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..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 @@ -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/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. 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. 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. 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. diff --git a/examples/README.md b/examples/README.md index 7eae41021..5ec86002e 100644 --- a/examples/README.md +++ b/examples/README.md @@ -1,30 +1,150 @@ # 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. -## 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. Run any example: -## More Advanced Examples + ```bash + uv run python getting-started/01-say-one-thing.py + ``` -Ready to explore complex use cases? Visit **[pipecat-examples](https://github.com/pipecat-ai/pipecat-examples)** for: +4. Open the web interface at http://localhost:7860/client/ and click "Connect" -- Production-ready applications -- Multi-platform client implementations -- Telephony integrations -- Multimodal and creative applications -- Deployment and monitoring examples +## 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 getting-started/06-voice-agent.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 getting-started/06-voice-agent.py -t twilio -x NGROK_HOST_NAME +``` + +## Directory Structure + +### [`getting-started/`](./getting-started/) + +Progressive introduction to Pipecat, from minimal TTS to a full voice agent with function calling. + +### [`voice/`](./voice/) + +Full STT + LLM + TTS voice agent pipelines showcasing different speech service providers (Deepgram, ElevenLabs, Cartesia, etc.) + +### [`function-calling/`](./function-calling/) + +Function calling with different LLM providers (OpenAI, Anthropic, Google, etc.) + +### [`transcription/`](./transcription/) + +Speech-to-text examples with various STT providers. + +### [`vision/`](./vision/) + +Image description and vision capabilities with different multimodal LLMs. + +### [`realtime/`](./realtime/) + +Realtime and multimodal live APIs (OpenAI Realtime, Gemini Live, AWS Nova Sonic, Ultravox, Grok). + +### [`persistent-context/`](./persistent-context/) + +Maintaining conversation context across sessions with different providers. + +### [`context-summarization/`](./context-summarization/) + +Summarizing conversation context to manage token limits. + +### [`update-settings/`](./update-settings/) + +Changing service settings at runtime, organized by service type: + +- **[`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. + +### [`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: wake phrases, live translation, service switching, voice switching, and more. + +## 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 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 examples/assets/moondream.png diff --git a/examples/foundational/assets/office-ambience-24000-mono.mp3 b/examples/assets/office-ambience-24000-mono.mp3 similarity index 100% rename from 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a/examples/foundational/assets/sc-talk.png b/examples/assets/sc-talk.png similarity index 100% rename from examples/foundational/assets/sc-talk.png rename to examples/assets/sc-talk.png diff --git a/examples/foundational/assets/sc-think-1.png b/examples/assets/sc-think-1.png similarity index 100% rename from examples/foundational/assets/sc-think-1.png rename to examples/assets/sc-think-1.png diff --git a/examples/foundational/assets/sc-think-2.png b/examples/assets/sc-think-2.png similarity index 100% rename from examples/foundational/assets/sc-think-2.png rename to examples/assets/sc-think-2.png diff --git a/examples/foundational/assets/sc-think-3.png b/examples/assets/sc-think-3.png similarity index 100% rename from examples/foundational/assets/sc-think-3.png rename to examples/assets/sc-think-3.png diff --git a/examples/foundational/assets/sc-think-4.png b/examples/assets/sc-think-4.png similarity index 100% rename from examples/foundational/assets/sc-think-4.png rename to examples/assets/sc-think-4.png diff --git a/examples/foundational/assets/speaking.png b/examples/assets/speaking.png similarity index 100% rename from examples/foundational/assets/speaking.png rename to examples/assets/speaking.png diff --git a/examples/foundational/assets/waiting.png b/examples/assets/waiting.png similarity index 100% rename from examples/foundational/assets/waiting.png rename to examples/assets/waiting.png diff --git a/examples/foundational/34-audio-recording.py b/examples/audio/audio-recording.py similarity index 100% rename from examples/foundational/34-audio-recording.py rename to examples/audio/audio-recording.py diff --git a/examples/foundational/23-bot-background-sound.py b/examples/audio/bot-background-sound.py similarity index 100% rename from examples/foundational/23-bot-background-sound.py rename to examples/audio/bot-background-sound.py diff --git a/examples/foundational/11-sound-effects.py b/examples/audio/sound-effects.py similarity index 100% rename from examples/foundational/11-sound-effects.py rename to examples/audio/sound-effects.py diff --git a/examples/foundational/54c-context-summarization-dedicated-llm.py b/examples/context-summarization/dedicated-llm.py similarity index 100% rename from examples/foundational/54c-context-summarization-dedicated-llm.py rename to examples/context-summarization/dedicated-llm.py diff --git a/examples/foundational/54a-context-summarization-google.py b/examples/context-summarization/google.py similarity index 100% rename from examples/foundational/54a-context-summarization-google.py rename to examples/context-summarization/google.py diff --git a/examples/foundational/54b-context-summarization-manual-openai.py b/examples/context-summarization/manual-openai.py similarity index 100% rename from examples/foundational/54b-context-summarization-manual-openai.py rename to examples/context-summarization/manual-openai.py diff --git a/examples/foundational/54-context-summarization-openai.py b/examples/context-summarization/openai.py similarity index 100% rename from examples/foundational/54-context-summarization-openai.py rename to examples/context-summarization/openai.py diff --git a/examples/foundational/45-before-and-after-events.py b/examples/features/before-and-after-events.py similarity index 100% rename from examples/foundational/45-before-and-after-events.py rename to examples/features/before-and-after-events.py diff --git a/examples/foundational/53-concurrent-llm-evaluation.py b/examples/features/concurrent-llm-evaluation.py similarity index 100% rename from examples/foundational/53-concurrent-llm-evaluation.py rename to examples/features/concurrent-llm-evaluation.py diff --git a/examples/foundational/53-concurrent-llm-rtvi-ignored-sources.py b/examples/features/concurrent-llm-rtvi-ignored-sources.py similarity index 100% rename from examples/foundational/53-concurrent-llm-rtvi-ignored-sources.py rename to examples/features/concurrent-llm-rtvi-ignored-sources.py diff --git a/examples/foundational/08-custom-frame-processor.py b/examples/features/custom-frame-processor.py similarity index 100% rename from examples/foundational/08-custom-frame-processor.py rename to examples/features/custom-frame-processor.py diff --git a/examples/foundational/16-gpu-container-local-bot.py b/examples/features/gpu-container-local-bot.py similarity index 100% rename from examples/foundational/16-gpu-container-local-bot.py rename to examples/features/gpu-container-local-bot.py diff --git a/examples/foundational/52-live-translation.py b/examples/features/live-translation.py similarity index 100% rename from examples/foundational/52-live-translation.py rename to examples/features/live-translation.py diff --git a/examples/foundational/35-pattern-pair-voice-switching.py b/examples/features/pattern-pair-voice-switching.py similarity index 100% rename from examples/foundational/35-pattern-pair-voice-switching.py rename to examples/features/pattern-pair-voice-switching.py diff --git a/examples/foundational/48-service-switcher.py b/examples/features/service-switcher.py similarity index 100% rename from examples/foundational/48-service-switcher.py rename to examples/features/service-switcher.py diff --git a/examples/foundational/15a-switch-languages.py b/examples/features/switch-languages.py similarity index 100% rename from examples/foundational/15a-switch-languages.py rename to examples/features/switch-languages.py diff --git a/examples/foundational/15-switch-voices.py b/examples/features/switch-voices.py similarity index 100% rename from examples/foundational/15-switch-voices.py rename to examples/features/switch-voices.py diff --git a/examples/foundational/36-user-email-gathering.py b/examples/features/user-email-gathering.py similarity index 100% rename from examples/foundational/36-user-email-gathering.py rename to examples/features/user-email-gathering.py diff --git a/examples/foundational/44-voicemail-detection.py b/examples/features/voicemail-detection.py similarity index 100% rename from examples/foundational/44-voicemail-detection.py rename to examples/features/voicemail-detection.py diff --git a/examples/foundational/10-wake-phrase.py b/examples/features/wake-phrase.py similarity index 100% rename from examples/foundational/10-wake-phrase.py rename to examples/features/wake-phrase.py diff --git a/examples/foundational/01-say-one-thing-piper.py b/examples/foundational/01-say-one-thing-piper.py deleted file mode 100644 index 6c4e1836e..000000000 --- a/examples/foundational/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/foundational/01-say-one-thing-rime.py b/examples/foundational/01-say-one-thing-rime.py deleted file mode 100644 index a9df51f7f..000000000 --- a/examples/foundational/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/foundational/01b-livekit-audio.py b/examples/foundational/01b-livekit-audio.py deleted file mode 100644 index 5f64a29ed..000000000 --- a/examples/foundational/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/foundational/01c-nvidia-riva-tts.py b/examples/foundational/01c-nvidia-riva-tts.py deleted file mode 100644 index 2be99c5b4..000000000 --- a/examples/foundational/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/foundational/03-still-frame.py b/examples/foundational/03-still-frame.py deleted file mode 100644 index dc1bf4c5f..000000000 --- a/examples/foundational/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/foundational/14o-function-calling-gemini-openai-format.py b/examples/foundational/14o-function-calling-gemini-openai-format.py deleted file mode 100644 index e3b06c0d6..000000000 --- a/examples/foundational/14o-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/foundational/19-openai-realtime-beta.py b/examples/foundational/19-openai-realtime-beta.py deleted file mode 100644 index 4d1714fe3..000000000 --- a/examples/foundational/19-openai-realtime-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/examples/foundational/19a-azure-realtime-beta.py b/examples/foundational/19a-azure-realtime-beta.py deleted file mode 100644 index 4e9b7bcb1..000000000 --- a/examples/foundational/19a-azure-realtime-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/foundational/19b-openai-realtime-beta-text.py b/examples/foundational/19b-openai-realtime-beta-text.py deleted file mode 100644 index 31f5d0560..000000000 --- a/examples/foundational/19b-openai-realtime-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/foundational/20b-persistent-context-openai-realtime-beta.py b/examples/foundational/20b-persistent-context-openai-realtime-beta.py deleted file mode 100644 index 4b05db618..000000000 --- a/examples/foundational/20b-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/foundational/README.md b/examples/foundational/README.md deleted file mode 100644 index 04e88b7e7..000000000 --- a/examples/foundational/README.md +++ /dev/null @@ -1,144 +0,0 @@ -# Pipecat Foundational 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. - -## 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/examples/foundational/14d-function-calling-anthropic-video.py b/examples/function-calling/anthropic-video.py similarity index 100% rename from examples/foundational/14d-function-calling-anthropic-video.py rename to examples/function-calling/anthropic-video.py diff --git a/examples/foundational/14a-function-calling-anthropic.py b/examples/function-calling/anthropic.py similarity index 100% rename from examples/foundational/14a-function-calling-anthropic.py rename to examples/function-calling/anthropic.py diff --git a/examples/foundational/14d-function-calling-aws-video.py b/examples/function-calling/aws-video.py similarity index 100% rename from examples/foundational/14d-function-calling-aws-video.py rename to examples/function-calling/aws-video.py diff --git a/examples/foundational/14r-function-calling-aws.py b/examples/function-calling/aws.py similarity index 100% rename from examples/foundational/14r-function-calling-aws.py rename to examples/function-calling/aws.py diff --git a/examples/foundational/14h-function-calling-azure.py b/examples/function-calling/azure.py similarity index 100% rename from examples/foundational/14h-function-calling-azure.py rename to examples/function-calling/azure.py diff --git a/examples/foundational/14k-function-calling-cerebras.py b/examples/function-calling/cerebras.py similarity index 100% rename from examples/foundational/14k-function-calling-cerebras.py rename to examples/function-calling/cerebras.py diff --git a/examples/foundational/14l-function-calling-deepseek.py b/examples/function-calling/deepseek.py similarity index 100% rename from examples/foundational/14l-function-calling-deepseek.py rename to examples/function-calling/deepseek.py diff --git a/examples/foundational/14t-function-calling-direct.py b/examples/function-calling/direct.py similarity index 100% rename from examples/foundational/14t-function-calling-direct.py rename to examples/function-calling/direct.py diff --git a/examples/foundational/14i-function-calling-fireworks.py b/examples/function-calling/fireworks.py similarity index 100% rename from examples/foundational/14i-function-calling-fireworks.py rename to examples/function-calling/fireworks.py diff --git a/examples/foundational/14p-function-calling-gemini-vertex-ai.py b/examples/function-calling/google-vertex.py similarity index 100% rename from examples/foundational/14p-function-calling-gemini-vertex-ai.py rename to examples/function-calling/google-vertex.py diff --git a/examples/foundational/14d-function-calling-gemini-flash-video.py b/examples/function-calling/google-video.py similarity index 100% rename from examples/foundational/14d-function-calling-gemini-flash-video.py rename to examples/function-calling/google-video.py diff --git a/examples/foundational/14e-function-calling-google.py b/examples/function-calling/google.py similarity index 100% rename from examples/foundational/14e-function-calling-google.py rename to examples/function-calling/google.py diff --git a/examples/foundational/14g-function-calling-grok.py b/examples/function-calling/grok.py similarity index 100% rename from examples/foundational/14g-function-calling-grok.py rename to examples/function-calling/grok.py diff --git a/examples/foundational/14f-function-calling-groq.py b/examples/function-calling/groq.py similarity index 100% rename from examples/foundational/14f-function-calling-groq.py rename to examples/function-calling/groq.py diff --git a/examples/foundational/14w-function-calling-mistral.py b/examples/function-calling/mistral.py similarity index 100% rename from examples/foundational/14w-function-calling-mistral.py rename to examples/function-calling/mistral.py diff --git a/examples/foundational/14d-function-calling-moondream-video.py b/examples/function-calling/moondream-video.py similarity index 100% rename from examples/foundational/14d-function-calling-moondream-video.py rename to examples/function-calling/moondream-video.py diff --git a/examples/foundational/14v-function-calling-nebius.py b/examples/function-calling/nebius.py similarity index 100% rename from examples/foundational/14v-function-calling-nebius.py rename to examples/function-calling/nebius.py diff --git a/examples/foundational/14z-function-calling-novita.py b/examples/function-calling/novita.py similarity index 100% rename from examples/foundational/14z-function-calling-novita.py rename to examples/function-calling/novita.py diff --git a/examples/foundational/14j-function-calling-nvidia.py b/examples/function-calling/nvidia.py similarity index 100% rename from examples/foundational/14j-function-calling-nvidia.py rename to examples/function-calling/nvidia.py diff --git a/examples/foundational/14u-function-calling-ollama.py b/examples/function-calling/ollama.py similarity index 100% rename from examples/foundational/14u-function-calling-ollama.py rename to examples/function-calling/ollama.py diff --git a/examples/foundational/14-function-calling-openai-responses-http.py b/examples/function-calling/openai-responses-http.py similarity index 100% rename from examples/foundational/14-function-calling-openai-responses-http.py rename to examples/function-calling/openai-responses-http.py diff --git a/examples/foundational/14d-function-calling-openai-responses-video-http.py b/examples/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/function-calling/openai-responses-video-http.py diff --git a/examples/foundational/14d-function-calling-openai-responses-video.py b/examples/function-calling/openai-responses-video.py similarity index 100% rename from examples/foundational/14d-function-calling-openai-responses-video.py rename to examples/function-calling/openai-responses-video.py diff --git a/examples/foundational/14-function-calling-openai-responses.py b/examples/function-calling/openai-responses.py similarity index 100% rename from examples/foundational/14-function-calling-openai-responses.py rename to examples/function-calling/openai-responses.py diff --git a/examples/foundational/14d-function-calling-openai-video.py b/examples/function-calling/openai-video.py similarity index 100% rename from examples/foundational/14d-function-calling-openai-video.py rename to examples/function-calling/openai-video.py diff --git a/examples/foundational/14b-function-calling-openai.py b/examples/function-calling/openai.py similarity index 100% rename from examples/foundational/14b-function-calling-openai.py rename to examples/function-calling/openai.py diff --git a/examples/foundational/14m-function-calling-openrouter.py b/examples/function-calling/openrouter.py similarity index 100% rename from examples/foundational/14m-function-calling-openrouter.py rename to examples/function-calling/openrouter.py diff --git a/examples/foundational/14n-function-calling-perplexity.py b/examples/function-calling/perplexity.py similarity index 100% rename from examples/foundational/14n-function-calling-perplexity.py rename to examples/function-calling/perplexity.py diff --git a/examples/foundational/14q-function-calling-qwen.py b/examples/function-calling/qwen.py similarity index 100% rename from examples/foundational/14q-function-calling-qwen.py rename to examples/function-calling/qwen.py diff --git a/examples/foundational/14s-function-calling-sambanova.py b/examples/function-calling/sambanova.py similarity index 100% rename from examples/foundational/14s-function-calling-sambanova.py rename to examples/function-calling/sambanova.py diff --git a/examples/foundational/14y-function-calling-sarvam.py b/examples/function-calling/sarvam.py similarity index 100% rename from examples/foundational/14y-function-calling-sarvam.py rename to examples/function-calling/sarvam.py diff --git a/examples/foundational/14c-function-calling-together.py b/examples/function-calling/together.py similarity index 100% rename from examples/foundational/14c-function-calling-together.py rename to examples/function-calling/together.py diff --git a/examples/foundational/01-say-one-thing.py b/examples/getting-started/01-say-one-thing.py similarity index 100% rename from examples/foundational/01-say-one-thing.py rename to examples/getting-started/01-say-one-thing.py diff --git a/examples/foundational/01a-local-audio.py b/examples/getting-started/01a-local-audio.py similarity index 100% rename from examples/foundational/01a-local-audio.py rename to examples/getting-started/01a-local-audio.py diff --git a/examples/foundational/02-llm-say-one-thing.py b/examples/getting-started/02-llm-say-one-thing.py similarity index 100% rename from examples/foundational/02-llm-say-one-thing.py rename to examples/getting-started/02-llm-say-one-thing.py diff --git a/examples/foundational/03b-still-frame-imagen.py b/examples/getting-started/03-still-frame.py similarity index 100% rename from examples/foundational/03b-still-frame-imagen.py rename to examples/getting-started/03-still-frame.py diff --git a/examples/foundational/03a-local-still-frame.py b/examples/getting-started/03a-local-still-frame.py similarity index 100% rename from examples/foundational/03a-local-still-frame.py rename to examples/getting-started/03a-local-still-frame.py diff --git a/examples/foundational/05-sync-speech-and-image.py b/examples/getting-started/04-sync-speech-and-image.py similarity index 100% rename from examples/foundational/05-sync-speech-and-image.py rename to examples/getting-started/04-sync-speech-and-image.py diff --git a/examples/foundational/06a-image-sync.py b/examples/getting-started/05-speaking-state.py similarity index 97% rename from examples/foundational/06a-image-sync.py rename to examples/getting-started/05-speaking-state.py index 473441fac..36762f6b0 100644 --- a/examples/foundational/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/foundational/07-interruptible.py b/examples/getting-started/06-voice-agent.py similarity index 100% rename from examples/foundational/07-interruptible.py rename to examples/getting-started/06-voice-agent.py diff --git a/examples/foundational/07x-interruptible-local.py b/examples/getting-started/06a-voice-agent-local.py similarity index 100% rename from examples/foundational/07x-interruptible-local.py rename to examples/getting-started/06a-voice-agent-local.py diff --git a/examples/foundational/14-function-calling.py b/examples/getting-started/07-function-calling.py similarity index 100% rename from examples/foundational/14-function-calling.py rename to examples/getting-started/07-function-calling.py diff --git a/examples/foundational/31-heartbeats.py b/examples/observability/heartbeats.py similarity index 100% rename from examples/foundational/31-heartbeats.py rename to examples/observability/heartbeats.py diff --git a/examples/foundational/30-observer.py b/examples/observability/observer.py similarity index 100% rename from examples/foundational/30-observer.py rename to examples/observability/observer.py diff --git a/examples/foundational/47-sentry-metrics.py b/examples/observability/sentry-metrics.py similarity index 100% rename from examples/foundational/47-sentry-metrics.py rename to examples/observability/sentry-metrics.py diff --git a/examples/foundational/20c-persistent-context-anthropic.py b/examples/persistent-context/anthropic.py similarity index 100% rename from examples/foundational/20c-persistent-context-anthropic.py rename to examples/persistent-context/anthropic.py diff --git a/examples/foundational/20e-persistent-context-aws-nova-sonic.py b/examples/persistent-context/aws-nova-sonic.py similarity index 100% rename from examples/foundational/20e-persistent-context-aws-nova-sonic.py rename to examples/persistent-context/aws-nova-sonic.py diff --git a/examples/foundational/20d-persistent-context-gemini.py b/examples/persistent-context/gemini.py similarity index 100% rename from examples/foundational/20d-persistent-context-gemini.py rename to examples/persistent-context/gemini.py diff --git a/examples/foundational/20f-persistent-context-grok-realtime.py b/examples/persistent-context/grok-realtime.py similarity index 100% rename from examples/foundational/20f-persistent-context-grok-realtime.py rename to examples/persistent-context/grok-realtime.py diff --git a/examples/foundational/20b-persistent-context-openai-realtime.py b/examples/persistent-context/openai-realtime.py similarity index 100% rename from examples/foundational/20b-persistent-context-openai-realtime.py rename to examples/persistent-context/openai-realtime.py diff --git a/examples/foundational/20a-persistent-context-openai-responses-http.py b/examples/persistent-context/openai-responses-http.py similarity index 100% rename from examples/foundational/20a-persistent-context-openai-responses-http.py rename to examples/persistent-context/openai-responses-http.py diff --git a/examples/foundational/20a-persistent-context-openai-responses.py b/examples/persistent-context/openai-responses.py similarity index 100% rename from examples/foundational/20a-persistent-context-openai-responses.py rename to examples/persistent-context/openai-responses.py diff --git a/examples/foundational/20a-persistent-context-openai.py b/examples/persistent-context/openai.py similarity index 100% rename from examples/foundational/20a-persistent-context-openai.py rename to examples/persistent-context/openai.py diff --git a/examples/foundational/32-gemini-grounding-metadata.py b/examples/rag/gemini-grounding-metadata.py similarity index 100% rename from examples/foundational/32-gemini-grounding-metadata.py rename to examples/rag/gemini-grounding-metadata.py diff --git a/examples/foundational/33-gemini-rag.py b/examples/rag/gemini-rag.py similarity index 100% rename from examples/foundational/33-gemini-rag.py rename to examples/rag/gemini-rag.py diff --git a/examples/foundational/37-mem0.py b/examples/rag/mem0.py similarity index 98% rename from examples/foundational/37-mem0.py rename to examples/rag/mem0.py index a3116df24..c7c0f13bd 100644 --- a/examples/foundational/37-mem0.py +++ b/examples/rag/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/40-aws-nova-sonic.py b/examples/realtime/aws-nova-sonic.py similarity index 100% rename from examples/foundational/40-aws-nova-sonic.py rename to examples/realtime/aws-nova-sonic.py diff --git a/examples/foundational/19a-azure-realtime.py b/examples/realtime/azure.py similarity index 100% rename from examples/foundational/19a-azure-realtime.py rename to examples/realtime/azure.py diff --git a/examples/foundational/26f-gemini-live-files-api.py b/examples/realtime/gemini-live-files-api.py similarity index 100% rename from examples/foundational/26f-gemini-live-files-api.py rename to examples/realtime/gemini-live-files-api.py diff --git a/examples/foundational/26b-gemini-live-function-calling.py b/examples/realtime/gemini-live-function-calling.py similarity index 100% rename from examples/foundational/26b-gemini-live-function-calling.py rename to examples/realtime/gemini-live-function-calling.py diff --git a/examples/foundational/26e-gemini-live-google-search.py b/examples/realtime/gemini-live-google-search.py similarity index 100% rename from examples/foundational/26e-gemini-live-google-search.py rename to examples/realtime/gemini-live-google-search.py diff --git a/examples/foundational/26i-gemini-live-graceful-end.py b/examples/realtime/gemini-live-graceful-end.py similarity index 100% rename from examples/foundational/26i-gemini-live-graceful-end.py rename to examples/realtime/gemini-live-graceful-end.py diff --git a/examples/foundational/26g-gemini-live-groundingMetadata.py b/examples/realtime/gemini-live-grounding-metadata.py similarity index 100% rename from examples/foundational/26g-gemini-live-groundingMetadata.py rename to examples/realtime/gemini-live-grounding-metadata.py diff --git a/examples/foundational/26a-gemini-live-local-vad.py b/examples/realtime/gemini-live-local-vad.py similarity index 100% rename from examples/foundational/26a-gemini-live-local-vad.py rename to examples/realtime/gemini-live-local-vad.py diff --git a/examples/foundational/26h-gemini-live-vertex-function-calling.py b/examples/realtime/gemini-live-vertex-function-calling.py similarity index 100% rename from examples/foundational/26h-gemini-live-vertex-function-calling.py rename to examples/realtime/gemini-live-vertex-function-calling.py diff --git a/examples/foundational/26c-gemini-live-video.py b/examples/realtime/gemini-live-video.py similarity index 100% rename from examples/foundational/26c-gemini-live-video.py rename to examples/realtime/gemini-live-video.py diff --git a/examples/foundational/26-gemini-live.py b/examples/realtime/gemini-live.py similarity index 100% rename from examples/foundational/26-gemini-live.py rename to examples/realtime/gemini-live.py diff --git a/examples/foundational/51-grok-realtime.py b/examples/realtime/grok.py similarity index 100% rename from examples/foundational/51-grok-realtime.py rename to examples/realtime/grok.py diff --git a/examples/foundational/19c-openai-realtime-live-video.py b/examples/realtime/openai-live-video.py similarity index 100% rename from examples/foundational/19c-openai-realtime-live-video.py rename to examples/realtime/openai-live-video.py diff --git a/examples/foundational/19b-openai-realtime-text.py b/examples/realtime/openai-text.py similarity index 100% rename from examples/foundational/19b-openai-realtime-text.py rename to examples/realtime/openai-text.py diff --git a/examples/foundational/19-openai-realtime.py b/examples/realtime/openai.py similarity index 100% rename from examples/foundational/19-openai-realtime.py rename to examples/realtime/openai.py diff --git a/examples/foundational/50a-ultravox-realtime-text.py b/examples/realtime/ultravox-text.py similarity index 100% rename from examples/foundational/50a-ultravox-realtime-text.py rename to examples/realtime/ultravox-text.py diff --git a/examples/foundational/50-ultravox-realtime.py b/examples/realtime/ultravox.py similarity index 100% rename from examples/foundational/50-ultravox-realtime.py rename to examples/realtime/ultravox.py diff --git a/examples/foundational/39-mcp-stdio.py b/examples/thinking-and-mcp/mcp-stdio.py similarity index 100% rename from examples/foundational/39-mcp-stdio.py rename to examples/thinking-and-mcp/mcp-stdio.py diff --git a/examples/foundational/39b-mcp-streamable-http-gemini-live.py b/examples/thinking-and-mcp/mcp-streamable-http-gemini-live.py similarity index 100% rename from examples/foundational/39b-mcp-streamable-http-gemini-live.py rename to examples/thinking-and-mcp/mcp-streamable-http-gemini-live.py diff --git a/examples/foundational/39a-mcp-streamable-http.py b/examples/thinking-and-mcp/mcp-streamable-http.py similarity index 100% rename from examples/foundational/39a-mcp-streamable-http.py rename to examples/thinking-and-mcp/mcp-streamable-http.py diff --git a/examples/foundational/39c-multiple-mcp.py b/examples/thinking-and-mcp/multiple-mcp.py similarity index 100% rename from examples/foundational/39c-multiple-mcp.py rename to examples/thinking-and-mcp/multiple-mcp.py diff --git a/examples/foundational/49a-thinking-anthropic.py b/examples/thinking-and-mcp/thinking-anthropic.py similarity index 100% rename from examples/foundational/49a-thinking-anthropic.py rename to examples/thinking-and-mcp/thinking-anthropic.py diff --git a/examples/foundational/49c-thinking-functions-anthropic.py b/examples/thinking-and-mcp/thinking-functions-anthropic.py similarity index 100% rename from examples/foundational/49c-thinking-functions-anthropic.py rename to examples/thinking-and-mcp/thinking-functions-anthropic.py diff --git a/examples/foundational/49d-thinking-functions-google.py b/examples/thinking-and-mcp/thinking-functions-google.py similarity index 100% rename from examples/foundational/49d-thinking-functions-google.py rename to examples/thinking-and-mcp/thinking-functions-google.py diff --git a/examples/foundational/49b-thinking-google.py b/examples/thinking-and-mcp/thinking-google.py similarity index 100% rename from examples/foundational/49b-thinking-google.py rename to examples/thinking-and-mcp/thinking-google.py diff --git a/examples/foundational/13d-assemblyai-transcription.py b/examples/transcription/assemblyai.py similarity index 100% rename from examples/foundational/13d-assemblyai-transcription.py rename to examples/transcription/assemblyai.py diff --git a/examples/foundational/13j-azure-transcription.py b/examples/transcription/azure.py similarity index 100% rename from examples/foundational/13j-azure-transcription.py rename to examples/transcription/azure.py diff --git a/examples/foundational/13f-cartesia-transcription.py b/examples/transcription/cartesia.py similarity index 100% rename from examples/foundational/13f-cartesia-transcription.py rename to examples/transcription/cartesia.py diff --git a/examples/foundational/13b-deepgram-transcription.py b/examples/transcription/deepgram.py similarity index 100% rename from examples/foundational/13b-deepgram-transcription.py rename to examples/transcription/deepgram.py diff --git a/examples/foundational/13k-elevenlabs-transcription.py b/examples/transcription/elevenlabs.py similarity index 100% rename from examples/foundational/13k-elevenlabs-transcription.py rename to examples/transcription/elevenlabs.py diff --git a/examples/foundational/13c-gladia-transcription.py b/examples/transcription/gladia-transcription.py similarity index 100% rename from examples/foundational/13c-gladia-transcription.py rename to examples/transcription/gladia-transcription.py diff --git a/examples/foundational/13c-gladia-translation.py b/examples/transcription/gladia-translation.py similarity index 100% rename from examples/foundational/13c-gladia-translation.py rename to examples/transcription/gladia-translation.py diff --git a/examples/foundational/25-google-audio-in.py b/examples/transcription/google-llm.py similarity index 100% rename from examples/foundational/25-google-audio-in.py rename to examples/transcription/google-llm.py diff --git a/examples/foundational/13l-gradium-transcription.py b/examples/transcription/gradium.py similarity index 100% rename from examples/foundational/13l-gradium-transcription.py rename to examples/transcription/gradium.py diff --git a/examples/foundational/13m-openai-transcription.py b/examples/transcription/openai.py similarity index 100% rename from examples/foundational/13m-openai-transcription.py rename to examples/transcription/openai.py diff --git a/examples/foundational/13i-soniox-transcription.py b/examples/transcription/soniox.py similarity index 100% rename from examples/foundational/13i-soniox-transcription.py rename to examples/transcription/soniox.py diff --git a/examples/foundational/13h-speechmatics-transcription.py b/examples/transcription/speechmatics.py similarity index 100% rename from examples/foundational/13h-speechmatics-transcription.py rename to examples/transcription/speechmatics.py diff --git a/examples/foundational/13a-whisper-local.py b/examples/transcription/whisper-local.py similarity index 100% rename from examples/foundational/13a-whisper-local.py rename to examples/transcription/whisper-local.py diff --git a/examples/foundational/13e-whisper-mlx.py b/examples/transcription/whisper-mlx.py similarity index 100% rename from examples/foundational/13e-whisper-mlx.py rename to examples/transcription/whisper-mlx.py diff --git a/examples/foundational/13-whisper-transcription.py b/examples/transcription/whisper.py similarity index 100% rename from examples/foundational/13-whisper-transcription.py rename to examples/transcription/whisper.py diff --git a/examples/foundational/04a-transports-daily.py b/examples/transports/daily.py similarity index 100% rename from examples/foundational/04a-transports-daily.py rename to examples/transports/daily.py diff --git a/examples/foundational/04b-transports-livekit.py b/examples/transports/livekit.py similarity index 100% rename from examples/foundational/04b-transports-livekit.py rename to examples/transports/livekit.py diff --git a/examples/foundational/04-transports-small-webrtc.py b/examples/transports/small-webrtc.py similarity index 100% rename from examples/foundational/04-transports-small-webrtc.py rename to examples/transports/small-webrtc.py diff --git a/examples/foundational/17-detect-user-idle.py b/examples/turn-management/detect-user-idle.py similarity index 100% rename from examples/foundational/17-detect-user-idle.py rename to examples/turn-management/detect-user-idle.py diff --git a/examples/foundational/22-filter-incomplete-turns.py b/examples/turn-management/filter-incomplete-turns.py similarity index 100% rename from examples/foundational/22-filter-incomplete-turns.py rename to examples/turn-management/filter-incomplete-turns.py diff --git a/examples/foundational/42-interruption-config.py b/examples/turn-management/interruption-config.py similarity index 100% rename from examples/foundational/42-interruption-config.py rename to examples/turn-management/interruption-config.py diff --git a/examples/foundational/38a-smart-turn-local-coreml.py b/examples/turn-management/smart-turn-local-coreml.py similarity index 100% rename from examples/foundational/38a-smart-turn-local-coreml.py rename to examples/turn-management/smart-turn-local-coreml.py diff --git a/examples/foundational/38b-smart-turn-local.py b/examples/turn-management/smart-turn-local.py 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examples/update-settings/llm/azure-realtime.py diff --git a/examples/foundational/55zi-update-settings-azure-llm.py b/examples/update-settings/llm/azure.py similarity index 100% rename from examples/foundational/55zi-update-settings-azure-llm.py rename to examples/update-settings/llm/azure.py diff --git a/examples/foundational/55zx-update-settings-cerebras-llm.py b/examples/update-settings/llm/cerebras.py similarity index 100% rename from examples/foundational/55zx-update-settings-cerebras-llm.py rename to examples/update-settings/llm/cerebras.py diff --git a/examples/foundational/55zy-update-settings-deepseek-llm.py b/examples/update-settings/llm/deepseek.py similarity index 100% rename from examples/foundational/55zy-update-settings-deepseek-llm.py rename to examples/update-settings/llm/deepseek.py diff --git a/examples/foundational/55zz-update-settings-fireworks-llm.py b/examples/update-settings/llm/fireworks.py similarity index 100% rename from examples/foundational/55zz-update-settings-fireworks-llm.py rename to examples/update-settings/llm/fireworks.py diff --git a/examples/foundational/55zm-update-settings-gemini-live-vertex.py b/examples/update-settings/llm/gemini-live-vertex.py similarity index 100% rename from examples/foundational/55zm-update-settings-gemini-live-vertex.py rename to examples/update-settings/llm/gemini-live-vertex.py diff --git a/examples/foundational/55zm-update-settings-gemini-live.py b/examples/update-settings/llm/gemini-live.py similarity index 100% rename from examples/foundational/55zm-update-settings-gemini-live.py rename to examples/update-settings/llm/gemini-live.py diff --git a/examples/foundational/55zk-update-settings-google-vertex-llm.py b/examples/update-settings/llm/google-vertex.py similarity index 100% rename from examples/foundational/55zk-update-settings-google-vertex-llm.py rename to examples/update-settings/llm/google-vertex.py diff --git a/examples/foundational/55zk-update-settings-google-llm.py b/examples/update-settings/llm/google.py similarity index 100% rename from examples/foundational/55zk-update-settings-google-llm.py rename to examples/update-settings/llm/google.py diff --git a/examples/foundational/55zo-update-settings-grok-realtime.py b/examples/update-settings/llm/grok-realtime.py similarity index 100% rename from examples/foundational/55zo-update-settings-grok-realtime.py rename to examples/update-settings/llm/grok-realtime.py diff --git a/examples/foundational/55zza-update-settings-grok-llm.py b/examples/update-settings/llm/grok.py similarity index 100% rename from examples/foundational/55zza-update-settings-grok-llm.py rename to examples/update-settings/llm/grok.py diff --git a/examples/foundational/55zzb-update-settings-groq-llm.py b/examples/update-settings/llm/groq.py similarity index 100% rename from examples/foundational/55zzb-update-settings-groq-llm.py rename to examples/update-settings/llm/groq.py diff --git a/examples/foundational/55zzc-update-settings-mistral-llm.py b/examples/update-settings/llm/mistral.py similarity index 100% rename from examples/foundational/55zzc-update-settings-mistral-llm.py rename to examples/update-settings/llm/mistral.py diff --git a/examples/foundational/55zzd-update-settings-nvidia-llm.py b/examples/update-settings/llm/nvidia.py similarity index 100% rename from examples/foundational/55zzd-update-settings-nvidia-llm.py rename to examples/update-settings/llm/nvidia.py diff --git a/examples/foundational/55zze-update-settings-ollama-llm.py b/examples/update-settings/llm/ollama.py similarity index 100% rename from examples/foundational/55zze-update-settings-ollama-llm.py rename to examples/update-settings/llm/ollama.py diff --git a/examples/foundational/55zl-update-settings-openai-realtime.py b/examples/update-settings/llm/openai-realtime.py similarity index 100% rename from examples/foundational/55zl-update-settings-openai-realtime.py rename to examples/update-settings/llm/openai-realtime.py diff --git a/examples/foundational/55zi-update-settings-openai-responses-http-llm.py b/examples/update-settings/llm/openai-responses-http.py similarity index 100% rename from examples/foundational/55zi-update-settings-openai-responses-http-llm.py rename to examples/update-settings/llm/openai-responses-http.py diff --git a/examples/foundational/55zi-update-settings-openai-responses-llm.py b/examples/update-settings/llm/openai-responses.py similarity index 100% rename from examples/foundational/55zi-update-settings-openai-responses-llm.py rename to examples/update-settings/llm/openai-responses.py diff --git a/examples/foundational/55zi-update-settings-openai-llm.py b/examples/update-settings/llm/openai.py similarity index 100% rename from examples/foundational/55zi-update-settings-openai-llm.py rename to examples/update-settings/llm/openai.py diff --git a/examples/foundational/55zzf-update-settings-openrouter-llm.py b/examples/update-settings/llm/openrouter.py similarity index 100% rename from examples/foundational/55zzf-update-settings-openrouter-llm.py rename to examples/update-settings/llm/openrouter.py diff --git a/examples/foundational/55zzg-update-settings-perplexity-llm.py b/examples/update-settings/llm/perplexity.py similarity index 100% rename from examples/foundational/55zzg-update-settings-perplexity-llm.py rename to examples/update-settings/llm/perplexity.py diff --git a/examples/foundational/55zzh-update-settings-qwen-llm.py b/examples/update-settings/llm/qwen.py similarity index 100% rename from examples/foundational/55zzh-update-settings-qwen-llm.py rename to examples/update-settings/llm/qwen.py diff --git a/examples/foundational/55zzi-update-settings-sambanova-llm.py b/examples/update-settings/llm/sambanova.py similarity index 100% rename from examples/foundational/55zzi-update-settings-sambanova-llm.py rename to examples/update-settings/llm/sambanova.py diff --git a/examples/foundational/55zzq-update-settings-sarvam-llm.py b/examples/update-settings/llm/sarvam.py similarity index 100% rename from examples/foundational/55zzq-update-settings-sarvam-llm.py rename to examples/update-settings/llm/sarvam.py diff --git a/examples/foundational/55zzj-update-settings-together-llm.py b/examples/update-settings/llm/together.py similarity index 100% rename from examples/foundational/55zzj-update-settings-together-llm.py rename to examples/update-settings/llm/together.py diff --git a/examples/foundational/55zn-update-settings-ultravox-realtime.py b/examples/update-settings/llm/ultravox-realtime.py similarity index 100% rename from examples/foundational/55zn-update-settings-ultravox-realtime.py rename to examples/update-settings/llm/ultravox-realtime.py diff --git a/examples/foundational/55d-update-settings-assemblyai-stt.py b/examples/update-settings/stt/assemblyai.py similarity index 100% rename from examples/foundational/55d-update-settings-assemblyai-stt.py rename to examples/update-settings/stt/assemblyai.py diff --git a/examples/foundational/55l-update-settings-aws-transcribe-stt.py b/examples/update-settings/stt/aws-transcribe.py similarity index 100% rename from examples/foundational/55l-update-settings-aws-transcribe-stt.py rename to examples/update-settings/stt/aws-transcribe.py diff --git a/examples/foundational/55b-update-settings-azure-stt.py b/examples/update-settings/stt/azure.py similarity index 100% rename from examples/foundational/55b-update-settings-azure-stt.py rename to examples/update-settings/stt/azure.py diff --git a/examples/foundational/55m-update-settings-cartesia-stt.py b/examples/update-settings/stt/cartesia.py similarity index 100% rename from examples/foundational/55m-update-settings-cartesia-stt.py rename to examples/update-settings/stt/cartesia.py diff --git a/examples/foundational/55a-update-settings-deepgram-flux-stt.py b/examples/update-settings/stt/deepgram-flux.py similarity index 100% rename from examples/foundational/55a-update-settings-deepgram-flux-stt.py rename to examples/update-settings/stt/deepgram-flux.py diff --git a/examples/foundational/55a-update-settings-deepgram-sagemaker-stt.py b/examples/update-settings/stt/deepgram-sagemaker.py similarity index 100% rename from examples/foundational/55a-update-settings-deepgram-sagemaker-stt.py rename to examples/update-settings/stt/deepgram-sagemaker.py diff --git a/examples/foundational/55a-update-settings-deepgram-stt.py b/examples/update-settings/stt/deepgram.py similarity index 100% rename from examples/foundational/55a-update-settings-deepgram-stt.py rename to examples/update-settings/stt/deepgram.py diff --git a/examples/foundational/55f-update-settings-elevenlabs-realtime-stt.py b/examples/update-settings/stt/elevenlabs-realtime.py similarity index 100% rename from examples/foundational/55f-update-settings-elevenlabs-realtime-stt.py rename to examples/update-settings/stt/elevenlabs-realtime.py diff --git a/examples/foundational/55g-update-settings-elevenlabs-stt.py b/examples/update-settings/stt/elevenlabs.py similarity index 100% rename from examples/foundational/55g-update-settings-elevenlabs-stt.py rename to examples/update-settings/stt/elevenlabs.py diff --git a/examples/foundational/55zq-update-settings-fal-stt.py b/examples/update-settings/stt/fal.py similarity index 100% rename from examples/foundational/55zq-update-settings-fal-stt.py rename to examples/update-settings/stt/fal.py diff --git a/examples/foundational/55e-update-settings-gladia-stt.py b/examples/update-settings/stt/gladia.py similarity index 100% rename from examples/foundational/55e-update-settings-gladia-stt.py rename to examples/update-settings/stt/gladia.py diff --git a/examples/foundational/55c-update-settings-google-stt.py b/examples/update-settings/stt/google.py similarity index 100% rename from examples/foundational/55c-update-settings-google-stt.py rename to examples/update-settings/stt/google.py diff --git a/examples/foundational/55zr-update-settings-gradium-stt.py b/examples/update-settings/stt/gradium.py similarity index 100% rename from examples/foundational/55zr-update-settings-gradium-stt.py rename to examples/update-settings/stt/gradium.py diff --git a/examples/foundational/55zzn-update-settings-groq-stt.py b/examples/update-settings/stt/groq.py similarity index 100% rename from examples/foundational/55zzn-update-settings-groq-stt.py rename to examples/update-settings/stt/groq.py diff --git a/examples/foundational/55zt-update-settings-nvidia-segmented-stt.py b/examples/update-settings/stt/nvidia-segmented.py similarity index 100% rename from examples/foundational/55zt-update-settings-nvidia-segmented-stt.py rename to examples/update-settings/stt/nvidia-segmented.py diff --git a/examples/foundational/55zt-update-settings-nvidia-stt.py 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a/examples/foundational/55h-update-settings-speechmatics-stt.py b/examples/update-settings/stt/speechmatics.py similarity index 100% rename from examples/foundational/55h-update-settings-speechmatics-stt.py rename to examples/update-settings/stt/speechmatics.py diff --git a/examples/foundational/55i-update-settings-whisper-api-stt.py b/examples/update-settings/stt/whisper-api.py similarity index 100% rename from examples/foundational/55i-update-settings-whisper-api-stt.py rename to examples/update-settings/stt/whisper-api.py diff --git a/examples/foundational/55zs-update-settings-whisper-mlx-stt.py b/examples/update-settings/stt/whisper-mlx.py similarity index 100% rename from examples/foundational/55zs-update-settings-whisper-mlx-stt.py rename to examples/update-settings/stt/whisper-mlx.py diff --git a/examples/foundational/55zs-update-settings-whisper-stt.py b/examples/update-settings/stt/whisper.py similarity index 100% rename from examples/foundational/55zs-update-settings-whisper-stt.py rename to examples/update-settings/stt/whisper.py diff --git a/examples/foundational/55zv-update-settings-asyncai-http-tts.py b/examples/update-settings/tts/asyncai-http.py similarity index 100% rename from examples/foundational/55zv-update-settings-asyncai-http-tts.py rename to examples/update-settings/tts/asyncai-http.py diff --git a/examples/foundational/55zv-update-settings-asyncai-tts.py b/examples/update-settings/tts/asyncai.py similarity index 100% rename from examples/foundational/55zv-update-settings-asyncai-tts.py rename to examples/update-settings/tts/asyncai.py diff --git a/examples/foundational/55zd-update-settings-aws-polly-tts.py b/examples/update-settings/tts/aws-polly.py similarity index 100% rename from examples/foundational/55zd-update-settings-aws-polly-tts.py rename to examples/update-settings/tts/aws-polly.py diff --git a/examples/foundational/55r-update-settings-azure-http-tts.py b/examples/update-settings/tts/azure-http.py similarity index 100% rename from examples/foundational/55r-update-settings-azure-http-tts.py rename to examples/update-settings/tts/azure-http.py diff --git a/examples/foundational/55r-update-settings-azure-tts.py b/examples/update-settings/tts/azure.py similarity index 100% rename from examples/foundational/55r-update-settings-azure-tts.py rename to examples/update-settings/tts/azure.py diff --git a/examples/foundational/55zf-update-settings-camb-tts.py b/examples/update-settings/tts/camb.py similarity index 100% rename from examples/foundational/55zf-update-settings-camb-tts.py rename to examples/update-settings/tts/camb.py diff --git a/examples/foundational/55n-update-settings-cartesia-http-tts.py b/examples/update-settings/tts/cartesia-http.py similarity index 100% rename from examples/foundational/55n-update-settings-cartesia-http-tts.py rename to examples/update-settings/tts/cartesia-http.py diff --git a/examples/foundational/55n-update-settings-cartesia-tts.py b/examples/update-settings/tts/cartesia.py similarity index 100% rename from examples/foundational/55n-update-settings-cartesia-tts.py rename to examples/update-settings/tts/cartesia.py diff --git a/examples/foundational/55q-update-settings-deepgram-http-tts.py b/examples/update-settings/tts/deepgram-http.py similarity index 100% rename from examples/foundational/55q-update-settings-deepgram-http-tts.py rename to examples/update-settings/tts/deepgram-http.py diff --git a/examples/foundational/55q-update-settings-deepgram-sagemaker-tts.py b/examples/update-settings/tts/deepgram-sagemaker.py similarity index 100% rename from examples/foundational/55q-update-settings-deepgram-sagemaker-tts.py rename to examples/update-settings/tts/deepgram-sagemaker.py diff --git a/examples/foundational/55q-update-settings-deepgram-tts.py b/examples/update-settings/tts/deepgram.py similarity index 100% rename from examples/foundational/55q-update-settings-deepgram-tts.py rename to examples/update-settings/tts/deepgram.py diff --git a/examples/foundational/55o-update-settings-elevenlabs-http-tts.py b/examples/update-settings/tts/elevenlabs-http.py similarity index 100% rename from examples/foundational/55o-update-settings-elevenlabs-http-tts.py rename to examples/update-settings/tts/elevenlabs-http.py diff --git a/examples/foundational/55o-update-settings-elevenlabs-tts.py b/examples/update-settings/tts/elevenlabs.py similarity index 100% rename from examples/foundational/55o-update-settings-elevenlabs-tts.py rename to examples/update-settings/tts/elevenlabs.py diff --git a/examples/foundational/55w-update-settings-fish-tts.py b/examples/update-settings/tts/fish.py similarity index 100% rename from examples/foundational/55w-update-settings-fish-tts.py rename to examples/update-settings/tts/fish.py diff --git a/examples/foundational/55zc-update-settings-gemini-tts.py 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a/examples/foundational/55y-update-settings-groq-tts.py b/examples/update-settings/tts/groq.py similarity index 100% rename from examples/foundational/55y-update-settings-groq-tts.py rename to examples/update-settings/tts/groq.py diff --git a/examples/foundational/55z-update-settings-hume-tts.py b/examples/update-settings/tts/hume.py similarity index 100% rename from examples/foundational/55z-update-settings-hume-tts.py rename to examples/update-settings/tts/hume.py diff --git a/examples/foundational/55zb-update-settings-inworld-http-tts.py b/examples/update-settings/tts/inworld-http.py similarity index 100% rename from examples/foundational/55zb-update-settings-inworld-http-tts.py rename to examples/update-settings/tts/inworld-http.py diff --git a/examples/foundational/55zb-update-settings-inworld-tts.py b/examples/update-settings/tts/inworld.py similarity index 100% rename from examples/foundational/55zb-update-settings-inworld-tts.py rename to examples/update-settings/tts/inworld.py diff --git a/examples/foundational/55zg-update-settings-kokoro-tts.py b/examples/update-settings/tts/kokoro.py similarity index 100% rename from examples/foundational/55zg-update-settings-kokoro-tts.py rename to examples/update-settings/tts/kokoro.py diff --git a/examples/foundational/55v-update-settings-lmnt-tts.py b/examples/update-settings/tts/lmnt.py similarity index 100% rename from examples/foundational/55v-update-settings-lmnt-tts.py rename to examples/update-settings/tts/lmnt.py diff --git a/examples/foundational/55x-update-settings-minimax-tts.py b/examples/update-settings/tts/minimax.py similarity index 100% rename from examples/foundational/55x-update-settings-minimax-tts.py rename to examples/update-settings/tts/minimax.py diff --git a/examples/foundational/55za-update-settings-neuphonic-http-tts.py b/examples/update-settings/tts/neuphonic-http.py similarity index 100% rename from examples/foundational/55za-update-settings-neuphonic-http-tts.py rename to examples/update-settings/tts/neuphonic-http.py diff --git a/examples/foundational/55za-update-settings-neuphonic-tts.py b/examples/update-settings/tts/neuphonic.py similarity index 100% rename from examples/foundational/55za-update-settings-neuphonic-tts.py rename to examples/update-settings/tts/neuphonic.py diff --git a/examples/foundational/55zzl-update-settings-nvidia-tts.py b/examples/update-settings/tts/nvidia.py similarity index 100% rename from examples/foundational/55zzl-update-settings-nvidia-tts.py rename to examples/update-settings/tts/nvidia.py diff --git a/examples/foundational/55p-update-settings-openai-tts.py b/examples/update-settings/tts/openai.py similarity index 100% rename from examples/foundational/55p-update-settings-openai-tts.py rename to examples/update-settings/tts/openai.py diff --git a/examples/foundational/55t-update-settings-piper-http-tts.py b/examples/update-settings/tts/piper-http.py similarity index 100% rename from examples/foundational/55t-update-settings-piper-http-tts.py rename to examples/update-settings/tts/piper-http.py diff --git a/examples/foundational/55t-update-settings-piper-tts.py b/examples/update-settings/tts/piper.py similarity index 100% rename from examples/foundational/55t-update-settings-piper-tts.py rename to examples/update-settings/tts/piper.py diff --git a/examples/foundational/55zh-update-settings-resembleai-tts.py b/examples/update-settings/tts/resembleai.py similarity index 100% rename from examples/foundational/55zh-update-settings-resembleai-tts.py rename to examples/update-settings/tts/resembleai.py diff --git a/examples/foundational/55u-update-settings-rime-http-tts.py b/examples/update-settings/tts/rime-http.py similarity index 100% rename from examples/foundational/55u-update-settings-rime-http-tts.py rename to examples/update-settings/tts/rime-http.py diff --git a/examples/foundational/55u-update-settings-rime-tts.py b/examples/update-settings/tts/rime.py similarity index 100% rename from examples/foundational/55u-update-settings-rime-tts.py rename to examples/update-settings/tts/rime.py diff --git a/examples/foundational/55ze-update-settings-sarvam-http-tts.py b/examples/update-settings/tts/sarvam-http.py similarity index 100% rename from examples/foundational/55ze-update-settings-sarvam-http-tts.py rename to examples/update-settings/tts/sarvam-http.py diff --git a/examples/foundational/55ze-update-settings-sarvam-tts.py b/examples/update-settings/tts/sarvam.py similarity index 100% rename from examples/foundational/55ze-update-settings-sarvam-tts.py rename to examples/update-settings/tts/sarvam.py diff --git a/examples/foundational/55zzm-update-settings-speechmatics-tts.py b/examples/update-settings/tts/speechmatics.py similarity index 100% rename from examples/foundational/55zzm-update-settings-speechmatics-tts.py rename to examples/update-settings/tts/speechmatics.py diff --git a/examples/foundational/55zzp-update-settings-xtts-tts.py b/examples/update-settings/tts/xtts.py similarity index 100% rename from examples/foundational/55zzp-update-settings-xtts-tts.py rename to examples/update-settings/tts/xtts.py diff --git a/examples/foundational/43-heygen-transport.py b/examples/video-avatar/heygen-transport.py similarity index 100% rename from examples/foundational/43-heygen-transport.py rename to examples/video-avatar/heygen-transport.py diff --git a/examples/foundational/43a-heygen-video-service.py b/examples/video-avatar/heygen-video-service.py similarity index 100% rename from examples/foundational/43a-heygen-video-service.py rename to examples/video-avatar/heygen-video-service.py diff --git a/examples/foundational/56-lemonslice-transport.py b/examples/video-avatar/lemonslice-transport.py similarity index 100% rename from examples/foundational/56-lemonslice-transport.py rename to examples/video-avatar/lemonslice-transport.py diff --git a/examples/foundational/27-simli-layer.py b/examples/video-avatar/simli-layer.py similarity index 100% rename from examples/foundational/27-simli-layer.py rename to examples/video-avatar/simli-layer.py diff --git a/examples/foundational/21-tavus-transport.py b/examples/video-avatar/tavus-transport.py similarity index 100% rename from examples/foundational/21-tavus-transport.py rename to examples/video-avatar/tavus-transport.py diff --git a/examples/foundational/21a-tavus-video-service.py b/examples/video-avatar/tavus-video-service.py similarity index 100% rename from examples/foundational/21a-tavus-video-service.py rename to examples/video-avatar/tavus-video-service.py diff --git a/examples/foundational/57-custom-video-track.py b/examples/video-processing/custom-video-track.py similarity index 98% rename from examples/foundational/57-custom-video-track.py rename to examples/video-processing/custom-video-track.py index 274ab6a5e..1e6190a3b 100644 --- a/examples/foundational/57-custom-video-track.py +++ b/examples/video-processing/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/foundational/18-gstreamer-filesrc.py b/examples/video-processing/gstreamer-filesrc.py similarity index 100% rename from examples/foundational/18-gstreamer-filesrc.py rename to examples/video-processing/gstreamer-filesrc.py diff --git a/examples/foundational/18a-gstreamer-videotestsrc.py b/examples/video-processing/gstreamer-videotestsrc.py similarity index 100% rename from examples/foundational/18a-gstreamer-videotestsrc.py rename to examples/video-processing/gstreamer-videotestsrc.py diff --git a/examples/foundational/09a-local-mirror.py b/examples/video-processing/local-mirror.py similarity index 100% rename from examples/foundational/09a-local-mirror.py rename to examples/video-processing/local-mirror.py diff --git a/examples/foundational/09-mirror.py b/examples/video-processing/mirror.py similarity index 100% rename from examples/foundational/09-mirror.py rename to examples/video-processing/mirror.py diff --git a/examples/foundational/46-video-processing.py b/examples/video-processing/video-processing.py similarity index 100% rename from examples/foundational/46-video-processing.py rename to examples/video-processing/video-processing.py diff --git a/examples/foundational/12a-describe-image-anthropic.py b/examples/vision/anthropic.py similarity index 100% rename from examples/foundational/12a-describe-image-anthropic.py rename to examples/vision/anthropic.py diff --git a/examples/foundational/12b-describe-image-aws.py b/examples/vision/aws.py similarity index 100% rename from examples/foundational/12b-describe-image-aws.py rename to examples/vision/aws.py diff --git a/examples/foundational/12c-describe-image-gemini-flash.py b/examples/vision/gemini-flash.py similarity index 100% rename from examples/foundational/12c-describe-image-gemini-flash.py rename to examples/vision/gemini-flash.py diff --git a/examples/foundational/12d-describe-image-moondream.py b/examples/vision/moondream.py similarity index 100% rename from examples/foundational/12d-describe-image-moondream.py rename to examples/vision/moondream.py diff --git a/examples/foundational/12-describe-image-openai-responses-http.py b/examples/vision/openai-responses-http.py similarity index 100% rename from examples/foundational/12-describe-image-openai-responses-http.py rename to examples/vision/openai-responses-http.py diff --git a/examples/foundational/12-describe-image-openai-responses.py b/examples/vision/openai-responses.py similarity index 100% rename from examples/foundational/12-describe-image-openai-responses.py rename to examples/vision/openai-responses.py diff --git a/examples/foundational/12-describe-image-openai.py b/examples/vision/openai.py similarity index 100% rename from examples/foundational/12-describe-image-openai.py rename to examples/vision/openai.py diff --git a/examples/foundational/07zd-interruptible-aicoustics.py b/examples/voice/aicoustics.py similarity index 100% rename from examples/foundational/07zd-interruptible-aicoustics.py rename to examples/voice/aicoustics.py diff --git a/examples/foundational/07o-interruptible-assemblyai-turn-detection.py b/examples/voice/assemblyai-turn-detection.py similarity index 100% rename from examples/foundational/07o-interruptible-assemblyai-turn-detection.py rename to examples/voice/assemblyai-turn-detection.py diff --git a/examples/foundational/07o-interruptible-assemblyai.py b/examples/voice/assemblyai.py similarity index 100% rename from examples/foundational/07o-interruptible-assemblyai.py rename to examples/voice/assemblyai.py diff --git a/examples/foundational/07zc-interruptible-asyncai-http.py b/examples/voice/asyncai-http.py similarity index 100% rename from examples/foundational/07zc-interruptible-asyncai-http.py rename to examples/voice/asyncai-http.py diff --git a/examples/foundational/07zc-interruptible-asyncai.py b/examples/voice/asyncai.py similarity index 100% rename from examples/foundational/07zc-interruptible-asyncai.py rename to examples/voice/asyncai.py diff --git a/examples/foundational/07m-interruptible-aws-strands.py b/examples/voice/aws-strands.py similarity index 100% rename from examples/foundational/07m-interruptible-aws-strands.py rename to examples/voice/aws-strands.py diff --git a/examples/foundational/07m-interruptible-aws.py b/examples/voice/aws.py similarity index 100% rename from examples/foundational/07m-interruptible-aws.py rename to examples/voice/aws.py diff --git a/examples/foundational/07f-interruptible-azure-http.py b/examples/voice/azure-http.py similarity index 100% rename from examples/foundational/07f-interruptible-azure-http.py rename to examples/voice/azure-http.py diff --git a/examples/foundational/07f-interruptible-azure.py b/examples/voice/azure.py similarity index 100% rename from examples/foundational/07f-interruptible-azure.py rename to examples/voice/azure.py diff --git a/examples/foundational/07zg-interruptible-camb.py b/examples/voice/camb.py similarity index 100% rename from examples/foundational/07zg-interruptible-camb.py rename to examples/voice/camb.py diff --git a/examples/foundational/07-interruptible-cartesia-http.py b/examples/voice/cartesia-http.py similarity index 100% rename from examples/foundational/07-interruptible-cartesia-http.py rename to examples/voice/cartesia-http.py diff --git a/examples/foundational/06-listen-and-respond.py b/examples/voice/cartesia.py similarity index 69% rename from examples/foundational/06-listen-and-respond.py rename to examples/voice/cartesia.py index ec382681d..0489663e7 100644 --- a/examples/foundational/06-listen-and-respond.py +++ b/examples/voice/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/foundational/07c-interruptible-deepgram-flux-sagemaker.py b/examples/voice/deepgram-flux-sagemaker.py similarity index 100% rename from examples/foundational/07c-interruptible-deepgram-flux-sagemaker.py rename to examples/voice/deepgram-flux-sagemaker.py diff --git a/examples/foundational/07c-interruptible-deepgram-flux.py b/examples/voice/deepgram-flux.py similarity index 100% rename from examples/foundational/07c-interruptible-deepgram-flux.py rename to examples/voice/deepgram-flux.py diff --git a/examples/foundational/07c-interruptible-deepgram-http.py b/examples/voice/deepgram-http.py similarity index 100% rename from examples/foundational/07c-interruptible-deepgram-http.py rename to examples/voice/deepgram-http.py diff --git a/examples/foundational/07c-interruptible-deepgram-sagemaker.py b/examples/voice/deepgram-sagemaker.py similarity index 100% rename from examples/foundational/07c-interruptible-deepgram-sagemaker.py rename to examples/voice/deepgram-sagemaker.py diff --git a/examples/foundational/07c-interruptible-deepgram-vad.py b/examples/voice/deepgram-vad.py similarity index 100% rename from examples/foundational/07c-interruptible-deepgram-vad.py rename to examples/voice/deepgram-vad.py diff --git a/examples/foundational/07c-interruptible-deepgram.py b/examples/voice/deepgram.py similarity index 100% rename from examples/foundational/07c-interruptible-deepgram.py rename to examples/voice/deepgram.py diff --git a/examples/foundational/07d-interruptible-elevenlabs-http.py b/examples/voice/elevenlabs-http.py similarity index 100% rename from examples/foundational/07d-interruptible-elevenlabs-http.py rename to examples/voice/elevenlabs-http.py diff --git a/examples/foundational/07d-interruptible-elevenlabs.py b/examples/voice/elevenlabs.py similarity index 100% rename from examples/foundational/07d-interruptible-elevenlabs.py rename to examples/voice/elevenlabs.py diff --git a/examples/foundational/07w-interruptible-fal.py b/examples/voice/fal.py similarity index 100% rename from examples/foundational/07w-interruptible-fal.py rename to examples/voice/fal.py diff --git a/examples/foundational/07t-interruptible-fish.py b/examples/voice/fish.py similarity index 100% rename from examples/foundational/07t-interruptible-fish.py rename to examples/voice/fish.py diff --git a/examples/foundational/07j-interruptible-gladia-vad.py b/examples/voice/gladia-vad.py similarity index 100% rename from examples/foundational/07j-interruptible-gladia-vad.py rename to examples/voice/gladia-vad.py diff --git a/examples/foundational/07j-interruptible-gladia.py b/examples/voice/gladia.py similarity index 100% rename from examples/foundational/07j-interruptible-gladia.py rename to examples/voice/gladia.py diff --git a/examples/foundational/07s-interruptible-google-audio-in.py b/examples/voice/google-audio-in.py similarity index 100% rename from examples/foundational/07s-interruptible-google-audio-in.py rename to examples/voice/google-audio-in.py diff --git a/examples/foundational/07n-interruptible-gemini.py b/examples/voice/google-gemini-tts.py similarity index 100% rename from examples/foundational/07n-interruptible-gemini.py rename to examples/voice/google-gemini-tts.py diff --git a/examples/foundational/07n-interruptible-google-http.py b/examples/voice/google-http.py similarity index 100% rename from examples/foundational/07n-interruptible-google-http.py rename to examples/voice/google-http.py diff --git a/examples/foundational/07n-interruptible-gemini-image.py b/examples/voice/google-image.py similarity index 98% rename from examples/foundational/07n-interruptible-gemini-image.py rename to examples/voice/google-image.py index cb20178c5..80f115390 100644 --- a/examples/foundational/07n-interruptible-gemini-image.py +++ b/examples/voice/google-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-google.py b/examples/voice/google.py similarity index 100% rename from examples/foundational/07n-interruptible-google.py rename to examples/voice/google.py diff --git a/examples/foundational/07zf-interruptible-gradium.py b/examples/voice/gradium.py similarity index 100% rename from examples/foundational/07zf-interruptible-gradium.py rename to examples/voice/gradium.py diff --git a/examples/foundational/07l-interruptible-groq.py b/examples/voice/groq.py similarity index 100% rename from examples/foundational/07l-interruptible-groq.py rename to examples/voice/groq.py diff --git a/examples/foundational/07ze-interruptible-hume.py b/examples/voice/hume.py similarity index 100% rename from examples/foundational/07ze-interruptible-hume.py rename to examples/voice/hume.py diff --git a/examples/foundational/07zb-interruptible-inworld-http.py b/examples/voice/inworld-http.py similarity index 100% rename from examples/foundational/07zb-interruptible-inworld-http.py rename to examples/voice/inworld-http.py diff --git a/examples/foundational/07zb-interruptible-inworld.py b/examples/voice/inworld.py similarity index 100% rename from examples/foundational/07zb-interruptible-inworld.py rename to examples/voice/inworld.py diff --git a/examples/foundational/07zj-interruptible-kokoro.py b/examples/voice/kokoro.py similarity index 100% rename from examples/foundational/07zj-interruptible-kokoro.py rename to examples/voice/kokoro.py diff --git a/examples/foundational/07p-interruptible-krisp-viva.py b/examples/voice/krisp-viva.py similarity index 100% rename from examples/foundational/07p-interruptible-krisp-viva.py rename to examples/voice/krisp-viva.py diff --git a/examples/foundational/07b-interruptible-langchain.py b/examples/voice/langchain.py similarity index 100% rename from examples/foundational/07b-interruptible-langchain.py rename to examples/voice/langchain.py diff --git a/examples/foundational/07k-interruptible-lmnt.py b/examples/voice/lmnt.py similarity index 100% rename from examples/foundational/07k-interruptible-lmnt.py rename to examples/voice/lmnt.py diff --git a/examples/foundational/07y-interruptible-minimax.py b/examples/voice/minimax.py similarity index 100% rename from examples/foundational/07y-interruptible-minimax.py rename to examples/voice/minimax.py diff --git a/examples/foundational/07v-interruptible-neuphonic-http.py b/examples/voice/neuphonic-http.py similarity index 100% rename from examples/foundational/07v-interruptible-neuphonic-http.py rename to examples/voice/neuphonic-http.py diff --git a/examples/foundational/07v-interruptible-neuphonic.py b/examples/voice/neuphonic.py similarity index 100% rename from examples/foundational/07v-interruptible-neuphonic.py rename to examples/voice/neuphonic.py diff --git a/examples/foundational/07r-interruptible-nvidia.py b/examples/voice/nvidia.py similarity index 100% rename from examples/foundational/07r-interruptible-nvidia.py rename to examples/voice/nvidia.py diff --git a/examples/foundational/07g-interruptible-openai-http.py b/examples/voice/openai-http.py similarity index 100% rename from examples/foundational/07g-interruptible-openai-http.py rename to examples/voice/openai-http.py diff --git a/examples/foundational/07-interruptible-openai-responses-http.py b/examples/voice/openai-responses-http.py similarity index 100% rename from examples/foundational/07-interruptible-openai-responses-http.py rename to examples/voice/openai-responses-http.py diff --git a/examples/foundational/07-interruptible-openai-responses.py b/examples/voice/openai-responses.py similarity index 100% rename from examples/foundational/07-interruptible-openai-responses.py rename to examples/voice/openai-responses.py diff --git a/examples/foundational/07g-interruptible-openai.py b/examples/voice/openai.py similarity index 100% rename from examples/foundational/07g-interruptible-openai.py rename to examples/voice/openai.py diff --git a/examples/foundational/07zi-interruptible-piper.py b/examples/voice/piper.py similarity index 100% rename from examples/foundational/07zi-interruptible-piper.py rename to examples/voice/piper.py diff --git a/examples/foundational/07zk-interruptible-resemble.py b/examples/voice/resemble.py similarity index 100% rename from examples/foundational/07zk-interruptible-resemble.py rename to examples/voice/resemble.py diff --git a/examples/foundational/07q-interruptible-rime-http.py b/examples/voice/rime-http.py similarity index 100% rename from examples/foundational/07q-interruptible-rime-http.py rename to examples/voice/rime-http.py diff --git a/examples/foundational/07q-interruptible-rime.py b/examples/voice/rime.py similarity index 100% rename from examples/foundational/07q-interruptible-rime.py rename to examples/voice/rime.py diff --git a/examples/foundational/07z-interruptible-sarvam-http.py b/examples/voice/sarvam-http.py similarity index 100% rename from examples/foundational/07z-interruptible-sarvam-http.py rename to examples/voice/sarvam-http.py diff --git a/examples/foundational/07z-interruptible-sarvam.py b/examples/voice/sarvam.py similarity index 100% rename from examples/foundational/07z-interruptible-sarvam.py rename to examples/voice/sarvam.py diff --git a/examples/foundational/07zl-interruptible-smallest.py b/examples/voice/smallest.py similarity index 100% rename from examples/foundational/07zl-interruptible-smallest.py rename to examples/voice/smallest.py diff --git a/examples/foundational/07za-interruptible-soniox.py b/examples/voice/soniox.py similarity index 100% rename from examples/foundational/07za-interruptible-soniox.py rename to examples/voice/soniox.py diff --git a/examples/foundational/07a-interruptible-speechmatics-vad.py b/examples/voice/speechmatics-vad.py similarity index 100% rename from examples/foundational/07a-interruptible-speechmatics-vad.py rename to examples/voice/speechmatics-vad.py diff --git a/examples/foundational/07a-interruptible-speechmatics.py b/examples/voice/speechmatics.py similarity index 100% rename from examples/foundational/07a-interruptible-speechmatics.py rename to examples/voice/speechmatics.py diff --git a/examples/foundational/07e-interruptible-xai.py b/examples/voice/xai.py similarity index 100% rename from examples/foundational/07e-interruptible-xai.py rename to examples/voice/xai.py diff --git a/examples/foundational/07i-interruptible-xtts.py b/examples/voice/xtts.py similarity index 100% rename from examples/foundational/07i-interruptible-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 ea59988ac..be3bd1295 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.", @@ -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_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. - # ("07i-interruptible-xtts.py", EVAL_SIMPLE_MATH), + # ("voice/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), + ("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 - ("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), + ("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. - # ("14c-function-calling-together.py", EVAL_WEATHER), - # ("14l-function-calling-deepseek.py", EVAL_WEATHER), - # ("14o-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_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_VOICE, + *TESTS_VISION, + *TESTS_FUNCTION_CALLING, + *TESTS_FEATURES, + *TESTS_REALTIME, + *TESTS_VIDEO_AVATAR, + *TESTS_TURN_MANAGEMENT, + *TESTS_THINKING_AND_MCP, ] diff --git a/src/pipecat/processors/frameworks/rtvi/processor.py b/src/pipecat/processors/frameworks/rtvi/processor.py index 69a863594..0a05560c0 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. @@ -270,13 +268,19 @@ class RTVIProcessor(FrameProcessor): match message.type: case "client-ready": data = None - 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 + 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) @@ -306,12 +310,26 @@ 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(".")] + 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}." 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 +431,3 @@ 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}" 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 da5d1be7a..000000000 --- a/src/pipecat/services/google/openai/llm.py +++ /dev/null @@ -1,213 +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 - - arguments = json.loads(arguments) - - 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/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 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/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/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/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, 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 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: 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_rtvi_processor.py b/tests/test_rtvi_processor.py new file mode 100644 index 000000000..259b970dd --- /dev/null +++ b/tests/test_rtvi_processor.py @@ -0,0 +1,116 @@ +# +# Copyright (c) 2024-2026, Daily +# +# SPDX-License-Identifier: BSD 2-Clause License +# + +import unittest +from unittest.mock import AsyncMock + +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): + 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.""" + 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() 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 (