diff --git a/README.md b/README.md
index 78b359d07..af165a94f 100644
--- a/README.md
+++ b/README.md
@@ -80,7 +80,7 @@ Catch new features, interviews, and how-tos on our [Pipecat TV](https://www.yout
-
+
## 🧩 Available services
diff --git a/examples/01-say-one-thing-piper.py b/examples/01-say-one-thing-piper.py
deleted file mode 100644
index 6c4e1836e..000000000
--- a/examples/01-say-one-thing-piper.py
+++ /dev/null
@@ -1,71 +0,0 @@
-#
-# Copyright (c) 2024-2026, Daily
-#
-# SPDX-License-Identifier: BSD 2-Clause License
-#
-
-import os
-
-import aiohttp
-from dotenv import load_dotenv
-from loguru import logger
-
-from pipecat.frames.frames import EndFrame, TTSSpeakFrame
-from pipecat.pipeline.pipeline import Pipeline
-from pipecat.pipeline.runner import PipelineRunner
-from pipecat.pipeline.task import PipelineTask
-from pipecat.runner.types import RunnerArguments
-from pipecat.runner.utils import create_transport
-from pipecat.services.piper.tts import PiperHttpTTSService
-from pipecat.transports.base_transport import BaseTransport, TransportParams
-from pipecat.transports.daily.transport import DailyParams
-from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams
-
-load_dotenv(override=True)
-
-
-# We use lambdas to defer transport parameter creation until the transport
-# type is selected at runtime.
-transport_params = {
- "daily": lambda: DailyParams(audio_out_enabled=True),
- "twilio": lambda: FastAPIWebsocketParams(audio_out_enabled=True),
- "webrtc": lambda: TransportParams(audio_out_enabled=True),
-}
-
-
-async def run_bot(transport: BaseTransport, runner_args: RunnerArguments):
- logger.info(f"Starting bot")
-
- # Create an HTTP session
- async with aiohttp.ClientSession() as session:
- tts = PiperHttpTTSService(
- base_url=os.getenv("PIPER_BASE_URL"),
- aiohttp_session=session,
- sample_rate=24000,
- )
-
- task = PipelineTask(
- Pipeline([tts, transport.output()]),
- idle_timeout_secs=runner_args.pipeline_idle_timeout_secs,
- )
-
- # Register an event handler so we can play the audio when the client joins
- @transport.event_handler("on_client_connected")
- async def on_client_connected(transport, client):
- await task.queue_frames([TTSSpeakFrame(f"Hello there!"), EndFrame()])
-
- runner = PipelineRunner(handle_sigint=runner_args.handle_sigint)
-
- await runner.run(task)
-
-
-async def bot(runner_args: RunnerArguments):
- """Main bot entry point compatible with Pipecat Cloud."""
- transport = await create_transport(runner_args, transport_params)
- await run_bot(transport, runner_args)
-
-
-if __name__ == "__main__":
- from pipecat.runner.run import main
-
- main()
diff --git a/examples/01-say-one-thing-rime.py b/examples/01-say-one-thing-rime.py
deleted file mode 100644
index a9df51f7f..000000000
--- a/examples/01-say-one-thing-rime.py
+++ /dev/null
@@ -1,72 +0,0 @@
-#
-# Copyright (c) 2024-2026, Daily
-#
-# SPDX-License-Identifier: BSD 2-Clause License
-#
-
-import os
-
-import aiohttp
-from dotenv import load_dotenv
-from loguru import logger
-
-from pipecat.frames.frames import EndFrame, TTSSpeakFrame
-from pipecat.pipeline.pipeline import Pipeline
-from pipecat.pipeline.runner import PipelineRunner
-from pipecat.pipeline.task import PipelineTask
-from pipecat.runner.types import RunnerArguments
-from pipecat.runner.utils import create_transport
-from pipecat.services.rime.tts import RimeHttpTTSService
-from pipecat.transports.base_transport import BaseTransport, TransportParams
-from pipecat.transports.daily.transport import DailyParams
-from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams
-
-load_dotenv(override=True)
-
-# We use lambdas to defer transport parameter creation until the transport
-# type is selected at runtime.
-transport_params = {
- "daily": lambda: DailyParams(audio_out_enabled=True),
- "twilio": lambda: FastAPIWebsocketParams(audio_out_enabled=True),
- "webrtc": lambda: TransportParams(audio_out_enabled=True),
-}
-
-
-async def run_bot(transport: BaseTransport, runner_args: RunnerArguments):
- logger.info(f"Starting bot")
-
- # Create an HTTP session
- async with aiohttp.ClientSession() as session:
- tts = RimeHttpTTSService(
- api_key=os.getenv("RIME_API_KEY", ""),
- aiohttp_session=session,
- settings=RimeHttpTTSService.Settings(
- voice="rex",
- ),
- )
-
- task = PipelineTask(
- Pipeline([tts, transport.output()]),
- idle_timeout_secs=runner_args.pipeline_idle_timeout_secs,
- )
-
- # Register an event handler so we can play the audio when the client joins
- @transport.event_handler("on_client_connected")
- async def on_client_connected(transport, client):
- await task.queue_frames([TTSSpeakFrame(f"Hello there!"), EndFrame()])
-
- runner = PipelineRunner(handle_sigint=runner_args.handle_sigint)
-
- await runner.run(task)
-
-
-async def bot(runner_args: RunnerArguments):
- """Main bot entry point compatible with Pipecat Cloud."""
- transport = await create_transport(runner_args, transport_params)
- await run_bot(transport, runner_args)
-
-
-if __name__ == "__main__":
- from pipecat.runner.run import main
-
- main()
diff --git a/examples/01b-livekit-audio.py b/examples/01b-livekit-audio.py
deleted file mode 100644
index 5f64a29ed..000000000
--- a/examples/01b-livekit-audio.py
+++ /dev/null
@@ -1,64 +0,0 @@
-#
-# Copyright (c) 2024-2026, Daily
-#
-# SPDX-License-Identifier: BSD 2-Clause License
-#
-
-import asyncio
-import os
-import sys
-
-from dotenv import load_dotenv
-from loguru import logger
-
-from pipecat.frames.frames import TTSSpeakFrame
-from pipecat.pipeline.pipeline import Pipeline
-from pipecat.pipeline.runner import PipelineRunner
-from pipecat.pipeline.task import PipelineTask
-from pipecat.runner.livekit import configure
-from pipecat.services.cartesia.tts import CartesiaTTSService
-from pipecat.transports.livekit.transport import LiveKitParams, LiveKitTransport
-
-load_dotenv(override=True)
-
-logger.remove(0)
-logger.add(sys.stderr, level="DEBUG")
-
-
-async def main():
- (url, token, room_name) = await configure()
-
- transport = LiveKitTransport(
- url=url,
- token=token,
- room_name=room_name,
- params=LiveKitParams(audio_out_enabled=True),
- )
-
- tts = CartesiaTTSService(
- api_key=os.getenv("CARTESIA_API_KEY"),
- settings=CartesiaTTSService.Settings(
- voice="71a7ad14-091c-4e8e-a314-022ece01c121", # British Reading Lady
- ),
- )
-
- runner = PipelineRunner()
-
- task = PipelineTask(Pipeline([tts, transport.output()]))
-
- # Register an event handler so we can play the audio when the
- # participant joins.
- @transport.event_handler("on_first_participant_joined")
- async def on_first_participant_joined(transport, participant_id):
- await asyncio.sleep(1)
- await task.queue_frame(
- TTSSpeakFrame(
- "Hello there! How are you doing today? Would you like to talk about the weather?"
- )
- )
-
- await runner.run(task)
-
-
-if __name__ == "__main__":
- asyncio.run(main())
diff --git a/examples/01c-nvidia-riva-tts.py b/examples/01c-nvidia-riva-tts.py
deleted file mode 100644
index 2be99c5b4..000000000
--- a/examples/01c-nvidia-riva-tts.py
+++ /dev/null
@@ -1,64 +0,0 @@
-#
-# Copyright (c) 2024-2026, Daily
-#
-# SPDX-License-Identifier: BSD 2-Clause License
-#
-
-import os
-
-from dotenv import load_dotenv
-from loguru import logger
-
-from pipecat.frames.frames import EndFrame, TTSSpeakFrame
-from pipecat.pipeline.pipeline import Pipeline
-from pipecat.pipeline.runner import PipelineRunner
-from pipecat.pipeline.task import PipelineTask
-from pipecat.runner.types import RunnerArguments
-from pipecat.runner.utils import create_transport
-from pipecat.services.nvidia.tts import NvidiaTTSService
-from pipecat.transports.base_transport import BaseTransport, TransportParams
-from pipecat.transports.daily.transport import DailyParams
-from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams
-
-load_dotenv(override=True)
-
-
-# We use lambdas to defer transport parameter creation until the transport
-# type is selected at runtime.
-transport_params = {
- "daily": lambda: DailyParams(audio_out_enabled=True),
- "twilio": lambda: FastAPIWebsocketParams(audio_out_enabled=True),
- "webrtc": lambda: TransportParams(audio_out_enabled=True),
-}
-
-
-async def run_bot(transport: BaseTransport, runner_args: RunnerArguments):
- logger.info(f"Starting bot")
-
- tts = NvidiaTTSService(api_key=os.getenv("NVIDIA_API_KEY"))
-
- task = PipelineTask(
- Pipeline([tts, transport.output()]),
- idle_timeout_secs=runner_args.pipeline_idle_timeout_secs,
- )
-
- # Register an event handler so we can play the audio when the client joins
- @transport.event_handler("on_client_connected")
- async def on_client_connected(transport, client):
- await task.queue_frames([TTSSpeakFrame(f"Hello there!"), EndFrame()])
-
- runner = PipelineRunner(handle_sigint=runner_args.handle_sigint)
-
- await runner.run(task)
-
-
-async def bot(runner_args: RunnerArguments):
- """Main bot entry point compatible with Pipecat Cloud."""
- transport = await create_transport(runner_args, transport_params)
- await run_bot(transport, runner_args)
-
-
-if __name__ == "__main__":
- from pipecat.runner.run import main
-
- main()
diff --git a/examples/03-still-frame.py b/examples/03-still-frame.py
deleted file mode 100644
index dc1bf4c5f..000000000
--- a/examples/03-still-frame.py
+++ /dev/null
@@ -1,84 +0,0 @@
-#
-# Copyright (c) 2024-2026, Daily
-#
-# SPDX-License-Identifier: BSD 2-Clause License
-#
-
-import os
-
-import aiohttp
-from dotenv import load_dotenv
-from loguru import logger
-
-from pipecat.frames.frames import TextFrame
-from pipecat.pipeline.pipeline import Pipeline
-from pipecat.pipeline.runner import PipelineRunner
-from pipecat.pipeline.task import PipelineTask
-from pipecat.runner.types import RunnerArguments
-from pipecat.runner.utils import create_transport
-from pipecat.services.fal.image import FalImageGenService
-from pipecat.transports.base_transport import BaseTransport, TransportParams
-from pipecat.transports.daily.transport import DailyParams
-
-load_dotenv(override=True)
-
-
-# We use lambdas to defer transport parameter creation until the transport
-# type is selected at runtime.
-transport_params = {
- "daily": lambda: DailyParams(
- video_out_enabled=True,
- video_out_width=1024,
- video_out_height=1024,
- ),
- "webrtc": lambda: TransportParams(
- video_out_enabled=True,
- video_out_width=1024,
- video_out_height=1024,
- ),
-}
-
-
-async def run_bot(transport: BaseTransport, runner_args: RunnerArguments):
- logger.info(f"Starting bot")
-
- # Create an HTTP session
- async with aiohttp.ClientSession() as session:
- imagegen = FalImageGenService(
- settings=FalImageGenService.Settings(
- image_size="square_hd",
- ),
- aiohttp_session=session,
- key=os.getenv("FAL_KEY"),
- )
-
- task = PipelineTask(
- Pipeline([imagegen, transport.output()]),
- idle_timeout_secs=runner_args.pipeline_idle_timeout_secs,
- )
-
- # Register an event handler so we can play the audio when the client joins
- @transport.event_handler("on_client_connected")
- async def on_client_connected(transport, client):
- await task.queue_frame(TextFrame("a cat in the style of picasso"))
-
- @transport.event_handler("on_client_disconnected")
- async def on_client_disconnected(transport, client):
- logger.info(f"Client disconnected")
- await task.cancel()
-
- runner = PipelineRunner(handle_sigint=runner_args.handle_sigint)
-
- await runner.run(task)
-
-
-async def bot(runner_args: RunnerArguments):
- """Main bot entry point compatible with Pipecat Cloud."""
- transport = await create_transport(runner_args, transport_params)
- await run_bot(transport, runner_args)
-
-
-if __name__ == "__main__":
- from pipecat.runner.run import main
-
- main()
diff --git a/examples/README.md b/examples/README.md
index e8a0dd9bf..f584d3768 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -1,6 +1,6 @@
# Pipecat Examples
-This directory contains examples showing how to build voice and multimodal agents with Pipecat. Each example demonstrates specific features, progressing from basic to advanced concepts.
+This directory contains examples showing how to build voice and multimodal agents with Pipecat.
## Setup
@@ -17,19 +17,13 @@ This directory contains examples showing how to build voice and multimodal agent
# Edit .env with your API keys
```
-3. Navigate to the examples directory if you aren't already there:
+3. Run any example:
```bash
- cd examples
+ uv run python getting-started/01-say-one-thing.py
```
-4. Run any example:
-
- ```bash
- uv run python 01-say-one-thing.py
- ```
-
-5. Open the web interface at http://localhost:7860/client/ and click "Connect"
+4. Open the web interface at http://localhost:7860/client/ and click "Connect"
## Running examples with other transports
@@ -40,7 +34,7 @@ Most examples support running with other transports, like Twilio or Daily.
You need to create a Daily account at https://dashboard.daily.co/u/signup. Once signed up, you can create your own room from the dashboard and set the environment variables `DAILY_ROOM_URL` and `DAILY_API_KEY`. Alternatively, you can let the example create a room for you (still needs `DAILY_API_KEY` environment variable). Then, start any example with `-t daily`:
```bash
-uv run 07-interruptible.py -t daily
+uv run getting-started/06-voice-agent.py -t daily
```
### Twilio
@@ -58,74 +52,73 @@ ngrok http 7860
Then, run the example with:
```bash
-uv run 07-interruptible.py -t twilio -x NGROK_HOST_NAME
+uv run getting-started/06-voice-agent.py -t twilio -x NGROK_HOST_NAME
```
-## Examples by Feature
+## Directory Structure
-### Basics
+### [`getting-started/`](./getting-started/)
-- **[01-say-one-thing.py](./01-say-one-thing.py)**: Most basic bot that says one phrase and exits (Transport, TTS, Event handlers)
-- **[02-llm-say-one-thing.py](./02-llm-say-one-thing.py)**: Bot generates a response with an LLM (LLM initialization)
-- **[03-still-frame.py](./03-still-frame.py)**: Displays a static image (Video transport, Image service)
-- **[04-transport.py](./04-transport.py)**: Different transport options (WebRTC, Daily, Livekit)
+Progressive introduction to Pipecat, from minimal TTS to a full voice agent with function calling.
-### Conversational AI
+### [`services/`](./services/)
-- **[07-interruptible.py](./07-interruptible.py)**: Basic voice assistant bot (STT, TTS, LLM, Interruptible speech)
-- **[10-wake-phrase.py](./10-wake-phrase.py)**: Bot activated by wake phrase (WakeCheckFilter)
-- **[22-natural-conversation.py](./22-natural-conversation.py)**: Smart turn detection (Multiple LLMs, Turn management)
-- **[38-smart-turn-fal.py](./38-smart-turn-fal.py)**: ML-based turn detection (Fal service, Local models)
+Service provider integration examples, organized into subfolders:
-### Common Utilities
+- **[`speech/`](./services/speech/)** — Full STT + LLM + TTS pipelines showcasing different speech service providers (Deepgram, ElevenLabs, Cartesia, etc.)
+- **[`function-calling/`](./services/function-calling/)** — Function calling with different LLM providers (OpenAI, Anthropic, Google, etc.)
-- **[17-detect-user-idle.py](./17-detect-user-idle.py)**: Handle inactive users (UserIdleProcessor)
-- **[24-user-mute-strategy.py](./24-user-mute-strategy.py)**: Selectively mute user input (LLMUserAggregator user mute strategies)
-- **[28-transcription-processor.py](./28-transcription-processor.py)**: Record conversation text (TranscriptProcessor)
-- **[30-observer.py](./30-observer.py)**: Access frame data (Custom observers)
-- **[31-heartbeats.py](./31-heartbeats.py)**: Detect idle pipelines (Pipeline monitoring)
-- **[34-audio-recording.py](./34-audio-recording.py)**: Record conversation audio (Composite and track-level recording)
+### [`transcription/`](./transcription/)
-### Advanced LLM Features
+Speech-to-text examples with various STT providers.
-- **[14-function-calling.py](./14-function-calling.py)**: Bot with tool usage (Function schemas, Tool registration)
-- **[20a-persistent-context-openai.py](./20a-persistent-context-openai.py)**: Persistent conversation context (Memory management)
-- **[32-gemini-grounding-metadata.py](./32-gemini-grounding-metadata.py)**: Web search capabilities (Google search integration)
-- **[33-gemini-rag.py](./33-gemini-rag.py)**: Retrieval-augmented generation (Data sources, Grounding)
-- **[37-mem0.py](./37-mem0.py)**: Long-term agent memory (Mem0 service integration)
+### [`vision/`](./vision/)
-### Media Handling
+Image description and vision capabilities with different multimodal LLMs.
-- **[05-sync-speech-and-images.py](./05-sync-speech-and-images.py)**: Synchronized narration with images (Custom processors, SyncParallelPipeline)
-- **[06a-image-sync.py](./06a-image-sync.py)**: Dynamic image updates while speaking (Synchronized A/V pipelines)
-- **[09-mirror.py](./09-mirror.py)**: Mirror user's audio and video (Custom frame processors)
-- **[11-sound-effects.py](./11-sound-effects.py)**: Add sounds when bot speaks (Sound playback, Event synchronization)
-- **[23-bot-background-sound.py](./23-bot-background-sound.py)**: Play background audio (SoundfileMixer)
+### [`realtime/`](./realtime/)
-### Vision & Multimodal
+Realtime and multimodal live APIs (OpenAI Realtime, Gemini Live, AWS Nova Sonic, Ultravox, Grok).
-- **[12a-describe-video-gemini-flash.py](./12a-describe-video-gemini-flash.py)**: Bot describes user's video (Video input, Multimodal LLMs)
-- **[26c-gemini-live-video.py](./26c-gemini-live-video.py)**: Gemini with video input (Streaming video, Function calls)
+### [`persistent-context/`](./persistent-context/)
-### Voice & Language
+Maintaining conversation context across sessions with different providers.
-- **[13-transcription.py](./13-transcription.py)**: Speech transcription demo (STT providers, Real-time transcription)
-- **[15-switch-voices.py](./15-switch-voices.py)**: Dynamic voice/language changing (ParallelPipelines, FunctionFilters)
-- **[25-google-audio-in.py](./25-google-audio-in.py)**: Gemini for speech recognition (Alternative transcription)
-- **[35-pattern-pair-voice-switching.py](./35-pattern-pair-voice-switching.py)**: Dynamic TTS voice switching (XML parsing, PatternPairAggregator)
-- **[36-user-email-gathering.py](./36-user-email-gathering.py)**: Spelling mode for TTS (Confirmation patterns, XML tags)
+### [`context-summarization/`](./context-summarization/)
-### Integration Examples
+Summarizing conversation context to manage token limits.
-- **[18-gstreamer-filesrc.py](./18-gstreamer-filesrc.py)**: GStreamer video streaming (Video processing)
-- **[19-openai-realtime-beta.py](./19-openai-realtime-beta.py)**: OpenAI Speech-to-Speech (Direct S2S, Function calls)
-- **[21-tavus-layer-tavus-transport.py](./21-tavus-layer-tavus-transport.py)**: Tavus digital twin (Avatar integration)
-- **[27-simli-layer.py](./27-simli-layer.py)**: Simli avatar integration (Video synchronization)
-- **[56-lemonslice-transport.py](./56-lemonslice-transport.py)**: LemonSlice avatar integration (A/V Synced Avatar integration)
+### [`update-settings/`](./update-settings/)
-### Performance & Optimization
+Changing service settings at runtime, organized by service type:
-- **[16-gpu-container-local-bot.py](./16-gpu-container-local-bot.py)**: GPU-accelerated local bot (Performance measurement)
+- **[`stt/`](./update-settings/stt/)** — Speech-to-text settings
+- **[`tts/`](./update-settings/tts/)** — Text-to-speech settings
+- **[`llm/`](./update-settings/llm/)** — LLM settings
+
+### [`turn-management/`](./turn-management/)
+
+Turn detection, interruption handling, and user input management.
+
+### [`thinking-and-mcp/`](./thinking-and-mcp/)
+
+LLM thinking/reasoning modes and MCP (Model Context Protocol) tool server integration.
+
+### [`transports/`](./transports/)
+
+Transport layer examples (WebRTC, Daily, LiveKit).
+
+### [`video-avatar/`](./video-avatar/)
+
+Video avatar integrations (Tavus, HeyGen, Simli, LemonSlice).
+
+### [`video-processing/`](./video-processing/)
+
+Video processing, mirroring, GStreamer, and custom video tracks.
+
+### [`features/`](./features/)
+
+Miscellaneous features: sound effects, wake phrases, observers, audio recording, live translation, service switching, and more.
## Advanced Usage
@@ -141,4 +134,4 @@ uv run python --host 0.0.0.0 --port 8080
- **Connection errors**: Verify API keys in `.env` file
- **Port conflicts**: Use `--port` to change the port
-For more examples, visit our the [pipecat-examples repository](https://github.com/pipecat-ai/pipecat-examples).
+For more examples, visit the [pipecat-examples repository](https://github.com/pipecat-ai/pipecat-examples).
diff --git a/examples/54c-context-summarization-dedicated-llm.py b/examples/context-summarization/dedicated-llm.py
similarity index 100%
rename from examples/54c-context-summarization-dedicated-llm.py
rename to examples/context-summarization/dedicated-llm.py
diff --git a/examples/54a-context-summarization-google.py b/examples/context-summarization/google.py
similarity index 100%
rename from examples/54a-context-summarization-google.py
rename to examples/context-summarization/google.py
diff --git a/examples/54b-context-summarization-manual-openai.py b/examples/context-summarization/manual-openai.py
similarity index 100%
rename from examples/54b-context-summarization-manual-openai.py
rename to examples/context-summarization/manual-openai.py
diff --git a/examples/54-context-summarization-openai.py b/examples/context-summarization/openai.py
similarity index 100%
rename from examples/54-context-summarization-openai.py
rename to examples/context-summarization/openai.py
diff --git a/examples/34-audio-recording.py b/examples/features/audio-recording.py
similarity index 100%
rename from examples/34-audio-recording.py
rename to examples/features/audio-recording.py
diff --git a/examples/45-before-and-after-events.py b/examples/features/before-and-after-events.py
similarity index 100%
rename from examples/45-before-and-after-events.py
rename to examples/features/before-and-after-events.py
diff --git a/examples/23-bot-background-sound.py b/examples/features/bot-background-sound.py
similarity index 100%
rename from examples/23-bot-background-sound.py
rename to examples/features/bot-background-sound.py
diff --git a/examples/53-concurrent-llm-evaluation.py b/examples/features/concurrent-llm-evaluation.py
similarity index 100%
rename from examples/53-concurrent-llm-evaluation.py
rename to examples/features/concurrent-llm-evaluation.py
diff --git a/examples/53-concurrent-llm-rtvi-ignored-sources.py b/examples/features/concurrent-llm-rtvi-ignored-sources.py
similarity index 100%
rename from examples/53-concurrent-llm-rtvi-ignored-sources.py
rename to examples/features/concurrent-llm-rtvi-ignored-sources.py
diff --git a/examples/08-custom-frame-processor.py b/examples/features/custom-frame-processor.py
similarity index 100%
rename from examples/08-custom-frame-processor.py
rename to examples/features/custom-frame-processor.py
diff --git a/examples/32-gemini-grounding-metadata.py b/examples/features/gemini-grounding-metadata.py
similarity index 100%
rename from examples/32-gemini-grounding-metadata.py
rename to examples/features/gemini-grounding-metadata.py
diff --git a/examples/33-gemini-rag.py b/examples/features/gemini-rag.py
similarity index 100%
rename from examples/33-gemini-rag.py
rename to examples/features/gemini-rag.py
diff --git a/examples/16-gpu-container-local-bot.py b/examples/features/gpu-container-local-bot.py
similarity index 100%
rename from examples/16-gpu-container-local-bot.py
rename to examples/features/gpu-container-local-bot.py
diff --git a/examples/31-heartbeats.py b/examples/features/heartbeats.py
similarity index 100%
rename from examples/31-heartbeats.py
rename to examples/features/heartbeats.py
diff --git a/examples/52-live-translation.py b/examples/features/live-translation.py
similarity index 100%
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rename to examples/features/live-translation.py
diff --git a/examples/37-mem0.py b/examples/features/mem0.py
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rename to examples/features/mem0.py
diff --git a/examples/30-observer.py b/examples/features/observer.py
similarity index 100%
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rename to examples/features/observer.py
diff --git a/examples/35-pattern-pair-voice-switching.py b/examples/features/pattern-pair-voice-switching.py
similarity index 100%
rename from examples/35-pattern-pair-voice-switching.py
rename to examples/features/pattern-pair-voice-switching.py
diff --git a/examples/47-sentry-metrics.py b/examples/features/sentry-metrics.py
similarity index 100%
rename from examples/47-sentry-metrics.py
rename to examples/features/sentry-metrics.py
diff --git a/examples/48-service-switcher.py b/examples/features/service-switcher.py
similarity index 100%
rename from examples/48-service-switcher.py
rename to examples/features/service-switcher.py
diff --git a/examples/11-sound-effects.py b/examples/features/sound-effects.py
similarity index 100%
rename from examples/11-sound-effects.py
rename to examples/features/sound-effects.py
diff --git a/examples/15a-switch-languages.py b/examples/features/switch-languages.py
similarity index 100%
rename from examples/15a-switch-languages.py
rename to examples/features/switch-languages.py
diff --git a/examples/15-switch-voices.py b/examples/features/switch-voices.py
similarity index 100%
rename from examples/15-switch-voices.py
rename to examples/features/switch-voices.py
diff --git a/examples/36-user-email-gathering.py b/examples/features/user-email-gathering.py
similarity index 100%
rename from examples/36-user-email-gathering.py
rename to examples/features/user-email-gathering.py
diff --git a/examples/44-voicemail-detection.py b/examples/features/voicemail-detection.py
similarity index 100%
rename from examples/44-voicemail-detection.py
rename to examples/features/voicemail-detection.py
diff --git a/examples/10-wake-phrase.py b/examples/features/wake-phrase.py
similarity index 100%
rename from examples/10-wake-phrase.py
rename to examples/features/wake-phrase.py
diff --git a/examples/01-say-one-thing.py b/examples/getting-started/01-say-one-thing.py
similarity index 100%
rename from examples/01-say-one-thing.py
rename to examples/getting-started/01-say-one-thing.py
diff --git a/examples/01a-local-audio.py b/examples/getting-started/01a-local-audio.py
similarity index 100%
rename from examples/01a-local-audio.py
rename to examples/getting-started/01a-local-audio.py
diff --git a/examples/02-llm-say-one-thing.py b/examples/getting-started/02-llm-say-one-thing.py
similarity index 100%
rename from examples/02-llm-say-one-thing.py
rename to examples/getting-started/02-llm-say-one-thing.py
diff --git a/examples/03b-still-frame-imagen.py b/examples/getting-started/03-still-frame.py
similarity index 100%
rename from examples/03b-still-frame-imagen.py
rename to examples/getting-started/03-still-frame.py
diff --git a/examples/03a-local-still-frame.py b/examples/getting-started/03a-local-still-frame.py
similarity index 100%
rename from examples/03a-local-still-frame.py
rename to examples/getting-started/03a-local-still-frame.py
diff --git a/examples/05-sync-speech-and-image.py b/examples/getting-started/04-sync-speech-and-image.py
similarity index 100%
rename from examples/05-sync-speech-and-image.py
rename to examples/getting-started/04-sync-speech-and-image.py
diff --git a/examples/06a-image-sync.py b/examples/getting-started/05-speaking-state.py
similarity index 97%
rename from examples/06a-image-sync.py
rename to examples/getting-started/05-speaking-state.py
index 473441fac..36762f6b0 100644
--- a/examples/06a-image-sync.py
+++ b/examples/getting-started/05-speaking-state.py
@@ -119,8 +119,8 @@ async def run_bot(transport: BaseTransport, runner_args: RunnerArguments):
)
image_sync_aggregator = ImageSyncAggregator(
- os.path.join(os.path.dirname(__file__), "assets", "speaking.png"),
- os.path.join(os.path.dirname(__file__), "assets", "waiting.png"),
+ os.path.join(os.path.dirname(__file__), "..", "assets", "speaking.png"),
+ os.path.join(os.path.dirname(__file__), "..", "assets", "waiting.png"),
)
pipeline = Pipeline(
diff --git a/examples/07-interruptible.py b/examples/getting-started/06-voice-agent.py
similarity index 100%
rename from examples/07-interruptible.py
rename to examples/getting-started/06-voice-agent.py
diff --git a/examples/07x-interruptible-local.py b/examples/getting-started/06a-voice-agent-local.py
similarity index 100%
rename from examples/07x-interruptible-local.py
rename to examples/getting-started/06a-voice-agent-local.py
diff --git a/examples/14-function-calling.py b/examples/getting-started/07-function-calling.py
similarity index 100%
rename from examples/14-function-calling.py
rename to examples/getting-started/07-function-calling.py
diff --git a/examples/20c-persistent-context-anthropic.py b/examples/persistent-context/anthropic.py
similarity index 100%
rename from examples/20c-persistent-context-anthropic.py
rename to examples/persistent-context/anthropic.py
diff --git a/examples/20e-persistent-context-aws-nova-sonic.py b/examples/persistent-context/aws-nova-sonic.py
similarity index 100%
rename from examples/20e-persistent-context-aws-nova-sonic.py
rename to examples/persistent-context/aws-nova-sonic.py
diff --git a/examples/20d-persistent-context-gemini.py b/examples/persistent-context/gemini.py
similarity index 100%
rename from examples/20d-persistent-context-gemini.py
rename to examples/persistent-context/gemini.py
diff --git a/examples/20f-persistent-context-grok-realtime.py b/examples/persistent-context/grok-realtime.py
similarity index 100%
rename from examples/20f-persistent-context-grok-realtime.py
rename to examples/persistent-context/grok-realtime.py
diff --git a/examples/20b-persistent-context-openai-realtime-beta.py b/examples/persistent-context/openai-realtime-beta.py
similarity index 100%
rename from examples/20b-persistent-context-openai-realtime-beta.py
rename to examples/persistent-context/openai-realtime-beta.py
diff --git a/examples/20b-persistent-context-openai-realtime.py b/examples/persistent-context/openai-realtime.py
similarity index 100%
rename from examples/20b-persistent-context-openai-realtime.py
rename to examples/persistent-context/openai-realtime.py
diff --git a/examples/20a-persistent-context-openai-responses-http.py b/examples/persistent-context/openai-responses-http.py
similarity index 100%
rename from examples/20a-persistent-context-openai-responses-http.py
rename to examples/persistent-context/openai-responses-http.py
diff --git a/examples/20a-persistent-context-openai-responses.py b/examples/persistent-context/openai-responses.py
similarity index 100%
rename from examples/20a-persistent-context-openai-responses.py
rename to examples/persistent-context/openai-responses.py
diff --git a/examples/20a-persistent-context-openai.py b/examples/persistent-context/openai.py
similarity index 100%
rename from examples/20a-persistent-context-openai.py
rename to examples/persistent-context/openai.py
diff --git a/examples/40-aws-nova-sonic.py b/examples/realtime/aws-nova-sonic.py
similarity index 100%
rename from examples/40-aws-nova-sonic.py
rename to examples/realtime/aws-nova-sonic.py
diff --git a/examples/19a-azure-realtime-beta.py b/examples/realtime/azure-beta.py
similarity index 100%
rename from examples/19a-azure-realtime-beta.py
rename to examples/realtime/azure-beta.py
diff --git a/examples/19a-azure-realtime.py b/examples/realtime/azure.py
similarity index 100%
rename from examples/19a-azure-realtime.py
rename to examples/realtime/azure.py
diff --git a/examples/26f-gemini-live-files-api.py b/examples/realtime/gemini-live-files-api.py
similarity index 100%
rename from examples/26f-gemini-live-files-api.py
rename to examples/realtime/gemini-live-files-api.py
diff --git a/examples/26b-gemini-live-function-calling.py b/examples/realtime/gemini-live-function-calling.py
similarity index 100%
rename from examples/26b-gemini-live-function-calling.py
rename to examples/realtime/gemini-live-function-calling.py
diff --git a/examples/26e-gemini-live-google-search.py b/examples/realtime/gemini-live-google-search.py
similarity index 100%
rename from examples/26e-gemini-live-google-search.py
rename to examples/realtime/gemini-live-google-search.py
diff --git a/examples/26i-gemini-live-graceful-end.py b/examples/realtime/gemini-live-graceful-end.py
similarity index 100%
rename from examples/26i-gemini-live-graceful-end.py
rename to examples/realtime/gemini-live-graceful-end.py
diff --git a/examples/26g-gemini-live-groundingMetadata.py b/examples/realtime/gemini-live-grounding-metadata.py
similarity index 100%
rename from examples/26g-gemini-live-groundingMetadata.py
rename to examples/realtime/gemini-live-grounding-metadata.py
diff --git a/examples/26a-gemini-live-local-vad.py b/examples/realtime/gemini-live-local-vad.py
similarity index 100%
rename from examples/26a-gemini-live-local-vad.py
rename to examples/realtime/gemini-live-local-vad.py
diff --git a/examples/26h-gemini-live-vertex-function-calling.py b/examples/realtime/gemini-live-vertex-function-calling.py
similarity index 100%
rename from examples/26h-gemini-live-vertex-function-calling.py
rename to examples/realtime/gemini-live-vertex-function-calling.py
diff --git a/examples/26c-gemini-live-video.py b/examples/realtime/gemini-live-video.py
similarity index 100%
rename from examples/26c-gemini-live-video.py
rename to examples/realtime/gemini-live-video.py
diff --git a/examples/26-gemini-live.py b/examples/realtime/gemini-live.py
similarity index 100%
rename from examples/26-gemini-live.py
rename to examples/realtime/gemini-live.py
diff --git a/examples/51-grok-realtime.py b/examples/realtime/grok.py
similarity index 100%
rename from examples/51-grok-realtime.py
rename to examples/realtime/grok.py
diff --git a/examples/19b-openai-realtime-beta-text.py b/examples/realtime/openai-beta-text.py
similarity index 100%
rename from examples/19b-openai-realtime-beta-text.py
rename to examples/realtime/openai-beta-text.py
diff --git a/examples/19-openai-realtime-beta.py b/examples/realtime/openai-beta.py
similarity index 100%
rename from examples/19-openai-realtime-beta.py
rename to examples/realtime/openai-beta.py
diff --git a/examples/19c-openai-realtime-live-video.py b/examples/realtime/openai-live-video.py
similarity index 100%
rename from examples/19c-openai-realtime-live-video.py
rename to examples/realtime/openai-live-video.py
diff --git a/examples/19b-openai-realtime-text.py b/examples/realtime/openai-text.py
similarity index 100%
rename from examples/19b-openai-realtime-text.py
rename to examples/realtime/openai-text.py
diff --git a/examples/19-openai-realtime.py b/examples/realtime/openai.py
similarity index 100%
rename from examples/19-openai-realtime.py
rename to examples/realtime/openai.py
diff --git a/examples/50a-ultravox-realtime-text.py b/examples/realtime/ultravox-text.py
similarity index 100%
rename from examples/50a-ultravox-realtime-text.py
rename to examples/realtime/ultravox-text.py
diff --git a/examples/50-ultravox-realtime.py b/examples/realtime/ultravox.py
similarity index 100%
rename from examples/50-ultravox-realtime.py
rename to examples/realtime/ultravox.py
diff --git a/examples/14d-function-calling-anthropic-video.py b/examples/services/function-calling/anthropic-video.py
similarity index 100%
rename from examples/14d-function-calling-anthropic-video.py
rename to examples/services/function-calling/anthropic-video.py
diff --git a/examples/14a-function-calling-anthropic.py b/examples/services/function-calling/anthropic.py
similarity index 100%
rename from examples/14a-function-calling-anthropic.py
rename to examples/services/function-calling/anthropic.py
diff --git a/examples/14d-function-calling-aws-video.py b/examples/services/function-calling/aws-video.py
similarity index 100%
rename from examples/14d-function-calling-aws-video.py
rename to examples/services/function-calling/aws-video.py
diff --git a/examples/14r-function-calling-aws.py b/examples/services/function-calling/aws.py
similarity index 100%
rename from examples/14r-function-calling-aws.py
rename to examples/services/function-calling/aws.py
diff --git a/examples/14h-function-calling-azure.py b/examples/services/function-calling/azure.py
similarity index 100%
rename from examples/14h-function-calling-azure.py
rename to examples/services/function-calling/azure.py
diff --git a/examples/14k-function-calling-cerebras.py b/examples/services/function-calling/cerebras.py
similarity index 100%
rename from examples/14k-function-calling-cerebras.py
rename to examples/services/function-calling/cerebras.py
diff --git a/examples/14l-function-calling-deepseek.py b/examples/services/function-calling/deepseek.py
similarity index 100%
rename from examples/14l-function-calling-deepseek.py
rename to examples/services/function-calling/deepseek.py
diff --git a/examples/14t-function-calling-direct.py b/examples/services/function-calling/direct.py
similarity index 100%
rename from examples/14t-function-calling-direct.py
rename to examples/services/function-calling/direct.py
diff --git a/examples/14i-function-calling-fireworks.py b/examples/services/function-calling/fireworks.py
similarity index 100%
rename from examples/14i-function-calling-fireworks.py
rename to examples/services/function-calling/fireworks.py
diff --git a/examples/14o-function-calling-gemini-openai-format.py b/examples/services/function-calling/gemini-openai-format.py
similarity index 100%
rename from examples/14o-function-calling-gemini-openai-format.py
rename to examples/services/function-calling/gemini-openai-format.py
diff --git a/examples/14p-function-calling-gemini-vertex-ai.py b/examples/services/function-calling/google-vertex-ai.py
similarity index 100%
rename from examples/14p-function-calling-gemini-vertex-ai.py
rename to examples/services/function-calling/google-vertex-ai.py
diff --git a/examples/14d-function-calling-gemini-flash-video.py b/examples/services/function-calling/google-video.py
similarity index 100%
rename from examples/14d-function-calling-gemini-flash-video.py
rename to examples/services/function-calling/google-video.py
diff --git a/examples/14e-function-calling-google.py b/examples/services/function-calling/google.py
similarity index 100%
rename from examples/14e-function-calling-google.py
rename to examples/services/function-calling/google.py
diff --git a/examples/14g-function-calling-grok.py b/examples/services/function-calling/grok.py
similarity index 100%
rename from examples/14g-function-calling-grok.py
rename to examples/services/function-calling/grok.py
diff --git a/examples/14f-function-calling-groq.py b/examples/services/function-calling/groq.py
similarity index 100%
rename from examples/14f-function-calling-groq.py
rename to examples/services/function-calling/groq.py
diff --git a/examples/14w-function-calling-mistral.py b/examples/services/function-calling/mistral.py
similarity index 100%
rename from examples/14w-function-calling-mistral.py
rename to examples/services/function-calling/mistral.py
diff --git a/examples/14d-function-calling-moondream-video.py b/examples/services/function-calling/moondream-video.py
similarity index 100%
rename from examples/14d-function-calling-moondream-video.py
rename to examples/services/function-calling/moondream-video.py
diff --git a/examples/14v-function-calling-nebius.py b/examples/services/function-calling/nebius.py
similarity index 100%
rename from examples/14v-function-calling-nebius.py
rename to examples/services/function-calling/nebius.py
diff --git a/examples/14z-function-calling-novita.py b/examples/services/function-calling/novita.py
similarity index 100%
rename from examples/14z-function-calling-novita.py
rename to examples/services/function-calling/novita.py
diff --git a/examples/14j-function-calling-nvidia.py b/examples/services/function-calling/nvidia.py
similarity index 100%
rename from examples/14j-function-calling-nvidia.py
rename to examples/services/function-calling/nvidia.py
diff --git a/examples/14u-function-calling-ollama.py b/examples/services/function-calling/ollama.py
similarity index 100%
rename from examples/14u-function-calling-ollama.py
rename to examples/services/function-calling/ollama.py
diff --git a/examples/14-function-calling-openai-responses-http.py b/examples/services/function-calling/openai-responses-http.py
similarity index 100%
rename from examples/14-function-calling-openai-responses-http.py
rename to examples/services/function-calling/openai-responses-http.py
diff --git a/examples/14d-function-calling-openai-responses-video-http.py b/examples/services/function-calling/openai-responses-video-http.py
similarity index 100%
rename from examples/14d-function-calling-openai-responses-video-http.py
rename to examples/services/function-calling/openai-responses-video-http.py
diff --git a/examples/14d-function-calling-openai-responses-video.py b/examples/services/function-calling/openai-responses-video.py
similarity index 100%
rename from examples/14d-function-calling-openai-responses-video.py
rename to examples/services/function-calling/openai-responses-video.py
diff --git a/examples/14-function-calling-openai-responses.py b/examples/services/function-calling/openai-responses.py
similarity index 100%
rename from examples/14-function-calling-openai-responses.py
rename to examples/services/function-calling/openai-responses.py
diff --git a/examples/14d-function-calling-openai-video.py b/examples/services/function-calling/openai-video.py
similarity index 100%
rename from examples/14d-function-calling-openai-video.py
rename to examples/services/function-calling/openai-video.py
diff --git a/examples/14b-function-calling-openai.py b/examples/services/function-calling/openai.py
similarity index 100%
rename from examples/14b-function-calling-openai.py
rename to examples/services/function-calling/openai.py
diff --git a/examples/14m-function-calling-openrouter.py b/examples/services/function-calling/openrouter.py
similarity index 100%
rename from examples/14m-function-calling-openrouter.py
rename to examples/services/function-calling/openrouter.py
diff --git a/examples/14n-function-calling-perplexity.py b/examples/services/function-calling/perplexity.py
similarity index 100%
rename from examples/14n-function-calling-perplexity.py
rename to examples/services/function-calling/perplexity.py
diff --git a/examples/14q-function-calling-qwen.py b/examples/services/function-calling/qwen.py
similarity index 100%
rename from examples/14q-function-calling-qwen.py
rename to examples/services/function-calling/qwen.py
diff --git a/examples/14s-function-calling-sambanova.py b/examples/services/function-calling/sambanova.py
similarity index 100%
rename from examples/14s-function-calling-sambanova.py
rename to examples/services/function-calling/sambanova.py
diff --git a/examples/14y-function-calling-sarvam.py b/examples/services/function-calling/sarvam.py
similarity index 100%
rename from examples/14y-function-calling-sarvam.py
rename to examples/services/function-calling/sarvam.py
diff --git a/examples/14c-function-calling-together.py b/examples/services/function-calling/together.py
similarity index 100%
rename from examples/14c-function-calling-together.py
rename to examples/services/function-calling/together.py
diff --git a/examples/07zd-interruptible-aicoustics.py b/examples/services/speech/aicoustics.py
similarity index 100%
rename from examples/07zd-interruptible-aicoustics.py
rename to examples/services/speech/aicoustics.py
diff --git a/examples/07o-interruptible-assemblyai-turn-detection.py b/examples/services/speech/assemblyai-turn-detection.py
similarity index 100%
rename from examples/07o-interruptible-assemblyai-turn-detection.py
rename to examples/services/speech/assemblyai-turn-detection.py
diff --git a/examples/07o-interruptible-assemblyai.py b/examples/services/speech/assemblyai.py
similarity index 100%
rename from examples/07o-interruptible-assemblyai.py
rename to examples/services/speech/assemblyai.py
diff --git a/examples/07zc-interruptible-asyncai-http.py b/examples/services/speech/asyncai-http.py
similarity index 100%
rename from examples/07zc-interruptible-asyncai-http.py
rename to examples/services/speech/asyncai-http.py
diff --git a/examples/07zc-interruptible-asyncai.py b/examples/services/speech/asyncai.py
similarity index 100%
rename from examples/07zc-interruptible-asyncai.py
rename to examples/services/speech/asyncai.py
diff --git a/examples/07m-interruptible-aws-strands.py b/examples/services/speech/aws-strands.py
similarity index 100%
rename from examples/07m-interruptible-aws-strands.py
rename to examples/services/speech/aws-strands.py
diff --git a/examples/07m-interruptible-aws.py b/examples/services/speech/aws.py
similarity index 100%
rename from examples/07m-interruptible-aws.py
rename to examples/services/speech/aws.py
diff --git a/examples/07f-interruptible-azure-http.py b/examples/services/speech/azure-http.py
similarity index 100%
rename from examples/07f-interruptible-azure-http.py
rename to examples/services/speech/azure-http.py
diff --git a/examples/07f-interruptible-azure.py b/examples/services/speech/azure.py
similarity index 100%
rename from examples/07f-interruptible-azure.py
rename to examples/services/speech/azure.py
diff --git a/examples/07zg-interruptible-camb.py b/examples/services/speech/camb.py
similarity index 100%
rename from examples/07zg-interruptible-camb.py
rename to examples/services/speech/camb.py
diff --git a/examples/07-interruptible-cartesia-http.py b/examples/services/speech/cartesia-http.py
similarity index 100%
rename from examples/07-interruptible-cartesia-http.py
rename to examples/services/speech/cartesia-http.py
diff --git a/examples/06-listen-and-respond.py b/examples/services/speech/cartesia.py
similarity index 69%
rename from examples/06-listen-and-respond.py
rename to examples/services/speech/cartesia.py
index ec382681d..0489663e7 100644
--- a/examples/06-listen-and-respond.py
+++ b/examples/services/speech/cartesia.py
@@ -10,13 +10,7 @@ from dotenv import load_dotenv
from loguru import logger
from pipecat.audio.vad.silero import SileroVADAnalyzer
-from pipecat.frames.frames import Frame, LLMRunFrame, MetricsFrame
-from pipecat.metrics.metrics import (
- LLMUsageMetricsData,
- ProcessingMetricsData,
- TTFBMetricsData,
- TTSUsageMetricsData,
-)
+from pipecat.frames.frames import LLMRunFrame
from pipecat.pipeline.pipeline import Pipeline
from pipecat.pipeline.runner import PipelineRunner
from pipecat.pipeline.task import PipelineParams, PipelineTask
@@ -25,11 +19,10 @@ from pipecat.processors.aggregators.llm_response_universal import (
LLMContextAggregatorPair,
LLMUserAggregatorParams,
)
-from pipecat.processors.frame_processor import FrameDirection, FrameProcessor
from pipecat.runner.types import RunnerArguments
from pipecat.runner.utils import create_transport
+from pipecat.services.cartesia.stt import CartesiaSTTService
from pipecat.services.cartesia.tts import CartesiaTTSService
-from pipecat.services.deepgram.stt import DeepgramSTTService
from pipecat.services.openai.llm import OpenAILLMService
from pipecat.transports.base_transport import BaseTransport, TransportParams
from pipecat.transports.daily.transport import DailyParams
@@ -37,27 +30,6 @@ from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams
load_dotenv(override=True)
-
-class MetricsLogger(FrameProcessor):
- async def process_frame(self, frame: Frame, direction: FrameDirection):
- await super().process_frame(frame, direction)
-
- if isinstance(frame, MetricsFrame):
- for d in frame.data:
- if isinstance(d, TTFBMetricsData):
- print(f"!!! MetricsFrame: {frame}, ttfb: {d.value}")
- elif isinstance(d, ProcessingMetricsData):
- print(f"!!! MetricsFrame: {frame}, processing: {d.value}")
- elif isinstance(d, LLMUsageMetricsData):
- tokens = d.value
- print(
- f"!!! MetricsFrame: {frame}, tokens: {tokens.prompt_tokens}, characters: {tokens.completion_tokens}"
- )
- elif isinstance(d, TTSUsageMetricsData):
- print(f"!!! MetricsFrame: {frame}, characters: {d.value}")
- await self.push_frame(frame, direction)
-
-
# We use lambdas to defer transport parameter creation until the transport
# type is selected at runtime.
transport_params = {
@@ -79,7 +51,7 @@ transport_params = {
async def run_bot(transport: BaseTransport, runner_args: RunnerArguments):
logger.info(f"Starting bot")
- stt = DeepgramSTTService(api_key=os.getenv("DEEPGRAM_API_KEY"))
+ stt = CartesiaSTTService(api_key=os.getenv("CARTESIA_API_KEY"))
tts = CartesiaTTSService(
api_key=os.getenv("CARTESIA_API_KEY"),
@@ -95,8 +67,6 @@ async def run_bot(transport: BaseTransport, runner_args: RunnerArguments):
),
)
- ml = MetricsLogger()
-
context = LLMContext()
user_aggregator, assistant_aggregator = LLMContextAggregatorPair(
context,
@@ -105,14 +75,13 @@ async def run_bot(transport: BaseTransport, runner_args: RunnerArguments):
pipeline = Pipeline(
[
- transport.input(),
+ transport.input(), # Transport user input
stt,
- user_aggregator,
- llm,
- tts,
- ml,
- transport.output(),
- assistant_aggregator,
+ user_aggregator, # User responses
+ llm, # LLM
+ tts, # TTS
+ transport.output(), # Transport bot output
+ assistant_aggregator, # Assistant spoken responses
]
)
@@ -140,6 +109,7 @@ async def run_bot(transport: BaseTransport, runner_args: RunnerArguments):
await task.cancel()
runner = PipelineRunner(handle_sigint=runner_args.handle_sigint)
+
await runner.run(task)
diff --git a/examples/07c-interruptible-deepgram-flux-sagemaker.py b/examples/services/speech/deepgram-flux-sagemaker.py
similarity index 100%
rename from examples/07c-interruptible-deepgram-flux-sagemaker.py
rename to examples/services/speech/deepgram-flux-sagemaker.py
diff --git a/examples/07c-interruptible-deepgram-flux.py b/examples/services/speech/deepgram-flux.py
similarity index 100%
rename from examples/07c-interruptible-deepgram-flux.py
rename to examples/services/speech/deepgram-flux.py
diff --git a/examples/07c-interruptible-deepgram-http.py b/examples/services/speech/deepgram-http.py
similarity index 100%
rename from examples/07c-interruptible-deepgram-http.py
rename to examples/services/speech/deepgram-http.py
diff --git a/examples/07c-interruptible-deepgram-sagemaker.py b/examples/services/speech/deepgram-sagemaker.py
similarity index 100%
rename from examples/07c-interruptible-deepgram-sagemaker.py
rename to examples/services/speech/deepgram-sagemaker.py
diff --git a/examples/07c-interruptible-deepgram-vad.py b/examples/services/speech/deepgram-vad.py
similarity index 100%
rename from examples/07c-interruptible-deepgram-vad.py
rename to examples/services/speech/deepgram-vad.py
diff --git a/examples/07c-interruptible-deepgram.py b/examples/services/speech/deepgram.py
similarity index 100%
rename from examples/07c-interruptible-deepgram.py
rename to examples/services/speech/deepgram.py
diff --git a/examples/07d-interruptible-elevenlabs-http.py b/examples/services/speech/elevenlabs-http.py
similarity index 100%
rename from examples/07d-interruptible-elevenlabs-http.py
rename to examples/services/speech/elevenlabs-http.py
diff --git a/examples/07d-interruptible-elevenlabs.py b/examples/services/speech/elevenlabs.py
similarity index 100%
rename from examples/07d-interruptible-elevenlabs.py
rename to examples/services/speech/elevenlabs.py
diff --git a/examples/07w-interruptible-fal.py b/examples/services/speech/fal.py
similarity index 100%
rename from examples/07w-interruptible-fal.py
rename to examples/services/speech/fal.py
diff --git a/examples/07t-interruptible-fish.py b/examples/services/speech/fish.py
similarity index 100%
rename from examples/07t-interruptible-fish.py
rename to examples/services/speech/fish.py
diff --git a/examples/07j-interruptible-gladia-vad.py b/examples/services/speech/gladia-vad.py
similarity index 100%
rename from examples/07j-interruptible-gladia-vad.py
rename to examples/services/speech/gladia-vad.py
diff --git a/examples/07j-interruptible-gladia.py b/examples/services/speech/gladia.py
similarity index 100%
rename from examples/07j-interruptible-gladia.py
rename to examples/services/speech/gladia.py
diff --git a/examples/07s-interruptible-google-audio-in.py b/examples/services/speech/google-audio-in.py
similarity index 100%
rename from examples/07s-interruptible-google-audio-in.py
rename to examples/services/speech/google-audio-in.py
diff --git a/examples/07n-interruptible-gemini.py b/examples/services/speech/google-gemini-tts.py
similarity index 100%
rename from examples/07n-interruptible-gemini.py
rename to examples/services/speech/google-gemini-tts.py
diff --git a/examples/07n-interruptible-google-http.py b/examples/services/speech/google-http.py
similarity index 100%
rename from examples/07n-interruptible-google-http.py
rename to examples/services/speech/google-http.py
diff --git a/examples/07n-interruptible-gemini-image.py b/examples/services/speech/google-image.py
similarity index 100%
rename from examples/07n-interruptible-gemini-image.py
rename to examples/services/speech/google-image.py
diff --git a/examples/07n-interruptible-google.py b/examples/services/speech/google.py
similarity index 100%
rename from examples/07n-interruptible-google.py
rename to examples/services/speech/google.py
diff --git a/examples/07zf-interruptible-gradium.py b/examples/services/speech/gradium.py
similarity index 100%
rename from examples/07zf-interruptible-gradium.py
rename to examples/services/speech/gradium.py
diff --git a/examples/07l-interruptible-groq.py b/examples/services/speech/groq.py
similarity index 100%
rename from examples/07l-interruptible-groq.py
rename to examples/services/speech/groq.py
diff --git a/examples/07ze-interruptible-hume.py b/examples/services/speech/hume.py
similarity index 100%
rename from examples/07ze-interruptible-hume.py
rename to examples/services/speech/hume.py
diff --git a/examples/07zb-interruptible-inworld-http.py b/examples/services/speech/inworld-http.py
similarity index 100%
rename from examples/07zb-interruptible-inworld-http.py
rename to examples/services/speech/inworld-http.py
diff --git a/examples/07zb-interruptible-inworld.py b/examples/services/speech/inworld.py
similarity index 100%
rename from examples/07zb-interruptible-inworld.py
rename to examples/services/speech/inworld.py
diff --git a/examples/07zj-interruptible-kokoro.py b/examples/services/speech/kokoro.py
similarity index 100%
rename from examples/07zj-interruptible-kokoro.py
rename to examples/services/speech/kokoro.py
diff --git a/examples/07p-interruptible-krisp-viva.py b/examples/services/speech/krisp-viva.py
similarity index 100%
rename from examples/07p-interruptible-krisp-viva.py
rename to examples/services/speech/krisp-viva.py
diff --git a/examples/07b-interruptible-langchain.py b/examples/services/speech/langchain.py
similarity index 100%
rename from examples/07b-interruptible-langchain.py
rename to examples/services/speech/langchain.py
diff --git a/examples/07k-interruptible-lmnt.py b/examples/services/speech/lmnt.py
similarity index 100%
rename from examples/07k-interruptible-lmnt.py
rename to examples/services/speech/lmnt.py
diff --git a/examples/07y-interruptible-minimax.py b/examples/services/speech/minimax.py
similarity index 100%
rename from examples/07y-interruptible-minimax.py
rename to examples/services/speech/minimax.py
diff --git a/examples/07v-interruptible-neuphonic-http.py b/examples/services/speech/neuphonic-http.py
similarity index 100%
rename from examples/07v-interruptible-neuphonic-http.py
rename to examples/services/speech/neuphonic-http.py
diff --git a/examples/07v-interruptible-neuphonic.py b/examples/services/speech/neuphonic.py
similarity index 100%
rename from examples/07v-interruptible-neuphonic.py
rename to examples/services/speech/neuphonic.py
diff --git a/examples/07r-interruptible-nvidia.py b/examples/services/speech/nvidia.py
similarity index 100%
rename from examples/07r-interruptible-nvidia.py
rename to examples/services/speech/nvidia.py
diff --git a/examples/07g-interruptible-openai-http.py b/examples/services/speech/openai-http.py
similarity index 100%
rename from examples/07g-interruptible-openai-http.py
rename to examples/services/speech/openai-http.py
diff --git a/examples/07-interruptible-openai-responses-http.py b/examples/services/speech/openai-responses-http.py
similarity index 100%
rename from examples/07-interruptible-openai-responses-http.py
rename to examples/services/speech/openai-responses-http.py
diff --git a/examples/07-interruptible-openai-responses.py b/examples/services/speech/openai-responses.py
similarity index 100%
rename from examples/07-interruptible-openai-responses.py
rename to examples/services/speech/openai-responses.py
diff --git a/examples/07g-interruptible-openai.py b/examples/services/speech/openai.py
similarity index 100%
rename from examples/07g-interruptible-openai.py
rename to examples/services/speech/openai.py
diff --git a/examples/07zi-interruptible-piper.py b/examples/services/speech/piper.py
similarity index 100%
rename from examples/07zi-interruptible-piper.py
rename to examples/services/speech/piper.py
diff --git a/examples/07zk-interruptible-resemble.py b/examples/services/speech/resemble.py
similarity index 100%
rename from examples/07zk-interruptible-resemble.py
rename to examples/services/speech/resemble.py
diff --git a/examples/07q-interruptible-rime-http.py b/examples/services/speech/rime-http.py
similarity index 100%
rename from examples/07q-interruptible-rime-http.py
rename to examples/services/speech/rime-http.py
diff --git a/examples/07q-interruptible-rime.py b/examples/services/speech/rime.py
similarity index 100%
rename from examples/07q-interruptible-rime.py
rename to examples/services/speech/rime.py
diff --git a/examples/07z-interruptible-sarvam-http.py b/examples/services/speech/sarvam-http.py
similarity index 100%
rename from examples/07z-interruptible-sarvam-http.py
rename to examples/services/speech/sarvam-http.py
diff --git a/examples/07z-interruptible-sarvam.py b/examples/services/speech/sarvam.py
similarity index 100%
rename from examples/07z-interruptible-sarvam.py
rename to examples/services/speech/sarvam.py
diff --git a/examples/07zl-interruptible-smallest.py b/examples/services/speech/smallest.py
similarity index 100%
rename from examples/07zl-interruptible-smallest.py
rename to examples/services/speech/smallest.py
diff --git a/examples/07za-interruptible-soniox.py b/examples/services/speech/soniox.py
similarity index 100%
rename from examples/07za-interruptible-soniox.py
rename to examples/services/speech/soniox.py
diff --git a/examples/07a-interruptible-speechmatics-vad.py b/examples/services/speech/speechmatics-vad.py
similarity index 100%
rename from examples/07a-interruptible-speechmatics-vad.py
rename to examples/services/speech/speechmatics-vad.py
diff --git a/examples/07a-interruptible-speechmatics.py b/examples/services/speech/speechmatics.py
similarity index 100%
rename from examples/07a-interruptible-speechmatics.py
rename to examples/services/speech/speechmatics.py
diff --git a/examples/07e-interruptible-xai.py b/examples/services/speech/xai.py
similarity index 100%
rename from examples/07e-interruptible-xai.py
rename to examples/services/speech/xai.py
diff --git a/examples/07i-interruptible-xtts.py b/examples/services/speech/xtts.py
similarity index 100%
rename from examples/07i-interruptible-xtts.py
rename to examples/services/speech/xtts.py
diff --git a/examples/39-mcp-stdio.py b/examples/thinking-and-mcp/mcp-stdio.py
similarity index 100%
rename from examples/39-mcp-stdio.py
rename to examples/thinking-and-mcp/mcp-stdio.py
diff --git a/examples/39b-mcp-streamable-http-gemini-live.py b/examples/thinking-and-mcp/mcp-streamable-http-gemini-live.py
similarity index 100%
rename from examples/39b-mcp-streamable-http-gemini-live.py
rename to examples/thinking-and-mcp/mcp-streamable-http-gemini-live.py
diff --git a/examples/39a-mcp-streamable-http.py b/examples/thinking-and-mcp/mcp-streamable-http.py
similarity index 100%
rename from examples/39a-mcp-streamable-http.py
rename to examples/thinking-and-mcp/mcp-streamable-http.py
diff --git a/examples/39c-multiple-mcp.py b/examples/thinking-and-mcp/multiple-mcp.py
similarity index 100%
rename from examples/39c-multiple-mcp.py
rename to examples/thinking-and-mcp/multiple-mcp.py
diff --git a/examples/49a-thinking-anthropic.py b/examples/thinking-and-mcp/thinking-anthropic.py
similarity index 100%
rename from examples/49a-thinking-anthropic.py
rename to examples/thinking-and-mcp/thinking-anthropic.py
diff --git a/examples/49c-thinking-functions-anthropic.py b/examples/thinking-and-mcp/thinking-functions-anthropic.py
similarity index 100%
rename from examples/49c-thinking-functions-anthropic.py
rename to examples/thinking-and-mcp/thinking-functions-anthropic.py
diff --git a/examples/49d-thinking-functions-google.py b/examples/thinking-and-mcp/thinking-functions-google.py
similarity index 100%
rename from examples/49d-thinking-functions-google.py
rename to examples/thinking-and-mcp/thinking-functions-google.py
diff --git a/examples/49b-thinking-google.py b/examples/thinking-and-mcp/thinking-google.py
similarity index 100%
rename from examples/49b-thinking-google.py
rename to examples/thinking-and-mcp/thinking-google.py
diff --git a/examples/13d-assemblyai-transcription.py b/examples/transcription/assemblyai.py
similarity index 100%
rename from examples/13d-assemblyai-transcription.py
rename to examples/transcription/assemblyai.py
diff --git a/examples/13j-azure-transcription.py b/examples/transcription/azure.py
similarity index 100%
rename from examples/13j-azure-transcription.py
rename to examples/transcription/azure.py
diff --git a/examples/13f-cartesia-transcription.py b/examples/transcription/cartesia.py
similarity index 100%
rename from examples/13f-cartesia-transcription.py
rename to examples/transcription/cartesia.py
diff --git a/examples/13b-deepgram-transcription.py b/examples/transcription/deepgram.py
similarity index 100%
rename from examples/13b-deepgram-transcription.py
rename to examples/transcription/deepgram.py
diff --git a/examples/13k-elevenlabs-transcription.py b/examples/transcription/elevenlabs.py
similarity index 100%
rename from examples/13k-elevenlabs-transcription.py
rename to examples/transcription/elevenlabs.py
diff --git a/examples/13c-gladia-transcription.py b/examples/transcription/gladia-transcription.py
similarity index 100%
rename from examples/13c-gladia-transcription.py
rename to examples/transcription/gladia-transcription.py
diff --git a/examples/13c-gladia-translation.py b/examples/transcription/gladia-translation.py
similarity index 100%
rename from examples/13c-gladia-translation.py
rename to examples/transcription/gladia-translation.py
diff --git a/examples/25-google-audio-in.py b/examples/transcription/google-llm.py
similarity index 100%
rename from examples/25-google-audio-in.py
rename to examples/transcription/google-llm.py
diff --git a/examples/13l-gradium-transcription.py b/examples/transcription/gradium.py
similarity index 100%
rename from examples/13l-gradium-transcription.py
rename to examples/transcription/gradium.py
diff --git a/examples/13m-openai-transcription.py b/examples/transcription/openai.py
similarity index 100%
rename from examples/13m-openai-transcription.py
rename to examples/transcription/openai.py
diff --git a/examples/13i-soniox-transcription.py b/examples/transcription/soniox.py
similarity index 100%
rename from examples/13i-soniox-transcription.py
rename to examples/transcription/soniox.py
diff --git a/examples/13h-speechmatics-transcription.py b/examples/transcription/speechmatics.py
similarity index 100%
rename from examples/13h-speechmatics-transcription.py
rename to examples/transcription/speechmatics.py
diff --git a/examples/13a-whisper-local.py b/examples/transcription/whisper-local.py
similarity index 100%
rename from examples/13a-whisper-local.py
rename to examples/transcription/whisper-local.py
diff --git a/examples/13e-whisper-mlx.py b/examples/transcription/whisper-mlx.py
similarity index 100%
rename from examples/13e-whisper-mlx.py
rename to examples/transcription/whisper-mlx.py
diff --git a/examples/13-whisper-transcription.py b/examples/transcription/whisper.py
similarity index 100%
rename from examples/13-whisper-transcription.py
rename to examples/transcription/whisper.py
diff --git a/examples/04a-transports-daily.py b/examples/transports/daily.py
similarity index 100%
rename from examples/04a-transports-daily.py
rename to examples/transports/daily.py
diff --git a/examples/04b-transports-livekit.py b/examples/transports/livekit.py
similarity index 100%
rename from examples/04b-transports-livekit.py
rename to examples/transports/livekit.py
diff --git a/examples/04-transports-small-webrtc.py b/examples/transports/small-webrtc.py
similarity index 100%
rename from examples/04-transports-small-webrtc.py
rename to examples/transports/small-webrtc.py
diff --git a/examples/17-detect-user-idle.py b/examples/turn-management/detect-user-idle.py
similarity index 100%
rename from examples/17-detect-user-idle.py
rename to examples/turn-management/detect-user-idle.py
diff --git a/examples/22-filter-incomplete-turns.py b/examples/turn-management/filter-incomplete-turns.py
similarity index 100%
rename from examples/22-filter-incomplete-turns.py
rename to examples/turn-management/filter-incomplete-turns.py
diff --git a/examples/42-interruption-config.py b/examples/turn-management/interruption-config.py
similarity index 100%
rename from examples/42-interruption-config.py
rename to examples/turn-management/interruption-config.py
diff --git a/examples/38a-smart-turn-local-coreml.py b/examples/turn-management/smart-turn-local-coreml.py
similarity index 100%
rename from examples/38a-smart-turn-local-coreml.py
rename to examples/turn-management/smart-turn-local-coreml.py
diff --git a/examples/38b-smart-turn-local.py b/examples/turn-management/smart-turn-local.py
similarity index 100%
rename from examples/38b-smart-turn-local.py
rename to examples/turn-management/smart-turn-local.py
diff --git a/examples/29-turn-tracking-observer.py b/examples/turn-management/turn-tracking-observer.py
similarity index 100%
rename from examples/29-turn-tracking-observer.py
rename to examples/turn-management/turn-tracking-observer.py
diff --git a/examples/28-user-assistant-turns.py b/examples/turn-management/user-assistant-turns.py
similarity index 100%
rename from examples/28-user-assistant-turns.py
rename to examples/turn-management/user-assistant-turns.py
diff --git a/examples/24-user-mute-strategy.py b/examples/turn-management/user-mute-strategy.py
similarity index 100%
rename from examples/24-user-mute-strategy.py
rename to examples/turn-management/user-mute-strategy.py
diff --git a/examples/55zj-update-settings-anthropic-llm.py b/examples/update-settings/llm/anthropic.py
similarity index 100%
rename from examples/55zj-update-settings-anthropic-llm.py
rename to examples/update-settings/llm/anthropic.py
diff --git a/examples/55zp-update-settings-aws-bedrock-llm.py b/examples/update-settings/llm/aws-bedrock.py
similarity index 100%
rename from examples/55zp-update-settings-aws-bedrock-llm.py
rename to examples/update-settings/llm/aws-bedrock.py
diff --git a/examples/55zzk-update-settings-aws-nova-sonic-llm.py b/examples/update-settings/llm/aws-nova-sonic.py
similarity index 100%
rename from examples/55zzk-update-settings-aws-nova-sonic-llm.py
rename to examples/update-settings/llm/aws-nova-sonic.py
diff --git a/examples/55zl-update-settings-azure-realtime.py b/examples/update-settings/llm/azure-realtime.py
similarity index 100%
rename from examples/55zl-update-settings-azure-realtime.py
rename to examples/update-settings/llm/azure-realtime.py
diff --git a/examples/55zi-update-settings-azure-llm.py b/examples/update-settings/llm/azure.py
similarity index 100%
rename from examples/55zi-update-settings-azure-llm.py
rename to examples/update-settings/llm/azure.py
diff --git a/examples/55zx-update-settings-cerebras-llm.py b/examples/update-settings/llm/cerebras.py
similarity index 100%
rename from examples/55zx-update-settings-cerebras-llm.py
rename to examples/update-settings/llm/cerebras.py
diff --git a/examples/55zy-update-settings-deepseek-llm.py b/examples/update-settings/llm/deepseek.py
similarity index 100%
rename from examples/55zy-update-settings-deepseek-llm.py
rename to examples/update-settings/llm/deepseek.py
diff --git a/examples/55zz-update-settings-fireworks-llm.py b/examples/update-settings/llm/fireworks.py
similarity index 100%
rename from examples/55zz-update-settings-fireworks-llm.py
rename to examples/update-settings/llm/fireworks.py
diff --git a/examples/55zm-update-settings-gemini-live-vertex.py b/examples/update-settings/llm/gemini-live-vertex.py
similarity index 100%
rename from examples/55zm-update-settings-gemini-live-vertex.py
rename to examples/update-settings/llm/gemini-live-vertex.py
diff --git a/examples/55zm-update-settings-gemini-live.py b/examples/update-settings/llm/gemini-live.py
similarity index 100%
rename from examples/55zm-update-settings-gemini-live.py
rename to examples/update-settings/llm/gemini-live.py
diff --git a/examples/55zk-update-settings-google-vertex-llm.py b/examples/update-settings/llm/google-vertex.py
similarity index 100%
rename from examples/55zk-update-settings-google-vertex-llm.py
rename to examples/update-settings/llm/google-vertex.py
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rename from examples/12d-describe-image-moondream.py
rename to examples/vision/moondream.py
diff --git a/examples/12-describe-image-openai-responses-http.py b/examples/vision/openai-responses-http.py
similarity index 100%
rename from examples/12-describe-image-openai-responses-http.py
rename to examples/vision/openai-responses-http.py
diff --git a/examples/12-describe-image-openai-responses.py b/examples/vision/openai-responses.py
similarity index 100%
rename from examples/12-describe-image-openai-responses.py
rename to examples/vision/openai-responses.py
diff --git a/examples/12-describe-image-openai.py b/examples/vision/openai.py
similarity index 100%
rename from examples/12-describe-image-openai.py
rename to examples/vision/openai.py
diff --git a/scripts/evals/run-release-evals.py b/scripts/evals/run-release-evals.py
index 92e872ac2..3c540ff87 100644
--- a/scripts/evals/run-release-evals.py
+++ b/scripts/evals/run-release-evals.py
@@ -96,214 +96,175 @@ EVAL_COMPLETE_TURN = EvalConfig(
)
-TESTS_07 = [
- # 07 series
- ("07-interruptible.py", EVAL_SIMPLE_MATH),
- ("07-interruptible-cartesia-http.py", EVAL_SIMPLE_MATH),
- ("07a-interruptible-speechmatics.py", EVAL_SIMPLE_MATH),
- ("07a-interruptible-speechmatics-vad.py", EVAL_SIMPLE_MATH),
- ("07b-interruptible-langchain.py", EVAL_SIMPLE_MATH),
- ("07c-interruptible-deepgram.py", EVAL_SIMPLE_MATH),
- ("07c-interruptible-deepgram-flux.py", EVAL_SIMPLE_MATH),
- ("07c-interruptible-deepgram-http.py", EVAL_SIMPLE_MATH),
- ("07d-interruptible-elevenlabs.py", EVAL_SIMPLE_MATH),
- ("07d-interruptible-elevenlabs-http.py", EVAL_SIMPLE_MATH),
- ("07e-interruptible-xai.py", EVAL_SIMPLE_MATH),
- ("07f-interruptible-azure.py", EVAL_SIMPLE_MATH),
- ("07f-interruptible-azure-http.py", EVAL_SIMPLE_MATH),
- ("07g-interruptible-openai.py", EVAL_SIMPLE_MATH),
- ("07g-interruptible-openai-http.py", EVAL_SIMPLE_MATH),
- ("07j-interruptible-gladia.py", EVAL_SIMPLE_MATH),
- ("07j-interruptible-gladia-vad.py", EVAL_SIMPLE_MATH),
- ("07k-interruptible-lmnt.py", EVAL_SIMPLE_MATH),
- ("07l-interruptible-groq.py", EVAL_SIMPLE_MATH),
- ("07m-interruptible-aws.py", EVAL_SIMPLE_MATH),
- ("07m-interruptible-aws-strands.py", EVAL_WEATHER),
- ("07n-interruptible-gemini.py", EVAL_SIMPLE_MATH),
- ("07n-interruptible-google.py", EVAL_SIMPLE_MATH),
- ("07n-interruptible-google-http.py", EVAL_SIMPLE_MATH),
- ("07o-interruptible-assemblyai.py", EVAL_SIMPLE_MATH),
- ("07p-interruptible-krisp-viva.py", EVAL_SIMPLE_MATH),
- ("07q-interruptible-rime.py", EVAL_SIMPLE_MATH),
- ("07q-interruptible-rime-http.py", EVAL_SIMPLE_MATH),
- ("07r-interruptible-nvidia.py", EVAL_SIMPLE_MATH),
- ("07s-interruptible-google-audio-in.py", EVAL_SIMPLE_MATH),
- ("07t-interruptible-fish.py", EVAL_SIMPLE_MATH),
- ("07v-interruptible-neuphonic.py", EVAL_SIMPLE_MATH),
- ("07v-interruptible-neuphonic-http.py", EVAL_SIMPLE_MATH),
- ("07w-interruptible-fal.py", EVAL_SIMPLE_MATH),
- ("07y-interruptible-minimax.py", EVAL_SIMPLE_MATH),
- ("07z-interruptible-sarvam.py", EVAL_SIMPLE_MATH),
- ("07z-interruptible-sarvam-http.py", EVAL_SIMPLE_MATH),
- ("07za-interruptible-soniox.py", EVAL_SIMPLE_MATH),
- ("07zb-interruptible-inworld.py", EVAL_SIMPLE_MATH),
- ("07zb-interruptible-inworld-http.py", EVAL_SIMPLE_MATH),
- ("07zc-interruptible-asyncai.py", EVAL_SIMPLE_MATH),
- ("07zc-interruptible-asyncai-http.py", EVAL_SIMPLE_MATH),
- ("07zd-interruptible-aicoustics.py", EVAL_SIMPLE_MATH),
- ("07ze-interruptible-hume.py", EVAL_SIMPLE_MATH),
- ("07zf-interruptible-gradium.py", EVAL_SIMPLE_MATH),
- ("07zg-interruptible-camb.py", EVAL_SIMPLE_MATH),
- ("07zi-interruptible-piper.py", EVAL_SIMPLE_MATH),
- ("07zj-interruptible-kokoro.py", EVAL_SIMPLE_MATH),
- ("07zk-interruptible-resembleai.py", EVAL_SIMPLE_MATH),
- ("07zl-interruptible-smallest.py", EVAL_SIMPLE_MATH),
- ("07-interruptible-openai-responses.py", EVAL_SIMPLE_MATH),
- ("07-interruptible-openai-responses-http.py", EVAL_SIMPLE_MATH),
+TESTS_SPEECH = [
+ ("services/speech/cartesia.py", EVAL_SIMPLE_MATH),
+ ("services/speech/cartesia-http.py", EVAL_SIMPLE_MATH),
+ ("services/speech/speechmatics.py", EVAL_SIMPLE_MATH),
+ ("services/speech/speechmatics-vad.py", EVAL_SIMPLE_MATH),
+ ("services/speech/langchain.py", EVAL_SIMPLE_MATH),
+ ("services/speech/deepgram.py", EVAL_SIMPLE_MATH),
+ ("services/speech/deepgram-flux.py", EVAL_SIMPLE_MATH),
+ ("services/speech/deepgram-http.py", EVAL_SIMPLE_MATH),
+ ("services/speech/elevenlabs.py", EVAL_SIMPLE_MATH),
+ ("services/speech/elevenlabs-http.py", EVAL_SIMPLE_MATH),
+ ("services/speech/xai.py", EVAL_SIMPLE_MATH),
+ ("services/speech/azure.py", EVAL_SIMPLE_MATH),
+ ("services/speech/azure-http.py", EVAL_SIMPLE_MATH),
+ ("services/speech/openai.py", EVAL_SIMPLE_MATH),
+ ("services/speech/openai-http.py", EVAL_SIMPLE_MATH),
+ ("services/speech/gladia.py", EVAL_SIMPLE_MATH),
+ ("services/speech/gladia-vad.py", EVAL_SIMPLE_MATH),
+ ("services/speech/lmnt.py", EVAL_SIMPLE_MATH),
+ ("services/speech/groq.py", EVAL_SIMPLE_MATH),
+ ("services/speech/aws.py", EVAL_SIMPLE_MATH),
+ ("services/speech/aws-strands.py", EVAL_WEATHER),
+ ("services/speech/google-gemini-tts.py", EVAL_SIMPLE_MATH),
+ ("services/speech/google.py", EVAL_SIMPLE_MATH),
+ ("services/speech/google-http.py", EVAL_SIMPLE_MATH),
+ ("services/speech/assemblyai.py", EVAL_SIMPLE_MATH),
+ ("services/speech/krisp-viva.py", EVAL_SIMPLE_MATH),
+ ("services/speech/rime.py", EVAL_SIMPLE_MATH),
+ ("services/speech/rime-http.py", EVAL_SIMPLE_MATH),
+ ("services/speech/nvidia.py", EVAL_SIMPLE_MATH),
+ ("services/speech/google-audio-in.py", EVAL_SIMPLE_MATH),
+ ("services/speech/fish.py", EVAL_SIMPLE_MATH),
+ ("services/speech/neuphonic.py", EVAL_SIMPLE_MATH),
+ ("services/speech/neuphonic-http.py", EVAL_SIMPLE_MATH),
+ ("services/speech/fal.py", EVAL_SIMPLE_MATH),
+ ("services/speech/minimax.py", EVAL_SIMPLE_MATH),
+ ("services/speech/sarvam.py", EVAL_SIMPLE_MATH),
+ ("services/speech/sarvam-http.py", EVAL_SIMPLE_MATH),
+ ("services/speech/soniox.py", EVAL_SIMPLE_MATH),
+ ("services/speech/inworld.py", EVAL_SIMPLE_MATH),
+ ("services/speech/inworld-http.py", EVAL_SIMPLE_MATH),
+ ("services/speech/asyncai.py", EVAL_SIMPLE_MATH),
+ ("services/speech/asyncai-http.py", EVAL_SIMPLE_MATH),
+ ("services/speech/aicoustics.py", EVAL_SIMPLE_MATH),
+ ("services/speech/hume.py", EVAL_SIMPLE_MATH),
+ ("services/speech/gradium.py", EVAL_SIMPLE_MATH),
+ ("services/speech/camb.py", EVAL_SIMPLE_MATH),
+ ("services/speech/piper.py", EVAL_SIMPLE_MATH),
+ ("services/speech/kokoro.py", EVAL_SIMPLE_MATH),
+ ("services/speech/resemble.py", EVAL_SIMPLE_MATH),
+ ("services/speech/smallest.py", EVAL_SIMPLE_MATH),
+ ("services/speech/openai-responses.py", EVAL_SIMPLE_MATH),
+ ("services/speech/openai-responses-http.py", EVAL_SIMPLE_MATH),
# Needs a local XTTS docker instance running.
- # ("07i-interruptible-xtts.py", EVAL_SIMPLE_MATH),
+ # ("services/speech/xtts.py", EVAL_SIMPLE_MATH),
]
-TESTS_12 = [
- ("12-describe-image-openai.py", EVAL_VISION_IMAGE(eval_speaks_first=True)),
- ("12-describe-image-openai-responses.py", EVAL_VISION_IMAGE(eval_speaks_first=True)),
- ("12-describe-image-openai-responses-http.py", EVAL_VISION_IMAGE(eval_speaks_first=True)),
- ("12a-describe-image-anthropic.py", EVAL_VISION_IMAGE(eval_speaks_first=True)),
- ("12b-describe-image-aws.py", EVAL_VISION_IMAGE(eval_speaks_first=True)),
- ("12c-describe-image-gemini-flash.py", EVAL_VISION_IMAGE(eval_speaks_first=True)),
- ("12d-describe-image-moondream.py", EVAL_VISION_IMAGE()),
+TESTS_VISION = [
+ ("vision/openai.py", EVAL_VISION_IMAGE(eval_speaks_first=True)),
+ ("vision/openai-responses.py", EVAL_VISION_IMAGE(eval_speaks_first=True)),
+ ("vision/openai-responses-http.py", EVAL_VISION_IMAGE(eval_speaks_first=True)),
+ ("vision/anthropic.py", EVAL_VISION_IMAGE(eval_speaks_first=True)),
+ ("vision/aws.py", EVAL_VISION_IMAGE(eval_speaks_first=True)),
+ ("vision/gemini-flash.py", EVAL_VISION_IMAGE(eval_speaks_first=True)),
+ ("vision/moondream.py", EVAL_VISION_IMAGE()),
]
# For a few major services, we also test parallel function calling.
# (We don't bother doing this with every single service, as it's expensive and
# most rely on the same OpenAI-compatible implementation.)
-TESTS_14 = [
- ("14-function-calling.py", EVAL_WEATHER),
- ("14-function-calling.py", EVAL_WEATHER_AND_RESTAURANT),
- ("14-function-calling-openai-responses.py", EVAL_WEATHER),
- ("14-function-calling-openai-responses.py", EVAL_WEATHER_AND_RESTAURANT),
- ("14-function-calling-openai-responses-http.py", EVAL_WEATHER),
- ("14-function-calling-openai-responses-http.py", EVAL_WEATHER_AND_RESTAURANT),
- ("14a-function-calling-anthropic.py", EVAL_WEATHER),
- ("14a-function-calling-anthropic.py", EVAL_WEATHER_AND_RESTAURANT),
- ("14b-function-calling-openai.py", EVAL_WEATHER),
- ("14e-function-calling-google.py", EVAL_WEATHER),
- ("14e-function-calling-google.py", EVAL_WEATHER_AND_RESTAURANT),
- ("14f-function-calling-groq.py", EVAL_WEATHER),
- ("14g-function-calling-grok.py", EVAL_WEATHER),
- ("14h-function-calling-azure.py", EVAL_WEATHER),
- ("14i-function-calling-fireworks.py", EVAL_WEATHER),
- ("14j-function-calling-nvidia.py", EVAL_WEATHER),
- ("14k-function-calling-cerebras.py", EVAL_WEATHER),
- ("14m-function-calling-openrouter.py", EVAL_WEATHER),
- ("14n-function-calling-perplexity.py", EVAL_WEATHER),
- ("14p-function-calling-gemini-vertex-ai.py", EVAL_WEATHER),
- ("14q-function-calling-qwen.py", EVAL_WEATHER),
- ("14r-function-calling-aws.py", EVAL_WEATHER),
- ("14s-function-calling-sambanova.py", EVAL_WEATHER),
- ("14r-function-calling-aws.py", EVAL_WEATHER_AND_RESTAURANT),
- ("14v-function-calling-nebius.py", EVAL_WEATHER),
- ("14w-function-calling-mistral.py", EVAL_WEATHER),
- ("14y-function-calling-sarvam.py", EVAL_WEATHER),
- ("14z-function-calling-novita.py", EVAL_WEATHER),
+TESTS_FUNCTION_CALLING = [
+ ("getting-started/07-function-calling.py", EVAL_WEATHER),
+ ("getting-started/07-function-calling.py", EVAL_WEATHER_AND_RESTAURANT),
+ ("services/function-calling/openai-responses.py", EVAL_WEATHER),
+ ("services/function-calling/openai-responses.py", EVAL_WEATHER_AND_RESTAURANT),
+ ("services/function-calling/openai-responses-http.py", EVAL_WEATHER),
+ ("services/function-calling/openai-responses-http.py", EVAL_WEATHER_AND_RESTAURANT),
+ ("services/function-calling/anthropic.py", EVAL_WEATHER),
+ ("services/function-calling/anthropic.py", EVAL_WEATHER_AND_RESTAURANT),
+ ("services/function-calling/openai.py", EVAL_WEATHER),
+ ("services/function-calling/google.py", EVAL_WEATHER),
+ ("services/function-calling/google.py", EVAL_WEATHER_AND_RESTAURANT),
+ ("services/function-calling/groq.py", EVAL_WEATHER),
+ ("services/function-calling/grok.py", EVAL_WEATHER),
+ ("services/function-calling/azure.py", EVAL_WEATHER),
+ ("services/function-calling/fireworks.py", EVAL_WEATHER),
+ ("services/function-calling/nvidia.py", EVAL_WEATHER),
+ ("services/function-calling/cerebras.py", EVAL_WEATHER),
+ ("services/function-calling/openrouter.py", EVAL_WEATHER),
+ ("services/function-calling/perplexity.py", EVAL_WEATHER),
+ ("services/function-calling/google-vertex.py", EVAL_WEATHER),
+ ("services/function-calling/qwen.py", EVAL_WEATHER),
+ ("services/function-calling/aws.py", EVAL_WEATHER),
+ ("services/function-calling/sambanova.py", EVAL_WEATHER),
+ ("services/function-calling/aws.py", EVAL_WEATHER_AND_RESTAURANT),
+ ("services/function-calling/nebius.py", EVAL_WEATHER),
+ ("services/function-calling/mistral.py", EVAL_WEATHER),
+ ("services/function-calling/sarvam.py", EVAL_WEATHER),
+ ("services/function-calling/novita.py", EVAL_WEATHER),
# Video
- ("14d-function-calling-anthropic-video.py", EVAL_VISION_CAMERA),
- ("14d-function-calling-aws-video.py", EVAL_VISION_CAMERA),
- ("14d-function-calling-gemini-flash-video.py", EVAL_VISION_CAMERA),
- ("14d-function-calling-moondream-video.py", EVAL_VISION_CAMERA),
- ("14d-function-calling-openai-video.py", EVAL_VISION_CAMERA),
- ("14d-function-calling-openai-responses-video.py", EVAL_VISION_CAMERA),
- ("14d-function-calling-openai-responses-video-http.py", EVAL_VISION_CAMERA),
+ ("services/function-calling/anthropic-video.py", EVAL_VISION_CAMERA),
+ ("services/function-calling/aws-video.py", EVAL_VISION_CAMERA),
+ ("services/function-calling/google-video.py", EVAL_VISION_CAMERA),
+ ("services/function-calling/moondream-video.py", EVAL_VISION_CAMERA),
+ ("services/function-calling/openai-video.py", EVAL_VISION_CAMERA),
+ ("services/function-calling/openai-responses-video.py", EVAL_VISION_CAMERA),
+ ("services/function-calling/openai-responses-video-http.py", EVAL_VISION_CAMERA),
# Currently not working.
- # ("14c-function-calling-together.py", EVAL_WEATHER),
- # ("14l-function-calling-deepseek.py", EVAL_WEATHER),
- # ("14o-function-calling-gemini-openai-format.py", EVAL_WEATHER),
+ # ("services/function-calling/together.py", EVAL_WEATHER),
+ # ("services/function-calling/deepseek.py", EVAL_WEATHER),
+ # ("services/function-calling/gemini-openai-format.py", EVAL_WEATHER),
]
-TESTS_15 = [
- ("15a-switch-languages.py", EVAL_SWITCH_LANGUAGE),
+TESTS_FEATURES = [
+ ("features/switch-languages.py", EVAL_SWITCH_LANGUAGE),
+ ("features/voicemail-detection.py", EVAL_VOICEMAIL),
+ ("features/voicemail-detection.py", EVAL_CONVERSATION),
+ ("features/concurrent-llm-evaluation.py", EVAL_SIMPLE_MATH),
]
-TESTS_19 = [
- ("19-openai-realtime.py", EVAL_WEATHER),
- ("19-openai-realtime-beta.py", EVAL_WEATHER),
+TESTS_REALTIME = [
+ ("realtime/openai.py", EVAL_WEATHER),
+ ("realtime/openai-beta.py", EVAL_WEATHER),
# OpenAI Realtime not released on Azure yet
- # ("19a-azure-realtime.py", EVAL_WEATHER),
- ("19a-azure-realtime-beta.py", EVAL_WEATHER),
- ("19b-openai-realtime-text.py", EVAL_WEATHER),
- ("19b-openai-realtime-beta-text.py", EVAL_WEATHER),
- ("19c-openai-realtime-live-video.py", EVAL_VISION_CAMERA),
-]
-
-TESTS_21 = [
- ("21a-tavus-video-service.py", EVAL_SIMPLE_MATH),
-]
-
-TESTS_22 = [
- ("22-filter-incomplete-turns.py", EVAL_COMPLETE_TURN),
-]
-
-TESTS_26 = [
- ("26-gemini-live.py", EVAL_SIMPLE_MATH),
- ("26a-gemini-live-local-vad.py", EVAL_SIMPLE_MATH),
- ("26b-gemini-live-function-calling.py", EVAL_WEATHER),
- ("26c-gemini-live-video.py", EVAL_VISION_CAMERA),
- ("26e-gemini-live-google-search.py", EVAL_ONLINE_SEARCH),
- ("26h-gemini-live-vertex-function-calling.py", EVAL_WEATHER),
+ # ("realtime/azure.py", EVAL_WEATHER),
+ ("realtime/azure-beta.py", EVAL_WEATHER),
+ ("realtime/openai-text.py", EVAL_WEATHER),
+ ("realtime/openai-beta-text.py", EVAL_WEATHER),
+ ("realtime/openai-live-video.py", EVAL_VISION_CAMERA),
+ ("realtime/gemini-live.py", EVAL_SIMPLE_MATH),
+ ("realtime/gemini-live-local-vad.py", EVAL_SIMPLE_MATH),
+ ("realtime/gemini-live-function-calling.py", EVAL_WEATHER),
+ ("realtime/gemini-live-video.py", EVAL_VISION_CAMERA),
+ ("realtime/gemini-live-google-search.py", EVAL_ONLINE_SEARCH),
+ ("realtime/gemini-live-vertex-function-calling.py", EVAL_WEATHER),
# Currently not working.
- # ("26d-gemini-live-text.py", EVAL_SIMPLE_MATH),
+ # ("realtime/gemini-live-text.py", EVAL_SIMPLE_MATH),
+ ("realtime/aws-nova-sonic.py", EVAL_SIMPLE_MATH),
+ ("realtime/ultravox.py", EVAL_ORDER),
+ ("realtime/grok.py", EVAL_WEATHER),
]
-TESTS_27 = [
- ("27-simli-layer.py", EVAL_SIMPLE_MATH),
+TESTS_VIDEO_AVATAR = [
+ ("video-avatar/tavus-video-service.py", EVAL_SIMPLE_MATH),
+ ("video-avatar/heygen-video-service.py", EVAL_SIMPLE_MATH),
+ ("video-avatar/simli-layer.py", EVAL_SIMPLE_MATH),
+ ("video-avatar/lemonslice-transport.py", EVAL_SIMPLE_MATH),
]
-TESTS_40 = [
- ("40-aws-nova-sonic.py", EVAL_SIMPLE_MATH),
+TESTS_TURN_MANAGEMENT = [
+ ("turn-management/filter-incomplete-turns.py", EVAL_COMPLETE_TURN),
]
-TESTS_43 = [
- ("43a-heygen-video-service.py", EVAL_SIMPLE_MATH),
-]
-
-TESTS_44 = [
- ("44-voicemail-detection.py", EVAL_VOICEMAIL),
- ("44-voicemail-detection.py", EVAL_CONVERSATION),
-]
-
-TESTS_49 = [
- ("49a-thinking-anthropic.py", EVAL_SIMPLE_MATH),
- ("49b-thinking-google.py", EVAL_SIMPLE_MATH),
- ("49c-thinking-functions-anthropic.py", EVAL_FLIGHT_STATUS),
- ("49d-thinking-functions-google.py", EVAL_FLIGHT_STATUS),
-]
-
-
-TESTS_50 = [
- ("50-ultravox-realtime.py", EVAL_ORDER),
-]
-
-
-TESTS_51 = [
- ("51-grok-realtime.py", EVAL_WEATHER),
-]
-
-TESTS_53 = [
- ("53-concurrent-llm-evaluation.py", EVAL_SIMPLE_MATH),
-]
-
-TESTS_56 = [
- ("56-lemonslice-transport.py", EVAL_SIMPLE_MATH),
+TESTS_THINKING_AND_MCP = [
+ ("thinking-and-mcp/thinking-anthropic.py", EVAL_SIMPLE_MATH),
+ ("thinking-and-mcp/thinking-google.py", EVAL_SIMPLE_MATH),
+ ("thinking-and-mcp/thinking-functions-anthropic.py", EVAL_FLIGHT_STATUS),
+ ("thinking-and-mcp/thinking-functions-google.py", EVAL_FLIGHT_STATUS),
]
TESTS = [
- *TESTS_07,
- *TESTS_12,
- *TESTS_14,
- *TESTS_15,
- *TESTS_19,
- *TESTS_21,
- *TESTS_22,
- *TESTS_26,
- *TESTS_27,
- *TESTS_40,
- *TESTS_43,
- *TESTS_44,
- *TESTS_49,
- *TESTS_50,
- *TESTS_51,
- *TESTS_53,
- *TESTS_56,
+ *TESTS_SPEECH,
+ *TESTS_VISION,
+ *TESTS_FUNCTION_CALLING,
+ *TESTS_FEATURES,
+ *TESTS_REALTIME,
+ *TESTS_VIDEO_AVATAR,
+ *TESTS_TURN_MANAGEMENT,
+ *TESTS_THINKING_AND_MCP,
]