The created response object. - """ - - type: Literal["response.created"] - response: "Response" - - -class ResponseDone(ServerEvent): - """Event indicating an assistant response is complete. - - Parameters: - type: Event type, always "response.done". - response: The completed response object. - """ - - type: Literal["response.done"] - response: "Response" - - -class ResponseOutputItemAdded(ServerEvent): - """Event indicating an output item has been added to a response. - - Parameters: - type: Event type, always "response.output_item.added". - response_id: ID of the response. - output_index: Index of the output item. - item: The added conversation item. - """ - - type: Literal["response.output_item.added"] - response_id: str - output_index: int - item: ConversationItem - - -class ResponseOutputItemDone(ServerEvent): - """Event indicating an output item is complete. - - Parameters: - type: Event type, always "response.output_item.done". - response_id: ID of the response. - output_index: Index of the output item. - item: The completed conversation item. - """ - - type: Literal["response.output_item.done"] - response_id: str - output_index: int - item: ConversationItem - - -class ResponseContentPartAdded(ServerEvent): - """Event indicating a content part has been added to a response. - - Parameters: - type: Event type, always "response.content_part.added". - response_id: ID of the response. - item_id: ID of the conversation item. - output_index: Index of the output item. - content_index: Index of the content part. - part: The added content part. - """ - - type: Literal["response.content_part.added"] - response_id: str - item_id: str - output_index: int - content_index: int - part: ItemContent - - -class ResponseContentPartDone(ServerEvent): - """Event indicating a content part is complete. - - Parameters: - type: Event type, always "response.content_part.done". - response_id: ID of the response. - item_id: ID of the conversation item. - output_index: Index of the output item. - content_index: Index of the content part. - part: The completed content part. - """ - - type: Literal["response.content_part.done"] - response_id: str - item_id: str - output_index: int - content_index: int - part: ItemContent - - -class ResponseTextDelta(ServerEvent): - """Event containing incremental text from a response. - - Parameters: - type: Event type, always "response.text.delta". - response_id: ID of the response. - item_id: ID of the conversation item. - output_index: Index of the output item. - content_index: Index of the content part. - delta: Incremental text content. - """ - - type: Literal["response.text.delta"] - response_id: str - item_id: str - output_index: int - content_index: int - delta: str - - -class ResponseTextDone(ServerEvent): - """Event indicating text content is complete. - - Parameters: - type: Event type, always "response.text.done". - response_id: ID of the response. - item_id: ID of the conversation item. - output_index: Index of the output item. - content_index: Index of the content part. - text: Complete text content. - """ - - type: Literal["response.text.done"] - response_id: str - item_id: str - output_index: int - content_index: int - text: str - - -class ResponseAudioTranscriptDelta(ServerEvent): - """Event containing incremental audio transcript from a response. - - Parameters: - type: Event type, always "response.audio_transcript.delta". - response_id: ID of the response. - item_id: ID of the conversation item. - output_index: Index of the output item. - content_index: Index of the content part. - delta: Incremental transcript text. - """ - - type: Literal["response.audio_transcript.delta"] - response_id: str - item_id: str - output_index: int - content_index: int - delta: str - - -class ResponseAudioTranscriptDone(ServerEvent): - """Event indicating audio transcript is complete. - - Parameters: - type: Event type, always "response.audio_transcript.done". - response_id: ID of the response. - item_id: ID of the conversation item. - output_index: Index of the output item. - content_index: Index of the content part. - transcript: Complete transcript text. - """ - - type: Literal["response.audio_transcript.done"] - response_id: str - item_id: str - output_index: int - content_index: int - transcript: str - - -class ResponseAudioDelta(ServerEvent): - """Event containing incremental audio data from a response. - - Parameters: - type: Event type, always "response.audio.delta". - response_id: ID of the response. - item_id: ID of the conversation item. - output_index: Index of the output item. - content_index: Index of the content part. - delta: Base64-encoded incremental audio data. - """ - - type: Literal["response.audio.delta"] - response_id: str - item_id: str - output_index: int - content_index: int - delta: str # base64-encoded audio - - -class ResponseAudioDone(ServerEvent): - """Event indicating audio content is complete. - - Parameters: - type: Event type, always "response.audio.done". - response_id: ID of the response. - item_id: ID of the conversation item. - output_index: Index of the output item. - content_index: Index of the content part. - """ - - type: Literal["response.audio.done"] - response_id: str - item_id: str - output_index: int - content_index: int - - -class ResponseFunctionCallArgumentsDelta(ServerEvent): - """Event containing incremental function call arguments. - - Parameters: - type: Event type, always "response.function_call_arguments.delta". - response_id: ID of the response. - item_id: ID of the conversation item. - output_index: Index of the output item. - call_id: ID of the function call. - delta: Incremental function arguments as JSON. - """ - - type: Literal["response.function_call_arguments.delta"] - response_id: str - item_id: str - output_index: int - call_id: str - delta: str - - -class ResponseFunctionCallArgumentsDone(ServerEvent): - """Event indicating function call arguments are complete. - - Parameters: - type: Event type, always "response.function_call_arguments.done". - response_id: ID of the response. - item_id: ID of the conversation item. - output_index: Index of the output item. - call_id: ID of the function call. - arguments: Complete function arguments as JSON string. - """ - - type: Literal["response.function_call_arguments.done"] - response_id: str - item_id: str - output_index: int - call_id: str - arguments: str - - -class InputAudioBufferSpeechStarted(ServerEvent): - """Event indicating speech has started in the input audio buffer. - - Parameters: - type: Event type, always "input_audio_buffer.speech_started". - audio_start_ms: Start time of speech in milliseconds. - item_id: ID of the associated conversation item. - """ - - type: Literal["input_audio_buffer.speech_started"] - audio_start_ms: int - item_id: str - - -class InputAudioBufferSpeechStopped(ServerEvent): - """Event indicating speech has stopped in the input audio buffer. - - Parameters: - type: Event type, always "input_audio_buffer.speech_stopped". - audio_end_ms: End time of speech in milliseconds. - item_id: ID of the associated conversation item. - """ - - type: Literal["input_audio_buffer.speech_stopped"] - audio_end_ms: int - item_id: str - - -class InputAudioBufferCommitted(ServerEvent): - """Event indicating the input audio buffer has been committed. - - Parameters: - type: Event type, always "input_audio_buffer.committed". - previous_item_id: ID of the previous item, if any. - item_id: ID of the committed conversation item. - """ - - type: Literal["input_audio_buffer.committed"] - previous_item_id: Optional[str] = None - item_id: str - - -class InputAudioBufferCleared(ServerEvent): - """Event indicating the input audio buffer has been cleared. - - Parameters: - type: Event type, always "input_audio_buffer.cleared". - """ - - type: Literal["input_audio_buffer.cleared"] - - -class ErrorEvent(ServerEvent): - """Event indicating an error occurred. - - Parameters: - type: Event type, always "error". - error: Error details. - """ - - type: Literal["error"] - error: RealtimeError - - -class RateLimitsUpdated(ServerEvent): - """Event indicating rate limits have been updated. - - Parameters: - type: Event type, always "rate_limits.updated". - rate_limits: List of rate limit information. - """ - - type: Literal["rate_limits.updated"] - rate_limits: List[Dict[str, Any]] - - -class TokenDetails(BaseModel): - """Detailed token usage information. - - Parameters: - cached_tokens: Number of cached tokens used. Defaults to 0. - text_tokens: Number of text tokens used. Defaults to 0. - audio_tokens: Number of audio tokens used. Defaults to 0. - """ - - model_config = ConfigDict(extra="allow") - - cached_tokens: Optional[int] = 0 - text_tokens: Optional[int] = 0 - audio_tokens: Optional[int] = 0 - - -class Usage(BaseModel): - """Token usage statistics for a response. - - Parameters: - total_tokens: Total number of tokens used. - input_tokens: Number of input tokens used. - output_tokens: Number of output tokens used. - input_token_details: Detailed breakdown of input token usage. - output_token_details: Detailed breakdown of output token usage. - """ - - total_tokens: int - input_tokens: int - output_tokens: int - input_token_details: TokenDetails - output_token_details: TokenDetails - - -class Response(BaseModel): - """A complete assistant response. - - Parameters: - id: Unique identifier for the response. - object: Object type, always "realtime.response". - status: Current status of the response. - status_details: Additional status information. - output: List of conversation items in the response. - usage: Token usage statistics for the response. - """ - - id: str - object: Literal["realtime.response"] - status: Literal["completed", "in_progress", "incomplete", "cancelled", "failed"] - status_details: Any - output: List[ConversationItem] - usage: Optional[Usage] = None - - -_server_event_types = { - "error": ErrorEvent, - "session.created": SessionCreatedEvent, - "session.updated": SessionUpdatedEvent, - "conversation.created": ConversationCreated, - "input_audio_buffer.committed": InputAudioBufferCommitted, - "input_audio_buffer.cleared": InputAudioBufferCleared, - "input_audio_buffer.speech_started": InputAudioBufferSpeechStarted, - "input_audio_buffer.speech_stopped": InputAudioBufferSpeechStopped, - "conversation.item.created": ConversationItemCreated, - "conversation.item.input_audio_transcription.delta": ConversationItemInputAudioTranscriptionDelta, - "conversation.item.input_audio_transcription.completed": ConversationItemInputAudioTranscriptionCompleted, - "conversation.item.input_audio_transcription.failed": ConversationItemInputAudioTranscriptionFailed, - "conversation.item.truncated": ConversationItemTruncated, - "conversation.item.deleted": ConversationItemDeleted, - "conversation.item.retrieved": ConversationItemRetrieved, - "response.created": ResponseCreated, - "response.done": ResponseDone, - "response.output_item.added": ResponseOutputItemAdded, - "response.output_item.done": ResponseOutputItemDone, - "response.content_part.added": ResponseContentPartAdded, - "response.content_part.done": ResponseContentPartDone, - "response.text.delta": ResponseTextDelta, - "response.text.done": ResponseTextDone, - "response.audio_transcript.delta": ResponseAudioTranscriptDelta, - "response.audio_transcript.done": ResponseAudioTranscriptDone, - "response.audio.delta": ResponseAudioDelta, - "response.audio.done": ResponseAudioDone, - "response.function_call_arguments.delta": ResponseFunctionCallArgumentsDelta, - "response.function_call_arguments.done": ResponseFunctionCallArgumentsDone, - "rate_limits.updated": RateLimitsUpdated, -} - - -def parse_server_event(str): - """Parse a server event from JSON string. - - Args: - str: JSON string containing the server event. - - Returns: - Parsed server event object of the appropriate type. - - Raises: - Exception: If the event type is unimplemented or parsing fails. - """ - try: - event = json.loads(str) - event_type = event["type"] - if event_type not in _server_event_types: - raise Exception(f"Unimplemented server event type: {event_type}") - return _server_event_types[event_type].model_validate(event) - except Exception as e: - raise Exception(f"{e} \n\n{str}") diff --git a/src/pipecat/services/openai_realtime_beta/frames.py b/src/pipecat/services/openai_realtime_beta/frames.py deleted file mode 100644 index 02ef64000..000000000 --- a/src/pipecat/services/openai_realtime_beta/frames.py +++ /dev/null @@ -1,37 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Custom frame types for OpenAI Realtime API integration.""" - -from dataclasses import dataclass -from typing import TYPE_CHECKING - -from pipecat.frames.frames import DataFrame, FunctionCallResultFrame - -if TYPE_CHECKING: - from pipecat.services.openai_realtime_beta.context import OpenAIRealtimeLLMContext - - -@dataclass -class RealtimeMessagesUpdateFrame(DataFrame): - """Frame indicating that the realtime context messages have been updated. - - Parameters: - context: The updated OpenAI realtime LLM context. - """ - - context: "OpenAIRealtimeLLMContext" - - -@dataclass -class RealtimeFunctionCallResultFrame(DataFrame): - """Frame containing function call results for the realtime service. - - Parameters: - result_frame: The function call result frame to send to the realtime API. - """ - - result_frame: FunctionCallResultFrame diff --git a/src/pipecat/services/openai_realtime_beta/openai.py b/src/pipecat/services/openai_realtime_beta/openai.py deleted file mode 100644 index 0d20039b1..000000000 --- a/src/pipecat/services/openai_realtime_beta/openai.py +++ /dev/null @@ -1,858 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""OpenAI Realtime Beta LLM service implementation with WebSocket support.""" - -import base64 -import json -import time -import warnings -from dataclasses import dataclass -from typing import Optional - -from loguru import logger - -from pipecat.adapters.services.open_ai_realtime_adapter import OpenAIRealtimeLLMAdapter -from pipecat.frames.frames import ( - AggregationType, - BotStoppedSpeakingFrame, - CancelFrame, - EndFrame, - ErrorFrame, - Frame, - InputAudioRawFrame, - InterimTranscriptionFrame, - InterruptionFrame, - LLMContextFrame, - LLMFullResponseEndFrame, - LLMFullResponseStartFrame, - LLMMessagesAppendFrame, - LLMSetToolsFrame, - LLMTextFrame, - LLMUpdateSettingsFrame, - StartFrame, - TranscriptionFrame, - TTSAudioRawFrame, - TTSStartedFrame, - TTSStoppedFrame, - TTSTextFrame, - UserStartedSpeakingFrame, - UserStoppedSpeakingFrame, -) -from pipecat.metrics.metrics import LLMTokenUsage -from pipecat.processors.aggregators.llm_response import ( - LLMAssistantAggregatorParams, - LLMUserAggregatorParams, -) -from pipecat.processors.aggregators.openai_llm_context import ( - OpenAILLMContext, - OpenAILLMContextFrame, -) -from pipecat.processors.frame_processor import FrameDirection -from pipecat.services.llm_service import FunctionCallFromLLM, LLMService -from pipecat.services.openai.llm import OpenAIContextAggregatorPair -from pipecat.services.settings import LLMSettings -from pipecat.transcriptions.language import Language -from pipecat.utils.time import time_now_iso8601 -from pipecat.utils.tracing.service_decorators import traced_openai_realtime, traced_stt - -from . import events -from .context import ( - OpenAIRealtimeAssistantContextAggregator, - OpenAIRealtimeLLMContext, - OpenAIRealtimeUserContextAggregator, -) -from .frames import RealtimeFunctionCallResultFrame, RealtimeMessagesUpdateFrame - -try: - from websockets.asyncio.client import connect as websocket_connect -except ModuleNotFoundError as e: - logger.error(f"Exception: {e}") - logger.error("In order to use OpenAI, you need to `pip install pipecat-ai[openai]`.") - raise Exception(f"Missing module: {e}") - - -@dataclass -class CurrentAudioResponse: - """Tracks the current audio response from the assistant. - - Parameters: - item_id: Unique identifier for the audio response item. - content_index: Index of the audio content within the item. - start_time_ms: Timestamp when the audio response started in milliseconds. - total_size: Total size of audio data received in bytes. Defaults to 0. - """ - - item_id: str - content_index: int - start_time_ms: int - total_size: int = 0 - - -@dataclass -class OpenAIRealtimeBetaLLMSettings(LLMSettings): - """Settings for OpenAIRealtimeBetaLLMService.""" - - pass - - -class OpenAIRealtimeBetaLLMService(LLMService): - """OpenAI Realtime Beta LLM service providing real-time audio and text communication. - - .. deprecated:: 0.0.84 - `OpenAIRealtimeBetaLLMService` is deprecated, use `OpenAIRealtimeLLMService` instead. - This class will be removed in version 1.0.0. - - Implements the OpenAI Realtime API Beta with WebSocket communication for low-latency - bidirectional audio and text interactions. Supports function calling, conversation - management, and real-time transcription. - """ - - Settings = OpenAIRealtimeBetaLLMSettings - _settings: Settings - - # Overriding the default adapter to use the OpenAIRealtimeLLMAdapter one. - adapter_class = OpenAIRealtimeLLMAdapter - - def __init__( - self, - *, - api_key: str, - model: Optional[str] = None, - base_url: str = "wss://api.openai.com/v1/realtime", - session_properties: Optional[events.SessionProperties] = None, - settings: Optional[Settings] = None, - start_audio_paused: bool = False, - send_transcription_frames: bool = True, - **kwargs, - ): - """Initialize the OpenAI Realtime Beta LLM service. - - Args: - api_key: OpenAI API key for authentication. - model: OpenAI model name. - - .. deprecated:: 0.0.105 - Use ``settings=OpenAIRealtimeBetaLLMService.Settings(model=...)`` instead. - - base_url: WebSocket base URL for the realtime API. - Defaults to "wss://api.openai.com/v1/realtime". - session_properties: Configuration properties for the realtime session. - If None, uses default SessionProperties. - settings: Runtime-updatable settings for this service. - start_audio_paused: Whether to start with audio input paused. Defaults to False. - send_transcription_frames: Whether to emit transcription frames. Defaults to True. - **kwargs: Additional arguments passed to parent LLMService. - """ - with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "OpenAIRealtimeBetaLLMService is deprecated and will be removed in version 1.0.0. " - "Use OpenAIRealtimeLLMService instead.", - DeprecationWarning, - stacklevel=2, - ) - - # 1. Initialize default_settings with hardcoded defaults - default_settings = self.Settings( - model="gpt-4o-realtime-preview-2025-06-03", - system_instruction=None, - temperature=None, - max_tokens=None, - top_p=None, - top_k=None, - frequency_penalty=None, - presence_penalty=None, - seed=None, - filter_incomplete_user_turns=False, - user_turn_completion_config=None, - ) - - # 2. Apply direct init arg overrides (deprecated) - if model is not None: - self._warn_init_param_moved_to_settings("model", "model") - default_settings.model = model - # 3. Apply settings delta (canonical API, always wins) - if settings is not None: - default_settings.apply_update(settings) - - full_url = f"{base_url}?model={default_settings.model}" - super().__init__( - base_url=full_url, - settings=default_settings, - **kwargs, - ) - - self.api_key = api_key - self.base_url = full_url - self._session_properties = session_properties or events.SessionProperties() - self._audio_input_paused = start_audio_paused - self._send_transcription_frames = send_transcription_frames - self._websocket = None - self._receive_task = None - self._context = None - - self._disconnecting = False - self._api_session_ready = False - self._run_llm_when_api_session_ready = False - - self._current_assistant_response = None - self._current_audio_response = None - - self._messages_added_manually = {} - self._user_and_response_message_tuple = None - - self._register_event_handler("on_conversation_item_created") - self._register_event_handler("on_conversation_item_updated") - self._retrieve_conversation_item_futures = {} - - def can_generate_metrics(self) -> bool: - """Check if the service can generate usage metrics. - - Returns: - True if metrics generation is supported. - """ - return True - - def set_audio_input_paused(self, paused: bool): - """Set whether audio input is paused. - - Args: - paused: True to pause audio input, False to resume. - """ - self._audio_input_paused = paused - - def _is_modality_enabled(self, modality: str) -> bool: - """Check if a specific modality is enabled, "text" or "audio".""" - modalities = self._session_properties.modalities or ["audio", "text"] - return modality in modalities - - def _get_enabled_modalities(self) -> list[str]: - """Get the list of enabled modalities.""" - return self._session_properties.modalities or ["audio", "text"] - - async def retrieve_conversation_item(self, item_id: str): - """Retrieve a conversation item by ID from the server. - - Args: - item_id: The ID of the conversation item to retrieve. - - Returns: - The retrieved conversation item. - """ - future = self.get_event_loop().create_future() - retrieval_in_flight = False - if not self._retrieve_conversation_item_futures.get(item_id): - self._retrieve_conversation_item_futures[item_id] = [] - else: - retrieval_in_flight = True - self._retrieve_conversation_item_futures[item_id].append(future) - if not retrieval_in_flight: - await self.send_client_event( - # Set event_id to "rci_{item_id}" so that we can identify an - # error later if the retrieval fails. We don't need a UUID - # suffix to the event_id because we're ensuring only one - # in-flight retrieval per item_id. (Note: "rci" = "retrieve - # conversation item") - events.ConversationItemRetrieveEvent(item_id=item_id, event_id=f"rci_{item_id}") - ) - return await future - - # - # standard AIService frame handling - # - - async def start(self, frame: StartFrame): - """Start the service and establish WebSocket connection. - - Args: - frame: The start frame triggering service initialization. - """ - await super().start(frame) - await self._connect() - - async def stop(self, frame: EndFrame): - """Stop the service and close WebSocket connection. - - Args: - frame: The end frame triggering service shutdown. - """ - await super().stop(frame) - await self._disconnect() - - async def cancel(self, frame: CancelFrame): - """Cancel the service and close WebSocket connection. - - Args: - frame: The cancel frame triggering service cancellation. - """ - await super().cancel(frame) - await self._disconnect() - - # - # speech and interruption handling - # - - async def _handle_interruption(self): - # None and False are different. Check for False. None means we're using OpenAI's - # built-in turn detection defaults. - if self._session_properties.turn_detection is False: - await self.send_client_event(events.InputAudioBufferClearEvent()) - await self.send_client_event(events.ResponseCancelEvent()) - await self._truncate_current_audio_response() - await self.stop_all_metrics() - if self._current_assistant_response: - await self.push_frame(LLMFullResponseEndFrame()) - # Only push TTSStoppedFrame if audio modality is enabled - if self._is_modality_enabled("audio"): - await self.push_frame(TTSStoppedFrame()) - - async def _handle_user_started_speaking(self, frame): - pass - - async def _handle_user_stopped_speaking(self, frame): - # None and False are different. Check for False. None means we're using OpenAI's - # built-in turn detection defaults. - if self._session_properties.turn_detection is False: - await self.send_client_event(events.InputAudioBufferCommitEvent()) - await self.send_client_event(events.ResponseCreateEvent()) - - async def _handle_bot_stopped_speaking(self): - self._current_audio_response = None - - def _calculate_audio_duration_ms( - self, total_bytes: int, sample_rate: int = 24000, bytes_per_sample: int = 2 - ) -> int: - """Calculate audio duration in milliseconds based on PCM audio parameters.""" - samples = total_bytes / bytes_per_sample - duration_seconds = samples / sample_rate - return int(duration_seconds * 1000) - - async def _truncate_current_audio_response(self): - """Truncates the current audio response at the appropriate duration. - - Calculates the actual duration of the audio content and truncates at the shorter of - either the wall clock time or the actual audio duration to prevent invalid truncation - requests. - """ - if not self._current_audio_response: - return - - # if the bot is still speaking, truncate the last message - try: - current = self._current_audio_response - self._current_audio_response = None - - # Calculate actual audio duration instead of using wall clock time - audio_duration_ms = self._calculate_audio_duration_ms(current.total_size) - - # Use the shorter of wall clock time or actual audio duration - elapsed_ms = int(time.time() * 1000 - current.start_time_ms) - truncate_ms = min(elapsed_ms, audio_duration_ms) - - logger.trace( - f"Truncating audio: duration={audio_duration_ms}ms, " - f"elapsed={elapsed_ms}ms, truncate={truncate_ms}ms" - ) - - await self.send_client_event( - events.ConversationItemTruncateEvent( - item_id=current.item_id, - content_index=current.content_index, - audio_end_ms=truncate_ms, - ) - ) - except Exception as e: - # Log warning and don't re-raise - allow session to continue - logger.warning(f"Audio truncation failed (non-fatal): {e}") - - # - # frame processing - # - # StartFrame, StopFrame, CancelFrame implemented in base class - # - - async def process_frame(self, frame: Frame, direction: FrameDirection): - """Process incoming frames from the pipeline. - - Args: - frame: The frame to process. - direction: The direction of frame flow in the pipeline. - """ - # Backward-compatible dict path: frame.settings contains SessionProperties - # fields, not our Settings fields, so we construct SessionProperties - # directly. The frame.delta path falls through to super, which calls - # _update_settings → our override handles the rest. - if isinstance(frame, LLMUpdateSettingsFrame) and frame.delta is None: - self._session_properties = events.SessionProperties(**frame.settings) - await self._send_session_update() - await self.push_frame(frame, direction) - return - - await super().process_frame(frame, direction) - - if isinstance(frame, TranscriptionFrame): - pass - elif isinstance(frame, OpenAILLMContextFrame): - context: OpenAIRealtimeLLMContext = OpenAIRealtimeLLMContext.upgrade_to_realtime( - frame.context - ) - if not self._context: - self._context = context - elif frame.context is not self._context: - # If the context has changed, reset the conversation - self._context = context - await self.reset_conversation() - # Run the LLM at next opportunity - await self._create_response() - elif isinstance(frame, LLMContextFrame): - raise NotImplementedError( - "Universal LLMContext is not yet supported for OpenAI Realtime." - ) - elif isinstance(frame, InputAudioRawFrame): - if not self._audio_input_paused: - await self._send_user_audio(frame) - elif isinstance(frame, InterruptionFrame): - await self._handle_interruption() - elif isinstance(frame, UserStartedSpeakingFrame): - await self._handle_user_started_speaking(frame) - elif isinstance(frame, UserStoppedSpeakingFrame): - await self._handle_user_stopped_speaking(frame) - elif isinstance(frame, BotStoppedSpeakingFrame): - await self._handle_bot_stopped_speaking() - elif isinstance(frame, LLMMessagesAppendFrame): - await self._handle_messages_append(frame) - elif isinstance(frame, RealtimeMessagesUpdateFrame): - self._context = frame.context - elif isinstance(frame, LLMSetToolsFrame): - await self._send_session_update() - elif isinstance(frame, RealtimeFunctionCallResultFrame): - await self._handle_function_call_result(frame.result_frame) - - await self.push_frame(frame, direction) - - async def _handle_messages_append(self, frame): - logger.error("!!! NEED TO IMPLEMENT MESSAGES APPEND") - - async def _handle_function_call_result(self, frame): - item = events.ConversationItem( - type="function_call_output", - call_id=frame.tool_call_id, - output=json.dumps(frame.result, ensure_ascii=False), - ) - await self.send_client_event(events.ConversationItemCreateEvent(item=item)) - - # - # websocket communication - # - - async def send_client_event(self, event: events.ClientEvent): - """Send a client event to the OpenAI Realtime API. - - Args: - event: The client event to send. - """ - await self._ws_send(event.model_dump(exclude_none=True)) - - async def _connect(self): - try: - if self._websocket: - # Here we assume that if we have a websocket, we are connected. We - # handle disconnections in the send/recv code paths. - return - self._websocket = await websocket_connect( - uri=self.base_url, - additional_headers={ - "Authorization": f"Bearer {self.api_key}", - "OpenAI-Beta": "realtime=v1", - }, - ) - self._receive_task = self.create_task(self._receive_task_handler()) - except Exception as e: - await self.push_error(error_msg=f"Error connecting: {e}", exception=e) - self._websocket = None - - async def _disconnect(self): - try: - self._disconnecting = True - self._api_session_ready = False - await self.stop_all_metrics() - if self._websocket: - await self._websocket.close() - self._websocket = None - if self._receive_task: - await self.cancel_task(self._receive_task, timeout=1.0) - self._receive_task = None - self._disconnecting = False - except Exception as e: - await self.push_error(error_msg=f"Error disconnecting: {e}", exception=e) - - async def _ws_send(self, realtime_message): - try: - if self._websocket: - await self._websocket.send(json.dumps(realtime_message)) - except Exception as e: - if self._disconnecting: - return - # In server-to-server contexts, a WebSocket error should be quite rare. Given how hard - # it is to recover from a send-side error with proper state management, and that exponential - # backoff for retries can have cost/stability implications for a service cluster, let's just - # treat a send-side error as fatal. - await self.push_error(error_msg=f"Error sending client event: {e}", exception=e) - - async def _update_settings(self, delta): - """Apply a settings delta.""" - changed = await super()._update_settings(delta) - self._warn_unhandled_updated_settings(changed.keys()) - return changed - - async def _send_session_update(self): - settings = self._session_properties - # tools given in the context override the tools in the session properties - if self._context and self._context.tools: - settings.tools = self._context.tools - # instructions in the context come from an initial "system" message in the - # messages list, and override instructions in the session properties - if self._context and self._context._session_instructions: - settings.instructions = self._context._session_instructions - await self.send_client_event(events.SessionUpdateEvent(session=settings)) - - # - # inbound server event handling - # https://platform.openai.com/docs/api-reference/realtime-server-events - # - - async def _receive_task_handler(self): - async for message in self._websocket: - evt = events.parse_server_event(message) - if evt.type == "session.created": - await self._handle_evt_session_created(evt) - elif evt.type == "session.updated": - await self._handle_evt_session_updated(evt) - elif evt.type == "response.audio.delta": - await self._handle_evt_audio_delta(evt) - elif evt.type == "response.audio.done": - await self._handle_evt_audio_done(evt) - elif evt.type == "conversation.item.created": - await self._handle_evt_conversation_item_created(evt) - elif evt.type == "conversation.item.input_audio_transcription.delta": - await self._handle_evt_input_audio_transcription_delta(evt) - elif evt.type == "conversation.item.input_audio_transcription.completed": - await self.handle_evt_input_audio_transcription_completed(evt) - elif evt.type == "conversation.item.retrieved": - await self._handle_conversation_item_retrieved(evt) - elif evt.type == "response.done": - await self._handle_evt_response_done(evt) - elif evt.type == "input_audio_buffer.speech_started": - await self._handle_evt_speech_started(evt) - elif evt.type == "input_audio_buffer.speech_stopped": - await self._handle_evt_speech_stopped(evt) - elif evt.type == "response.text.delta": - await self._handle_evt_text_delta(evt) - elif evt.type == "response.audio_transcript.delta": - await self._handle_evt_audio_transcript_delta(evt) - elif evt.type == "error": - if not await self._maybe_handle_evt_retrieve_conversation_item_error(evt): - if evt.error.code in ( - "response_cancel_not_active", - "conversation_already_has_active_response", - ): - logger.debug(f"{self} {evt.error.message}") - else: - await self._handle_evt_error(evt) - # errors are fatal, so exit the receive loop - return - - @traced_openai_realtime(operation="llm_setup") - async def _handle_evt_session_created(self, evt): - # session.created is received right after connecting. Send a message - # to configure the session properties. - await self._send_session_update() - - async def _handle_evt_session_updated(self, evt): - # If this is our first context frame, run the LLM - self._api_session_ready = True - # Now that we've configured the session, we can run the LLM if we need to. - if self._run_llm_when_api_session_ready: - self._run_llm_when_api_session_ready = False - await self._create_response() - - async def _handle_evt_audio_delta(self, evt): - # note: ttfb is faster by 1/2 RTT than ttfb as measured for other services, since we're getting - # this event from the server - await self.stop_ttfb_metrics() - - if self._current_audio_response and self._current_audio_response.item_id != evt.item_id: - logger.warning( - f"Received a new audio delta for an already completed audio response before receiving the BotStoppedSpeakingFrame." - ) - logger.debug("Forcing previous audio response to None") - self._current_audio_response = None - - if not self._current_audio_response: - self._current_audio_response = CurrentAudioResponse( - item_id=evt.item_id, - content_index=evt.content_index, - start_time_ms=int(time.time() * 1000), - ) - await self.push_frame(TTSStartedFrame()) - audio = base64.b64decode(evt.delta) - self._current_audio_response.total_size += len(audio) - frame = TTSAudioRawFrame( - audio=audio, - sample_rate=24000, - num_channels=1, - ) - await self.push_frame(frame) - - async def _handle_evt_audio_done(self, evt): - if self._current_audio_response: - await self.push_frame(TTSStoppedFrame()) - # Don't clear the self._current_audio_response here. We need to wait until we - # receive a BotStoppedSpeakingFrame from the output transport. - - async def _handle_evt_conversation_item_created(self, evt): - await self._call_event_handler("on_conversation_item_created", evt.item.id, evt.item) - - # This will get sent from the server every time a new "message" is added - # to the server's conversation state, whether we create it via the API - # or the server creates it from LLM output. - if self._messages_added_manually.get(evt.item.id): - del self._messages_added_manually[evt.item.id] - return - - if evt.item.role == "user": - # We need to wait for completion of both user message and response message. Then we'll - # add both to the context. User message is complete when we have a "transcript" field - # that is not None. Response message is complete when we get a "response.done" event. - self._user_and_response_message_tuple = (evt.item, {"done": False, "output": []}) - elif evt.item.role == "assistant": - self._current_assistant_response = evt.item - await self.push_frame(LLMFullResponseStartFrame()) - - async def _handle_evt_input_audio_transcription_delta(self, evt): - if self._send_transcription_frames: - await self.push_frame( - # no way to get a language code? - InterimTranscriptionFrame(evt.delta, "", time_now_iso8601(), result=evt) - ) - - @traced_stt - async def _handle_user_transcription( - self, transcript: str, is_final: bool, language: Optional[Language] = None - ): - """Handle a transcription result with tracing.""" - pass - - async def handle_evt_input_audio_transcription_completed(self, evt): - """Handle completion of input audio transcription. - - Args: - evt: The transcription completed event. - """ - await self._call_event_handler("on_conversation_item_updated", evt.item_id, None) - - if self._send_transcription_frames: - await self.push_frame( - # no way to get a language code? - TranscriptionFrame(evt.transcript, "", time_now_iso8601(), result=evt) - ) - await self._handle_user_transcription(evt.transcript, True, Language.EN) - pair = self._user_and_response_message_tuple - if pair: - user, assistant = pair - user.content[0].transcript = evt.transcript - if assistant["done"]: - self._user_and_response_message_tuple = None - self._context.add_user_content_item_as_message(user) - await self._handle_assistant_output(assistant["output"]) - else: - # User message without preceding conversation.item.created. Bug? - logger.warning(f"Transcript for unknown user message: {evt}") - - async def _handle_conversation_item_retrieved(self, evt: events.ConversationItemRetrieved): - futures = self._retrieve_conversation_item_futures.pop(evt.item.id, None) - if futures: - for future in futures: - future.set_result(evt.item) - - @traced_openai_realtime(operation="llm_response") - async def _handle_evt_response_done(self, evt): - # todo: figure out whether there's anything we need to do for "cancelled" events - # usage metrics - tokens = LLMTokenUsage( - prompt_tokens=evt.response.usage.input_tokens, - completion_tokens=evt.response.usage.output_tokens, - total_tokens=evt.response.usage.total_tokens, - ) - await self.start_llm_usage_metrics(tokens) - await self.stop_processing_metrics() - await self.push_frame(LLMFullResponseEndFrame()) - self._current_assistant_response = None - # error handling - if evt.response.status == "failed": - await self.push_error(ErrorFrame(error=evt.response.status_details["error"]["message"])) - return - # response content - for item in evt.response.output: - await self._call_event_handler("on_conversation_item_updated", item.id, item) - pair = self._user_and_response_message_tuple - if pair: - user, assistant = pair - assistant["done"] = True - assistant["output"] = evt.response.output - if user.content[0].transcript is not None: - self._user_and_response_message_tuple = None - self._context.add_user_content_item_as_message(user) - await self._handle_assistant_output(assistant["output"]) - else: - # Response message without preceding user message. Add it to the context. - await self._handle_assistant_output(evt.response.output) - - async def _handle_evt_text_delta(self, evt): - if evt.delta: - await self.push_frame(LLMTextFrame(evt.delta)) - - async def _handle_evt_audio_transcript_delta(self, evt): - if evt.delta: - await self.push_frame(LLMTextFrame(evt.delta)) - await self.push_frame(TTSTextFrame(evt.delta, aggregated_by=AggregationType.SENTENCE)) - - async def _handle_evt_speech_started(self, evt): - await self._truncate_current_audio_response() - await self.broadcast_frame(UserStartedSpeakingFrame) - await self.broadcast_interruption() - - async def _handle_evt_speech_stopped(self, evt): - await self.start_ttfb_metrics() - await self.start_processing_metrics() - await self.broadcast_frame(UserStoppedSpeakingFrame) - - async def _maybe_handle_evt_retrieve_conversation_item_error(self, evt: events.ErrorEvent): - """Maybe handle an error event related to retrieving a conversation item. - - If the given error event is an error retrieving a conversation item: - - - set an exception on the future that retrieve_conversation_item() is waiting on - - return true - Otherwise: - - return false - """ - if evt.error.code == "item_retrieve_invalid_item_id": - item_id = evt.error.event_id.split("_", 1)[1] # event_id is of the form "rci_{item_id}" - futures = self._retrieve_conversation_item_futures.pop(item_id, None) - if futures: - for future in futures: - future.set_exception(Exception(evt.error.message)) - return True - return False - - async def _handle_evt_error(self, evt): - # Errors are fatal to this connection. Send an ErrorFrame. - await self.push_error(error_msg=f"Error: {evt}") - - async def _handle_assistant_output(self, output): - # We haven't seen intermixed audio and function_call items in the same response. But let's - # try to write logic that handles that, if it does happen. - # Also, the assistant output is pushed as LLMTextFrame and TTSTextFrame to be handled by - # the assistant context aggregator. - function_calls = [item for item in output if item.type == "function_call"] - await self._handle_function_call_items(function_calls) - - async def _handle_function_call_items(self, items): - function_calls = [] - for item in items: - args = json.loads(item.arguments) - function_calls.append( - FunctionCallFromLLM( - context=self._context, - tool_call_id=item.call_id, - function_name=item.name, - arguments=args, - ) - ) - await self.run_function_calls(function_calls) - - # - # state and client events for the current conversation - # https://platform.openai.com/docs/api-reference/realtime-client-events - # - - async def reset_conversation(self): - """Reset the conversation by disconnecting and reconnecting. - - This is the safest way to start a new conversation. Note that this will - fail if called from the receive task. - """ - logger.debug("Resetting conversation") - await self._disconnect() - if self._context: - self._context.llm_needs_settings_update = True - self._context.llm_needs_initial_messages = True - await self._connect() - - @traced_openai_realtime(operation="llm_request") - async def _create_response(self): - if not self._api_session_ready: - self._run_llm_when_api_session_ready = True - return - - if self._context.llm_needs_initial_messages: - messages = self._context.get_messages_for_initializing_history() - for item in messages: - evt = events.ConversationItemCreateEvent(item=item) - self._messages_added_manually[evt.item.id] = True - await self.send_client_event(evt) - self._context.llm_needs_initial_messages = False - - if self._context.llm_needs_settings_update: - await self._send_session_update() - self._context.llm_needs_settings_update = False - - logger.debug(f"Creating response: {self._context.get_messages_for_logging()}") - - await self.push_frame(LLMFullResponseStartFrame()) - await self.start_processing_metrics() - await self.start_ttfb_metrics() - await self.send_client_event( - events.ResponseCreateEvent( - response=events.ResponseProperties(modalities=self._get_enabled_modalities()) - ) - ) - - async def _send_user_audio(self, frame): - payload = base64.b64encode(frame.audio).decode("utf-8") - await self.send_client_event(events.InputAudioBufferAppendEvent(audio=payload)) - - def create_context_aggregator( - self, - context: OpenAILLMContext, - *, - user_params: LLMUserAggregatorParams = LLMUserAggregatorParams(), - assistant_params: LLMAssistantAggregatorParams = LLMAssistantAggregatorParams(), - ) -> OpenAIContextAggregatorPair: - """Create an instance of OpenAIContextAggregatorPair from an OpenAILLMContext. - - Constructor keyword arguments for both the user and assistant aggregators can be provided. - - Args: - context: The LLM context. - user_params: User aggregator parameters. - assistant_params: Assistant aggregator parameters. - - Returns: - OpenAIContextAggregatorPair: A pair of context aggregators, one for - the user and one for the assistant, encapsulated in an - OpenAIContextAggregatorPair. - """ - context.set_llm_adapter(self.get_llm_adapter()) - - OpenAIRealtimeLLMContext.upgrade_to_realtime(context) - user = OpenAIRealtimeUserContextAggregator(context, params=user_params) - - assistant_params.expect_stripped_words = False - assistant = OpenAIRealtimeAssistantContextAggregator(context, params=assistant_params) - return OpenAIContextAggregatorPair(_user=user, _assistant=assistant) diff --git a/src/pipecat/services/riva/__init__.py b/src/pipecat/services/riva/__init__.py deleted file mode 100644 index eb438ef8a..000000000 --- a/src/pipecat/services/riva/__init__.py +++ /dev/null @@ -1,14 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -import sys - -from pipecat.services import DeprecatedModuleProxy - -from .stt import * -from .tts import * - -sys.modules[__name__] = DeprecatedModuleProxy(globals(), "riva", "riva.[stt,tts]") diff --git a/src/pipecat/services/riva/stt.py b/src/pipecat/services/riva/stt.py deleted file mode 100644 index 45faf08a0..000000000 --- a/src/pipecat/services/riva/stt.py +++ /dev/null @@ -1,35 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""NVIDIA Riva Speech-to-Text service implementations for real-time and batch transcription. - -.. deprecated:: 0.0.96 - This module is deprecated. Please NvidiaSTTService from - pipecat.services.nvidia.stt instead. -""" - -import warnings - -from pipecat.services.nvidia.stt import ( - NvidiaSegmentedSTTService, - NvidiaSTTService, - language_to_nvidia_riva_language, -) - -with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "RivaSTTService and ParakeetSTTService " - "from pipecat.services.riva.stt is deprecated. " - "Please use NvidiaSTTService from pipecat.services.nvidia.stt instead.", - DeprecationWarning, - stacklevel=2, - ) - -RivaSTTService = NvidiaSTTService -language_to_riva_language = language_to_nvidia_riva_language -RivaSegmentedSTTService = NvidiaSegmentedSTTService -ParakeetSTTService = NvidiaSTTService diff --git a/src/pipecat/services/riva/tts.py b/src/pipecat/services/riva/tts.py deleted file mode 100644 index 7b0af3d39..000000000 --- a/src/pipecat/services/riva/tts.py +++ /dev/null @@ -1,33 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""NVIDIA Riva text-to-speech service implementation. - -This module provides integration with NVIDIA Riva's TTS services through -gRPC API for high-quality speech synthesis. - -.. deprecated:: 0.0.96 - This module is deprecated. Please NvidiaTTSService from - pipecat.services.nvidia.tts instead. -""" - -import warnings - -from pipecat.services.nvidia.tts import NVIDIA_TTS_TIMEOUT_SECS, NvidiaTTSService - -with warnings.catch_warnings(): - warnings.simplefilter("always") - warnings.warn( - "FastPitchTTSService and RivaTTSService " - "from pipecat.services.nim.llm are deprecated. " - "Please use NvidiaLLMService from pipecat.services.nvidia.tts instead.", - DeprecationWarning, - stacklevel=2, - ) - -RivaTTSService = NvidiaTTSService -FastPitchTTSService = NvidiaTTSService -RIVA_TTS_TIMEOUT_SECS = NVIDIA_TTS_TIMEOUT_SECS diff --git a/src/pipecat/utils/tracing/service_attributes.py b/src/pipecat/utils/tracing/service_attributes.py index e5cf4a83f..5be781406 100644 --- a/src/pipecat/utils/tracing/service_attributes.py +++ b/src/pipecat/utils/tracing/service_attributes.py @@ -47,7 +47,6 @@ def _get_provider_name_from_service_name(service_name: str) -> str: "AzureLLMService": "az.ai.openai", # Google "GoogleLLMService": "gcp.gemini", - "GoogleLLMOpenAIBetaService": "gcp.gemini", "GoogleVertexLLMService": "gcp.vertex_ai", # Others "GrokLLMService": "xai", diff --git a/tests/test_google_llm_openai.py b/tests/test_google_llm_openai.py deleted file mode 100644 index 5e6cee6f8..000000000 --- a/tests/test_google_llm_openai.py +++ /dev/null @@ -1,81 +0,0 @@ -# -# Copyright (c) 2024-2026, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -"""Unit tests for Google LLM OpenAI Beta service.""" - -import asyncio -import warnings -from unittest.mock import AsyncMock, patch - -import pytest - -from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext - -try: - from pipecat.services.google.openai.llm import GoogleLLMOpenAIBetaService - - google_available = True -except Exception: - google_available = False - - -@pytest.mark.asyncio -@pytest.mark.skipif(not google_available, reason="Google dependencies not installed") -async def test_google_llm_openai_stream_closed_on_cancellation(): - """Test that the stream is closed when CancelledError occurs during iteration. - - This prevents socket leaks when the pipeline is interrupted (e.g., user interruption). - See issue #3639. - """ - with patch.object(GoogleLLMOpenAIBetaService, "create_client"): - with warnings.catch_warnings(): - warnings.simplefilter("ignore", DeprecationWarning) - service = GoogleLLMOpenAIBetaService(api_key="test-key", model="test-model") - service._client = AsyncMock() - - stream_closed = False - - class MockAsyncStream: - """Mock AsyncStream that tracks close() calls and raises CancelledError.""" - - def __init__(self): - self.iteration_count = 0 - - async def __aenter__(self): - return self - - async def __aexit__(self, exc_type, exc_val, exc_tb): - nonlocal stream_closed - stream_closed = True - return False - - def __aiter__(self): - return self - - async def __anext__(self): - self.iteration_count += 1 - if self.iteration_count > 1: - raise asyncio.CancelledError() - mock_chunk = AsyncMock() - mock_chunk.usage = None - mock_chunk.choices = [] - return mock_chunk - - mock_stream = MockAsyncStream() - - service._stream_chat_completions_specific_context = AsyncMock(return_value=mock_stream) - service.start_ttfb_metrics = AsyncMock() - service.stop_ttfb_metrics = AsyncMock() - service.start_llm_usage_metrics = AsyncMock() - - context = OpenAILLMContext( - messages=[{"role": "user", "content": "Hello"}], - ) - - with pytest.raises(asyncio.CancelledError): - await service._process_context(context) - - assert stream_closed, "Stream should be closed even when CancelledError occurs" diff --git a/tests/test_settings.py b/tests/test_settings.py index 3419f940e..1607fdc3a 100644 --- a/tests/test_settings.py +++ b/tests/test_settings.py @@ -8,8 +8,8 @@ from unittest.mock import patch +from pipecat.services.deepgram.sagemaker.stt import DeepgramSageMakerSTTSettings from pipecat.services.deepgram.stt import DeepgramSTTService, DeepgramSTTSettings -from pipecat.services.deepgram.stt_sagemaker import DeepgramSageMakerSTTSettings from pipecat.services.openai.realtime import events from pipecat.services.openai.realtime.llm import OpenAIRealtimeLLMSettings from pipecat.services.settings import ( From 04e84440967a4f00789a7bfa833d6cc9534d1699 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Mon, 30 Mar 2026 20:49:39 -0400 Subject: [PATCH 15/19] Add changelog for #4208 --- changelog/4208.removed.10.md | 1 + changelog/4208.removed.11.md | 1 + changelog/4208.removed.2.md | 1 + changelog/4208.removed.3.md | 1 + changelog/4208.removed.4.md | 1 + changelog/4208.removed.5.md | 1 + changelog/4208.removed.6.md | 1 + changelog/4208.removed.7.md | 1 + changelog/4208.removed.8.md | 1 + changelog/4208.removed.9.md | 1 + changelog/4208.removed.md | 1 + 11 files changed, 11 insertions(+) create mode 100644 changelog/4208.removed.10.md create mode 100644 changelog/4208.removed.11.md create mode 100644 changelog/4208.removed.2.md create mode 100644 changelog/4208.removed.3.md create mode 100644 changelog/4208.removed.4.md create mode 100644 changelog/4208.removed.5.md create mode 100644 changelog/4208.removed.6.md create mode 100644 changelog/4208.removed.7.md create mode 100644 changelog/4208.removed.8.md create mode 100644 changelog/4208.removed.9.md create mode 100644 changelog/4208.removed.md diff --git a/changelog/4208.removed.10.md b/changelog/4208.removed.10.md new file mode 100644 index 000000000..62aa13468 --- /dev/null +++ b/changelog/4208.removed.10.md @@ -0,0 +1 @@ +- ⚠️ Removed deprecated `pipecat.services.riva` package. Use `pipecat.services.nvidia.stt` and `pipecat.services.nvidia.tts` instead (`RivaSTTService` → `NvidiaSTTService`, `RivaTTSService` → `NvidiaTTSService`). diff --git a/changelog/4208.removed.11.md b/changelog/4208.removed.11.md new file mode 100644 index 000000000..264eac200 --- /dev/null +++ b/changelog/4208.removed.11.md @@ -0,0 +1 @@ +- ⚠️ Removed deprecated `pipecat.services.nim` package. Use `pipecat.services.nvidia.llm` instead (`NimLLMService` → `NvidiaLLMService`). diff --git a/changelog/4208.removed.2.md b/changelog/4208.removed.2.md new file mode 100644 index 000000000..495e1091d --- /dev/null +++ b/changelog/4208.removed.2.md @@ -0,0 +1 @@ +- ⚠️ Removed deprecated `pipecat.services.gemini_multimodal_live` package. Use `pipecat.services.google.gemini_live` instead. Note that class names no longer include "Multimodal" (e.g. `GeminiMultimodalLiveLLMService` → `GeminiLiveLLMService`). diff --git a/changelog/4208.removed.3.md b/changelog/4208.removed.3.md new file mode 100644 index 000000000..694cd08da --- /dev/null +++ b/changelog/4208.removed.3.md @@ -0,0 +1 @@ +- ⚠️ Removed deprecated `pipecat.services.aws_nova_sonic` package. Use `pipecat.services.aws.nova_sonic` instead. diff --git a/changelog/4208.removed.4.md b/changelog/4208.removed.4.md new file mode 100644 index 000000000..bae411d95 --- /dev/null +++ b/changelog/4208.removed.4.md @@ -0,0 +1 @@ +- ⚠️ Removed deprecated `pipecat.services.openai_realtime` package. Use `pipecat.services.openai.realtime` instead. diff --git a/changelog/4208.removed.5.md b/changelog/4208.removed.5.md new file mode 100644 index 000000000..2f7ab0399 --- /dev/null +++ b/changelog/4208.removed.5.md @@ -0,0 +1 @@ +- ⚠️ Removed deprecated `OpenAIRealtimeBetaLLMService` and `AzureRealtimeBetaLLMService`. Use `OpenAIRealtimeLLMService` and `AzureRealtimeLLMService` from `pipecat.services.openai.realtime` and `pipecat.services.azure.realtime` instead. diff --git a/changelog/4208.removed.6.md b/changelog/4208.removed.6.md new file mode 100644 index 000000000..92ff7ce0c --- /dev/null +++ b/changelog/4208.removed.6.md @@ -0,0 +1 @@ +- ⚠️ Removed deprecated `pipecat.services.deepgram.stt_sagemaker` and `pipecat.services.deepgram.tts_sagemaker` modules. Use `pipecat.services.deepgram.sagemaker.stt` and `pipecat.services.deepgram.sagemaker.tts` instead. diff --git a/changelog/4208.removed.7.md b/changelog/4208.removed.7.md new file mode 100644 index 000000000..9906d981c --- /dev/null +++ b/changelog/4208.removed.7.md @@ -0,0 +1 @@ +- ⚠️ Removed deprecated `GoogleLLMOpenAIBetaService` from `pipecat.services.google.openai`. Use `GoogleLLMService` from `pipecat.services.google.llm` instead. diff --git a/changelog/4208.removed.8.md b/changelog/4208.removed.8.md new file mode 100644 index 000000000..92255f110 --- /dev/null +++ b/changelog/4208.removed.8.md @@ -0,0 +1 @@ +- ⚠️ Removed deprecated `pipecat.services.google.llm_vertex` module. Use `pipecat.services.google.vertex.llm` instead. diff --git a/changelog/4208.removed.9.md b/changelog/4208.removed.9.md new file mode 100644 index 000000000..c76fa8e90 --- /dev/null +++ b/changelog/4208.removed.9.md @@ -0,0 +1 @@ +- ⚠️ Removed deprecated `pipecat.services.google.gemini_live.llm_vertex` module. Use `pipecat.services.google.gemini_live.vertex.llm` instead. diff --git a/changelog/4208.removed.md b/changelog/4208.removed.md new file mode 100644 index 000000000..8f8e09988 --- /dev/null +++ b/changelog/4208.removed.md @@ -0,0 +1 @@ +- ⚠️ Removed deprecated `pipecat.services.ai_services` module. Import from `pipecat.services.ai_service`, `pipecat.services.llm_service`, `pipecat.services.stt_service`, `pipecat.services.tts_service`, etc. instead. From 692c3c74d16530f6134294d2f464388c729778b1 Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Tue, 31 Mar 2026 09:23:54 -0400 Subject: [PATCH 16/19] We should now expect clients to be version 1.0.0 with valid versioning info --- .../processors/frameworks/rtvi/processor.py | 26 ++++++++++--------- 1 file changed, 14 insertions(+), 12 deletions(-) diff --git a/src/pipecat/processors/frameworks/rtvi/processor.py b/src/pipecat/processors/frameworks/rtvi/processor.py index 69a863594..ee37573fd 100644 --- a/src/pipecat/processors/frameworks/rtvi/processor.py +++ b/src/pipecat/processors/frameworks/rtvi/processor.py @@ -57,7 +57,6 @@ class RTVIProcessor(FrameProcessor): """Initialize the RTVI processor. Args: - config: Initial RTVI configuration. transport: Transport layer for communication. **kwargs: Additional arguments passed to parent class. """ @@ -66,9 +65,8 @@ class RTVIProcessor(FrameProcessor): self._bot_ready = False self._client_ready = False self._client_ready_id = "" - # Default to 0.3.0 which is the last version before actually having a - # "client-version". - self._client_version = [0, 3, 0] + # Default to 0.0.0 to indicate unknown version. + self._client_version = [0, 0, 0] self._llm_skip_tts: bool = False # Keep in sync with llm_service.py's configuration. # A task to process incoming transport messages. @@ -273,9 +271,6 @@ class RTVIProcessor(FrameProcessor): try: data = RTVI.ClientReadyData.model_validate(message.data) except ValidationError: - # Not all clients have been updated to RTVI 1.0.0. - # For now, that's okay, we just log their info as unknown. - data = None pass await self._handle_client_ready(message.id, data) case "disconnect-bot": @@ -306,12 +301,23 @@ class RTVIProcessor(FrameProcessor): """Handle the client-ready message from the client.""" version = data.version if data else None logger.debug(f"Received client-ready: version {version}") + version_error = None if version: try: self._client_version = [int(v) for v in version.split(".")] + protocol_major = int(RTVI.PROTOCOL_VERSION.split(".")[0]) + if self._client_version[0] != protocol_major: + version_error = f"RTVI version {version} is not compatible with server protocol {RTVI.PROTOCOL_VERSION}." except ValueError: - logger.warning(f"Invalid client version format: {version}") + version_error = f"Invalid client version format ({version})." + else: + version_error = "Client version unknown." about = data.about if data else {"library": "unknown"} + if version_error: + version_error += " Compatibility issues may occur." + logger.warning(version_error) + await self._send_error_response(request_id, version_error) + logger.debug(f"Client Details: {about}") if self._input_transport: await self._input_transport.start_audio_in_streaming() @@ -413,7 +419,3 @@ class RTVIProcessor(FrameProcessor): """Send an error response message.""" message = RTVI.ErrorResponse(id=id, data=RTVI.ErrorResponseData(error=error)) await self.push_transport_message(message) - - def _action_id(self, service: str, action: str) -> str: - """Generate an action ID from service and action names.""" - return f"{service}:{action}" From 565b9b961dbfe7a3ea6b790b8e6de7f028c6a10b Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Tue, 31 Mar 2026 11:23:21 -0400 Subject: [PATCH 17/19] add tests for rtvi versioning --- tests/test_rtvi_processor.py | 113 +++++++++++++++++++++++++++++++++++ 1 file changed, 113 insertions(+) create mode 100644 tests/test_rtvi_processor.py diff --git a/tests/test_rtvi_processor.py b/tests/test_rtvi_processor.py new file mode 100644 index 000000000..003619f40 --- /dev/null +++ b/tests/test_rtvi_processor.py @@ -0,0 +1,113 @@ +# +# Copyright (c) 2024-2026, Daily +# +# SPDX-License-Identifier: BSD 2-Clause License +# + +import unittest +from unittest.mock import AsyncMock, patch + +import pipecat.processors.frameworks.rtvi.models as RTVI +from pipecat.processors.frameworks.rtvi.processor import RTVIProcessor + + +class TestRTVIClientReadyVersionHandling(unittest.IsolatedAsyncioTestCase): + def setUp(self): + self.processor = RTVIProcessor() + + async def asyncTearDown(self): + await self.processor.cleanup() + + async def _call_handle_client_ready(self, data): + """Helper to call _handle_client_ready with a mocked _send_error_response.""" + self.processor._send_error_response = AsyncMock() + self.processor._input_transport = None + self.processor.set_client_ready = AsyncMock() + await self.processor._handle_client_ready("req-1", data) + + async def test_valid_version_1_0_0_sends_no_error(self): + data = RTVI.ClientReadyData( + version="1.0.0", + about=RTVI.AboutClientData(library="test-client"), + ) + await self._call_handle_client_ready(data) + self.processor._send_error_response.assert_not_called() + self.assertEqual(self.processor._client_version, [1, 0, 0]) + + async def test_valid_version_1_2_0_sends_no_error(self): + data = RTVI.ClientReadyData( + version="1.2.0", + about=RTVI.AboutClientData(library="test-client"), + ) + await self._call_handle_client_ready(data) + self.processor._send_error_response.assert_not_called() + self.assertEqual(self.processor._client_version, [1, 2, 0]) + + async def test_version_below_1_0_0_sends_error(self): + data = RTVI.ClientReadyData( + version="0.3.0", + about=RTVI.AboutClientData(library="test-client"), + ) + await self._call_handle_client_ready(data) + self.processor._send_error_response.assert_called_once() + error_msg = self.processor._send_error_response.call_args[0][1] + self.assertIn("0.3.0", error_msg) + self.assertIn("not compatible", error_msg) + + async def test_version_above_protocol_major_sends_error(self): + data = RTVI.ClientReadyData( + version="2.3.1", + about=RTVI.AboutClientData(library="test-client"), + ) + await self._call_handle_client_ready(data) + self.processor._send_error_response.assert_called_once() + error_msg = self.processor._send_error_response.call_args[0][1] + self.assertIn("2.3.1", error_msg) + self.assertIn("not compatible", error_msg) + + async def test_no_version_sends_error(self): + """Client sends no data (data=None).""" + await self._call_handle_client_ready(None) + self.processor._send_error_response.assert_called_once() + error_msg = self.processor._send_error_response.call_args[0][1] + self.assertIn("unknown", error_msg) + + async def test_invalid_version_format_sends_error(self): + data = RTVI.ClientReadyData( + version="not-a-version", + about=RTVI.AboutClientData(library="test-client"), + ) + await self._call_handle_client_ready(data) + self.processor._send_error_response.assert_called_once() + error_msg = self.processor._send_error_response.call_args[0][1] + self.assertIn("Invalid client version format", error_msg) + self.assertIn("not-a-version", error_msg) + + async def test_error_message_includes_compatibility_warning(self): + """All version errors should append the compatibility warning.""" + for version in ["0.9.9", "2.0.0"]: + with self.subTest(version=version): + data = RTVI.ClientReadyData( + version=version, + about=RTVI.AboutClientData(library="test-client"), + ) + await self._call_handle_client_ready(data) + error_msg = self.processor._send_error_response.call_args[0][1] + self.assertIn("Compatibility issues may occur", error_msg) + + async def test_client_ready_is_set_even_on_version_error(self): + """Client-ready state should be set regardless of version errors.""" + data = RTVI.ClientReadyData( + version="0.3.0", + about=RTVI.AboutClientData(library="test-client"), + ) + await self._call_handle_client_ready(data) + self.processor.set_client_ready.assert_called_once() + + async def test_client_ready_is_set_when_no_data(self): + await self._call_handle_client_ready(None) + self.processor.set_client_ready.assert_called_once() + + +if __name__ == "__main__": + unittest.main() From 3e255f3d211f61382a0860da7b99d7a40ca750be Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Tue, 31 Mar 2026 12:24:11 -0400 Subject: [PATCH 18/19] improve version format check --- .../processors/frameworks/rtvi/processor.py | 5 ++++- tests/test_rtvi_processor.py | 21 +++++++++++-------- 2 files changed, 16 insertions(+), 10 deletions(-) diff --git a/src/pipecat/processors/frameworks/rtvi/processor.py b/src/pipecat/processors/frameworks/rtvi/processor.py index ee37573fd..8c8de903e 100644 --- a/src/pipecat/processors/frameworks/rtvi/processor.py +++ b/src/pipecat/processors/frameworks/rtvi/processor.py @@ -304,7 +304,10 @@ class RTVIProcessor(FrameProcessor): version_error = None if version: try: - self._client_version = [int(v) for v in version.split(".")] + parts = [int(v) for v in version.split(".")] + if len(parts) != 3: + raise ValueError + self._client_version = parts protocol_major = int(RTVI.PROTOCOL_VERSION.split(".")[0]) if self._client_version[0] != protocol_major: version_error = f"RTVI version {version} is not compatible with server protocol {RTVI.PROTOCOL_VERSION}." diff --git a/tests/test_rtvi_processor.py b/tests/test_rtvi_processor.py index 003619f40..36ff60b56 100644 --- a/tests/test_rtvi_processor.py +++ b/tests/test_rtvi_processor.py @@ -73,15 +73,18 @@ class TestRTVIClientReadyVersionHandling(unittest.IsolatedAsyncioTestCase): self.assertIn("unknown", error_msg) async def test_invalid_version_format_sends_error(self): - data = RTVI.ClientReadyData( - version="not-a-version", - about=RTVI.AboutClientData(library="test-client"), - ) - await self._call_handle_client_ready(data) - self.processor._send_error_response.assert_called_once() - error_msg = self.processor._send_error_response.call_args[0][1] - self.assertIn("Invalid client version format", error_msg) - self.assertIn("not-a-version", error_msg) + bad_versions = ["not-a-version", "123", "1.2.3.0", "junk", "1.2"] + for version in bad_versions: + with self.subTest(version=version): + data = RTVI.ClientReadyData( + version=version, + about=RTVI.AboutClientData(library="test-client"), + ) + await self._call_handle_client_ready(data) + self.processor._send_error_response.assert_called_once() + error_msg = self.processor._send_error_response.call_args[0][1] + self.assertIn("Invalid client version format", error_msg) + self.assertIn(version, error_msg) async def test_error_message_includes_compatibility_warning(self): """All version errors should append the compatibility warning.""" From 0f470767032780a16680341b4e94dd53f55563d2 Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Tue, 31 Mar 2026 15:11:22 -0400 Subject: [PATCH 19/19] More RTVI version parsing improvements --- .../processors/frameworks/rtvi/processor.py | 17 +++++++++++++---- tests/test_rtvi_processor.py | 2 +- 2 files changed, 14 insertions(+), 5 deletions(-) diff --git a/src/pipecat/processors/frameworks/rtvi/processor.py b/src/pipecat/processors/frameworks/rtvi/processor.py index 8c8de903e..0a05560c0 100644 --- a/src/pipecat/processors/frameworks/rtvi/processor.py +++ b/src/pipecat/processors/frameworks/rtvi/processor.py @@ -268,10 +268,19 @@ class RTVIProcessor(FrameProcessor): match message.type: case "client-ready": data = None - try: - data = RTVI.ClientReadyData.model_validate(message.data) - except ValidationError: - pass + raw = message.data or {} + version = raw.get("version") + if isinstance(version, str): + about = RTVI.AboutClientData(library="unknown") + about_raw = raw.get("about") + if about_raw is not None: + try: + about = RTVI.AboutClientData.model_validate(about_raw) + except ValidationError: + logger.warning( + "Invalid 'about' data in client-ready message, ignoring." + ) + data = RTVI.ClientReadyData(version=version, about=about) await self._handle_client_ready(message.id, data) case "disconnect-bot": await self.push_frame(EndTaskFrame(), FrameDirection.UPSTREAM) diff --git a/tests/test_rtvi_processor.py b/tests/test_rtvi_processor.py index 36ff60b56..259b970dd 100644 --- a/tests/test_rtvi_processor.py +++ b/tests/test_rtvi_processor.py @@ -5,7 +5,7 @@ # import unittest -from unittest.mock import AsyncMock, patch +from unittest.mock import AsyncMock import pipecat.processors.frameworks.rtvi.models as RTVI from pipecat.processors.frameworks.rtvi.processor import RTVIProcessor