From 21d8d148b8adebfaaf5986fc7058a85aa4b8b4ec Mon Sep 17 00:00:00 2001 From: Pyae Sone Myo <66440980+Rickaym@users.noreply.github.com> Date: Sun, 12 Oct 2025 22:10:11 +0630 Subject: [PATCH 01/23] fix: handle partial words across alignment chunks gracefully --- src/pipecat/services/elevenlabs/tts.py | 60 ++++++++++++++++---------- 1 file changed, 37 insertions(+), 23 deletions(-) diff --git a/src/pipecat/services/elevenlabs/tts.py b/src/pipecat/services/elevenlabs/tts.py index 3d6d5bd4c..4c91c4f38 100644 --- a/src/pipecat/services/elevenlabs/tts.py +++ b/src/pipecat/services/elevenlabs/tts.py @@ -168,16 +168,24 @@ def build_elevenlabs_voice_settings( def calculate_word_times( - alignment_info: Mapping[str, Any], cumulative_time: float -) -> List[Tuple[str, float]]: + alignment_info: Mapping[str, Any], + cumulative_time: float, + partial_word: str = "", + partial_word_start_time: float = 0.0, +) -> tuple[List[Tuple[str, float]], str, float]: """Calculate word timestamps from character alignment information. Args: alignment_info: Character alignment data from ElevenLabs API. cumulative_time: Base time offset for this chunk. + partial_word: Partial word carried over from previous chunk. + partial_word_start_time: Start time of the partial word. Returns: - List of (word, timestamp) tuples. + Tuple of (word_times, new_partial_word, new_partial_word_start_time): + - word_times: List of (word, timestamp) tuples for complete words + - new_partial_word: Incomplete word at end of chunk (empty if chunk ends with space) + - new_partial_word_start_time: Start time of the incomplete word """ chars = alignment_info["chars"] char_start_times_ms = alignment_info["charStartTimesMs"] @@ -186,41 +194,37 @@ def calculate_word_times( logger.error( f"calculate_word_times: length mismatch - chars={len(chars)}, times={len(char_start_times_ms)}" ) - return [] + return ([], partial_word, partial_word_start_time) # Build words and track their start positions words = [] - word_start_indices = [] - current_word = "" - word_start_index = None + word_start_times = [] + current_word = partial_word # Start with any partial word from previous chunk + word_start_time = partial_word_start_time if partial_word else None for i, char in enumerate(chars): if char == " ": # End of current word if current_word: # Only add non-empty words words.append(current_word) - word_start_indices.append(word_start_index) + word_start_times.append(word_start_time) current_word = "" - word_start_index = None + word_start_time = None else: # Building a word - if word_start_index is None: # First character of new word - word_start_index = i + if word_start_time is None: # First character of new word + # Convert from milliseconds to seconds and add cumulative offset + word_start_time = cumulative_time + (char_start_times_ms[i] / 1000.0) current_word += char - # Handle the last word if there's no trailing space - if current_word and word_start_index is not None: - words.append(current_word) - word_start_indices.append(word_start_index) + # Build result for complete words + word_times = list(zip(words, word_start_times)) - # Calculate timestamps for each word - word_times = [] - for word, start_idx in zip(words, word_start_indices): - # Convert from milliseconds to seconds and add cumulative offset - start_time_seconds = cumulative_time + (char_start_times_ms[start_idx] / 1000.0) - word_times.append((word, start_time_seconds)) + # Return any incomplete word at the end of this chunk + new_partial_word = current_word if current_word else "" + new_partial_word_start_time = word_start_time if word_start_time is not None else 0.0 - return word_times + return (word_times, new_partial_word, new_partial_word_start_time) class ElevenLabsTTSService(AudioContextWordTTSService): @@ -332,6 +336,9 @@ class ElevenLabsTTSService(AudioContextWordTTSService): # there's an interruption or TTSStoppedFrame. self._started = False self._cumulative_time = 0 + # Track partial words that span across alignment chunks + self._partial_word = "" + self._partial_word_start_time = 0.0 # Context management for v1 multi API self._context_id = None @@ -609,7 +616,12 @@ class ElevenLabsTTSService(AudioContextWordTTSService): if msg.get("alignment"): alignment = msg["alignment"] - word_times = calculate_word_times(alignment, self._cumulative_time) + word_times, self._partial_word, self._partial_word_start_time = calculate_word_times( + alignment, + self._cumulative_time, + self._partial_word, + self._partial_word_start_time, + ) if word_times: await self.add_word_timestamps(word_times) @@ -683,6 +695,8 @@ class ElevenLabsTTSService(AudioContextWordTTSService): yield TTSStartedFrame() self._started = True self._cumulative_time = 0 + self._partial_word = "" + self._partial_word_start_time = 0.0 # If a context ID does not exist, create a new one and # register it. If an ID exists, that means the Pipeline is # configured for allow_interruptions=False, so continue From d9580f72a92601fd09e9b4a8f9b9e507a5b40f4c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Aleix=20Conchillo=20Flaqu=C3=A9?= Date: Mon, 13 Oct 2025 18:29:19 -0700 Subject: [PATCH 02/23] runner: allow subdirectories in --folder --- CHANGELOG.md | 5 +++++ src/pipecat/runner/run.py | 2 +- 2 files changed, 6 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 797ca06ab..424d6a420 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -7,6 +7,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## [Unreleased] +### Added + +- The runner `--folder` argument now supports downloading files from + subdirectories. + ### Fixed - Fixed an issue where `RimeHttpTTSService` and `PiperTTSService` could generate diff --git a/src/pipecat/runner/run.py b/src/pipecat/runner/run.py index fd1a8a952..53b39f4e3 100644 --- a/src/pipecat/runner/run.py +++ b/src/pipecat/runner/run.py @@ -217,7 +217,7 @@ def _setup_webrtc_routes( """Redirect root requests to client interface.""" return RedirectResponse(url="/client/") - @app.get("/files/{filename}") + @app.get("/files/{filename:path}") async def download_file(filename: str): """Handle file downloads.""" if not folder: From 3b751322d3d18832b4fca299624eae710c7ed2af Mon Sep 17 00:00:00 2001 From: Pyae Sone Myo <66440980+Rickaym@users.noreply.github.com> Date: Tue, 14 Oct 2025 23:04:09 +0630 Subject: [PATCH 03/23] fix: add interruption reset for partial word states --- src/pipecat/services/elevenlabs/tts.py | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/src/pipecat/services/elevenlabs/tts.py b/src/pipecat/services/elevenlabs/tts.py index 4c91c4f38..9e4154e4d 100644 --- a/src/pipecat/services/elevenlabs/tts.py +++ b/src/pipecat/services/elevenlabs/tts.py @@ -577,6 +577,8 @@ class ElevenLabsTTSService(AudioContextWordTTSService): logger.error(f"Error closing context on interruption: {e}") self._context_id = None self._started = False + self._partial_word = "" + self._partial_word_start_time = 0.0 async def _receive_messages(self): """Handle incoming WebSocket messages from ElevenLabs.""" @@ -616,11 +618,13 @@ class ElevenLabsTTSService(AudioContextWordTTSService): if msg.get("alignment"): alignment = msg["alignment"] - word_times, self._partial_word, self._partial_word_start_time = calculate_word_times( - alignment, - self._cumulative_time, - self._partial_word, - self._partial_word_start_time, + word_times, self._partial_word, self._partial_word_start_time = ( + calculate_word_times( + alignment, + self._cumulative_time, + self._partial_word, + self._partial_word_start_time, + ) ) if word_times: From b6b09975534b9f645b35a809f602aa6f1358a15b Mon Sep 17 00:00:00 2001 From: Pyae Sone Myo <66440980+Rickaym@users.noreply.github.com> Date: Tue, 14 Oct 2025 23:06:13 +0630 Subject: [PATCH 04/23] fix: add support for partial words --- src/pipecat/services/elevenlabs/tts.py | 36 +++++++++++++++----------- 1 file changed, 21 insertions(+), 15 deletions(-) diff --git a/src/pipecat/services/elevenlabs/tts.py b/src/pipecat/services/elevenlabs/tts.py index 9e4154e4d..1544e94be 100644 --- a/src/pipecat/services/elevenlabs/tts.py +++ b/src/pipecat/services/elevenlabs/tts.py @@ -827,6 +827,10 @@ class ElevenLabsHttpTTSService(WordTTSService): # Store previous text for context within a turn self._previous_text = "" + # Track partial words that span across alignment chunks + self._partial_word = "" + self._partial_word_start_time = 0.0 + def language_to_service_language(self, language: Language) -> Optional[str]: """Convert pipecat Language to ElevenLabs language code. @@ -854,6 +858,8 @@ class ElevenLabsHttpTTSService(WordTTSService): self._cumulative_time = 0 self._started = False self._previous_text = "" + self._partial_word = "" + self._partial_word_start_time = 0.0 logger.debug(f"{self}: Reset internal state") async def start(self, frame: StartFrame): @@ -888,11 +894,13 @@ class ElevenLabsHttpTTSService(WordTTSService): def calculate_word_times(self, alignment_info: Mapping[str, Any]) -> List[Tuple[str, float]]: """Calculate word timing from character alignment data. + This method handles partial words that may span across multiple alignment chunks. + Args: alignment_info: Character timing data from ElevenLabs. Returns: - List of (word, timestamp) pairs. + List of (word, timestamp) pairs for complete words in this chunk. Example input data:: @@ -918,30 +926,28 @@ class ElevenLabsHttpTTSService(WordTTSService): # Build the words and find their start times words = [] word_start_times = [] - current_word = "" - first_char_idx = -1 + # Start with any partial word from previous chunk + current_word = self._partial_word + word_start_time = self._partial_word_start_time if self._partial_word else None for i, char in enumerate(chars): if char == " ": if current_word: # Only add non-empty words words.append(current_word) - # Use time of the first character of the word, offset by cumulative time - word_start_times.append( - self._cumulative_time + char_start_times[first_char_idx] - ) + word_start_times.append(word_start_time) current_word = "" - first_char_idx = -1 + word_start_time = None else: - if not current_word: # This is the first character of a new word - first_char_idx = i + if word_start_time is None: # First character of a new word + # Use time of the first character of the word, offset by cumulative time + word_start_time = self._cumulative_time + char_start_times[i] current_word += char - # Don't forget the last word if there's no trailing space - if current_word and first_char_idx >= 0: - words.append(current_word) - word_start_times.append(self._cumulative_time + char_start_times[first_char_idx]) + # Store any incomplete word at the end of this chunk + self._partial_word = current_word if current_word else "" + self._partial_word_start_time = word_start_time if word_start_time is not None else 0.0 - # Create word-time pairs + # Create word-time pairs for complete words only word_times = list(zip(words, word_start_times)) return word_times From be2858bfbb3df8b814bd4d73ed7316e1f35e4aa9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Aleix=20Conchillo=20Flaqu=C3=A9?= Date: Tue, 14 Oct 2025 14:09:45 -0700 Subject: [PATCH 05/23] CartesiaSTTService: inherit from WebsocketSTTService --- CHANGELOG.md | 4 + src/pipecat/services/cartesia/stt.py | 145 ++++++++++++++------------- src/pipecat/services/cartesia/tts.py | 2 +- 3 files changed, 80 insertions(+), 71 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 424d6a420..dd3bfa3c6 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -12,6 +12,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - The runner `--folder` argument now supports downloading files from subdirectories. +### Changed + +- `CartesiaSTTService` now inherits from `WebsocketSTTService`. + ### Fixed - Fixed an issue where `RimeHttpTTSService` and `PiperTTSService` could generate diff --git a/src/pipecat/services/cartesia/stt.py b/src/pipecat/services/cartesia/stt.py index 5412c422c..97a4f7127 100644 --- a/src/pipecat/services/cartesia/stt.py +++ b/src/pipecat/services/cartesia/stt.py @@ -28,13 +28,12 @@ from pipecat.frames.frames import ( UserStoppedSpeakingFrame, ) from pipecat.processors.frame_processor import FrameDirection -from pipecat.services.stt_service import STTService +from pipecat.services.stt_service import WebsocketSTTService from pipecat.transcriptions.language import Language from pipecat.utils.time import time_now_iso8601 from pipecat.utils.tracing.service_decorators import traced_stt try: - import websockets from websockets.asyncio.client import connect as websocket_connect from websockets.protocol import State except ModuleNotFoundError as e: @@ -124,7 +123,7 @@ class CartesiaLiveOptions: return cls(**json.loads(json_str)) -class CartesiaSTTService(STTService): +class CartesiaSTTService(WebsocketSTTService): """Speech-to-text service using Cartesia Live API. Provides real-time speech transcription through WebSocket connection @@ -176,8 +175,7 @@ class CartesiaSTTService(STTService): self.set_model_name(merged_options.model) self._api_key = api_key self._base_url = base_url or "api.cartesia.ai" - self._connection = None - self._receiver_task = None + self._receive_task = None def can_generate_metrics(self) -> bool: """Check if the service can generate processing metrics. @@ -214,6 +212,27 @@ class CartesiaSTTService(STTService): await super().cancel(frame) await self._disconnect() + async def start_metrics(self): + """Start performance metrics collection for transcription processing.""" + await self.start_ttfb_metrics() + await self.start_processing_metrics() + + async def process_frame(self, frame: Frame, direction: FrameDirection): + """Process incoming frames and handle speech events. + + Args: + frame: The frame to process. + direction: Direction of frame flow in the pipeline. + """ + await super().process_frame(frame, direction) + + if isinstance(frame, UserStartedSpeakingFrame): + await self.start_metrics() + elif isinstance(frame, UserStoppedSpeakingFrame): + # Send finalize command to flush the transcription session + if self._websocket and self._websocket.state is State.OPEN: + await self._websocket.send("finalize") + async def run_stt(self, audio: bytes) -> AsyncGenerator[Frame, None]: """Process audio data for speech-to-text transcription. @@ -224,45 +243,69 @@ class CartesiaSTTService(STTService): None - transcription results are handled via WebSocket responses. """ # If the connection is closed, due to timeout, we need to reconnect when the user starts speaking again - if not self._connection or self._connection.state is State.CLOSED: + if not self._websocket or self._websocket.state is State.CLOSED: await self._connect() - await self._connection.send(audio) + await self._websocket.send(audio) yield None async def _connect(self): - params = self._settings.to_dict() - ws_url = f"wss://{self._base_url}/stt/websocket?{urllib.parse.urlencode(params)}" - logger.debug(f"Connecting to Cartesia: {ws_url}") - headers = {"Cartesia-Version": "2025-04-16", "X-API-Key": self._api_key} + await self._connect_websocket() + if self._websocket and not self._receive_task: + self._receive_task = asyncio.create_task(self._receive_task_handler(self._report_error)) + + async def _disconnect(self): + if self._receive_task: + await self.cancel_task(self._receive_task) + self._receive_task = None + + await self._disconnect_websocket() + + async def _connect_websocket(self): try: - self._connection = await websocket_connect(ws_url, additional_headers=headers) - # Setup the receiver task to handle the incoming messages from the Cartesia server - if self._receiver_task is None or self._receiver_task.done(): - self._receiver_task = asyncio.create_task(self._receive_messages()) - logger.debug(f"Connected to Cartesia") + if self._websocket and self._websocket.state is State.OPEN: + return + logger.debug("Connecting to Cartesia STT") + + params = self._settings.to_dict() + ws_url = f"wss://{self._base_url}/stt/websocket?{urllib.parse.urlencode(params)}" + headers = {"Cartesia-Version": "2025-04-16", "X-API-Key": self._api_key} + + self._websocket = await websocket_connect(ws_url, additional_headers=headers) except Exception as e: logger.error(f"{self}: unable to connect to Cartesia: {e}") - async def _receive_messages(self): + async def _disconnect_websocket(self): try: - while True: - if not self._connection or self._connection.state is State.CLOSED: - break - - message = await self._connection.recv() - try: - data = json.loads(message) - await self._process_response(data) - except json.JSONDecodeError: - logger.warning(f"Received non-JSON message: {message}") - except asyncio.CancelledError: - pass - except websockets.exceptions.ConnectionClosed as e: - logger.debug(f"WebSocket connection closed: {e}") + if self._websocket and self._websocket.state is State.OPEN: + logger.debug("Disconnecting from Cartesia STT") + await self._websocket.close() except Exception as e: - logger.error(f"Error in message receiver: {e}") + logger.error(f"{self} error closing websocket: {e}") + finally: + self._websocket = None + + def _get_websocket(self): + if self._websocket: + return self._websocket + raise Exception("Websocket not connected") + + async def _process_messages(self): + async for message in self._get_websocket(): + try: + data = json.loads(message) + await self._process_response(data) + except json.JSONDecodeError: + logger.warning(f"Received non-JSON message: {message}") + + async def _receive_messages(self): + while True: + await self._process_messages() + # Cartesia times out after 5 minutes of innactivity (no keepalive + # mechanism is available). So, we try to reconnect. + logger.debug(f"{self} Cartesia connection was disconnected (timeout?), reconnecting") + await self._connect_websocket() async def _process_response(self, data): if "type" in data: @@ -316,41 +359,3 @@ class CartesiaSTTService(STTService): language, ) ) - - async def _disconnect(self): - if self._receiver_task: - self._receiver_task.cancel() - try: - await self._receiver_task - except asyncio.CancelledError: - pass - except Exception as e: - logger.exception(f"Unexpected exception while cancelling task: {e}") - self._receiver_task = None - - if self._connection and self._connection.state is State.OPEN: - logger.debug("Disconnecting from Cartesia") - - await self._connection.close() - self._connection = None - - async def start_metrics(self): - """Start performance metrics collection for transcription processing.""" - await self.start_ttfb_metrics() - await self.start_processing_metrics() - - async def process_frame(self, frame: Frame, direction: FrameDirection): - """Process incoming frames and handle speech events. - - Args: - frame: The frame to process. - direction: Direction of frame flow in the pipeline. - """ - await super().process_frame(frame, direction) - - if isinstance(frame, UserStartedSpeakingFrame): - await self.start_metrics() - elif isinstance(frame, UserStoppedSpeakingFrame): - # Send finalize command to flush the transcription session - if self._connection and self._connection.state is State.OPEN: - await self._connection.send("finalize") diff --git a/src/pipecat/services/cartesia/tts.py b/src/pipecat/services/cartesia/tts.py index 3b81da5d4..9b2475cb6 100644 --- a/src/pipecat/services/cartesia/tts.py +++ b/src/pipecat/services/cartesia/tts.py @@ -344,7 +344,7 @@ class CartesiaTTSService(AudioContextWordTTSService): try: if self._websocket and self._websocket.state is State.OPEN: return - logger.debug("Connecting to Cartesia") + logger.debug("Connecting to Cartesia TTS") self._websocket = await websocket_connect( f"{self._url}?api_key={self._api_key}&cartesia_version={self._cartesia_version}" ) From 0c31b5ef19d21a190b6600d0e2366bb14f9713a9 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Wed, 15 Oct 2025 11:49:26 -0400 Subject: [PATCH 06/23] Add aggregate_sentences arg to ElevenLabsHttpTTSService --- CHANGELOG.md | 3 +++ src/pipecat/services/elevenlabs/tts.py | 4 +++- 2 files changed, 6 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 424d6a420..73a42dd22 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,6 +9,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added +- Added an `aggregate_sentences` arg in `ElevenLabsHttpTTSService`, where the + default value is True. + - The runner `--folder` argument now supports downloading files from subdirectories. diff --git a/src/pipecat/services/elevenlabs/tts.py b/src/pipecat/services/elevenlabs/tts.py index 1544e94be..a9bf65376 100644 --- a/src/pipecat/services/elevenlabs/tts.py +++ b/src/pipecat/services/elevenlabs/tts.py @@ -774,6 +774,7 @@ class ElevenLabsHttpTTSService(WordTTSService): base_url: str = "https://api.elevenlabs.io", sample_rate: Optional[int] = None, params: Optional[InputParams] = None, + aggregate_sentences: Optional[bool] = True, **kwargs, ): """Initialize the ElevenLabs HTTP TTS service. @@ -786,10 +787,11 @@ class ElevenLabsHttpTTSService(WordTTSService): base_url: Base URL for ElevenLabs HTTP API. sample_rate: Audio sample rate. If None, uses default. params: Additional input parameters for voice customization. + aggregate_sentences: Whether to aggregate sentences within the TTSService. **kwargs: Additional arguments passed to the parent service. """ super().__init__( - aggregate_sentences=True, + aggregate_sentences=aggregate_sentences, push_text_frames=False, push_stop_frames=True, sample_rate=sample_rate, From 83b0dc39f715f350e2509171cabff910d7805885 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Aleix=20Conchillo=20Flaqu=C3=A9?= Date: Wed, 15 Oct 2025 09:22:48 -0700 Subject: [PATCH 07/23] BaseInputTransport: stop audio filter on cancel --- CHANGELOG.md | 3 +++ src/pipecat/transports/base_input.py | 3 +++ 2 files changed, 6 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 424d6a420..aaaf0b54c 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -14,6 +14,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Fixed +- Fixed an issue where audio filters' `stop()` would not be called when using + `CancelFrame`. + - Fixed an issue where `RimeHttpTTSService` and `PiperTTSService` could generate incorrectly 16-bit aligned audio frames, potentially leading to internal errors or static audio. diff --git a/src/pipecat/transports/base_input.py b/src/pipecat/transports/base_input.py index 25cc56f68..0f247c6dc 100644 --- a/src/pipecat/transports/base_input.py +++ b/src/pipecat/transports/base_input.py @@ -232,6 +232,9 @@ class BaseInputTransport(FrameProcessor): """ # Cancel and wait for the audio input task to finish. await self._cancel_audio_task() + # Stop audio filter. + if self._params.audio_in_filter: + await self._params.audio_in_filter.stop() async def set_transport_ready(self, frame: StartFrame): """Called when the transport is ready to stream. From fa5d4ecf869621d96d038f1379030cb04a32c0fc Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Wed, 15 Oct 2025 12:45:07 -0400 Subject: [PATCH 08/23] Add foundation 47-sentry-metrics.py --- CHANGELOG.md | 5 + examples/foundational/47-sentry-metrics.py | 142 +++++++++++++++++++++ 2 files changed, 147 insertions(+) create mode 100644 examples/foundational/47-sentry-metrics.py diff --git a/CHANGELOG.md b/CHANGELOG.md index 424d6a420..3e37b4ef9 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -18,6 +18,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 incorrectly 16-bit aligned audio frames, potentially leading to internal errors or static audio. +### Other + +- Added foundational example `47-sentry-metrics.py`, demonstrating how to use the + `SentryMetrics` processor. + ## [0.0.90] - 2025-10-10 ### Added diff --git a/examples/foundational/47-sentry-metrics.py b/examples/foundational/47-sentry-metrics.py new file mode 100644 index 000000000..ae7b7a59d --- /dev/null +++ b/examples/foundational/47-sentry-metrics.py @@ -0,0 +1,142 @@ +# +# Copyright (c) 2024–2025, Daily +# +# SPDX-License-Identifier: BSD 2-Clause License +# + +import os + +import sentry_sdk +from dotenv import load_dotenv +from loguru import logger + +from pipecat.audio.turn.smart_turn.base_smart_turn import SmartTurnParams +from pipecat.audio.turn.smart_turn.local_smart_turn_v3 import LocalSmartTurnAnalyzerV3 +from pipecat.audio.vad.silero import SileroVADAnalyzer +from pipecat.audio.vad.vad_analyzer import VADParams +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.llm_context import LLMContext +from pipecat.processors.aggregators.llm_response_universal import LLMContextAggregatorPair +from pipecat.processors.metrics.sentry import SentryMetrics +from pipecat.runner.types import RunnerArguments +from pipecat.runner.utils import create_transport +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 +from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams + +load_dotenv(override=True) + +# We store functions so objects (e.g. SileroVADAnalyzer) don't get +# instantiated. The function will be called when the desired transport gets +# selected. +transport_params = { + "daily": lambda: DailyParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(params=VADParams(stop_secs=0.2)), + turn_analyzer=LocalSmartTurnAnalyzerV3(params=SmartTurnParams()), + ), + "twilio": lambda: FastAPIWebsocketParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(params=VADParams(stop_secs=0.2)), + turn_analyzer=LocalSmartTurnAnalyzerV3(params=SmartTurnParams()), + ), + "webrtc": lambda: TransportParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(params=VADParams(stop_secs=0.2)), + turn_analyzer=LocalSmartTurnAnalyzerV3(params=SmartTurnParams()), + ), +} + + +async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): + logger.info(f"Starting bot") + + # Initialize Sentry + sentry_sdk.init( + dsn=os.getenv("SENTRY_DSN"), + traces_sample_rate=1.0, + ) + + stt = DeepgramSTTService( + api_key=os.getenv("DEEPGRAM_API_KEY"), + metrics=SentryMetrics(), + ) + + tts = CartesiaTTSService( + api_key=os.getenv("CARTESIA_API_KEY"), + voice_id="71a7ad14-091c-4e8e-a314-022ece01c121", # British Reading Lady + metrics=SentryMetrics(), + ) + + llm = OpenAILLMService( + api_key=os.getenv("OPENAI_API_KEY"), + metrics=SentryMetrics(), + ) + + messages = [ + { + "role": "system", + "content": "You are a helpful LLM in a WebRTC call. Your goal is to demonstrate your capabilities in a succinct way. Your output will be converted to audio so don't include special characters in your answers. Respond to what the user said in a creative and helpful way.", + }, + ] + + context = LLMContext(messages) + context_aggregator = LLMContextAggregatorPair(context) + + pipeline = Pipeline( + [ + transport.input(), # Transport user input + stt, + context_aggregator.user(), # User responses + llm, # LLM + tts, # TTS + transport.output(), # Transport bot output + context_aggregator.assistant(), # Assistant spoken responses + ] + ) + + 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. + messages.append({"role": "system", "content": "Please introduce yourself to the user."}) + await task.queue_frames([LLMRunFrame()]) + + @transport.event_handler("on_client_disconnected") + async def on_client_disconnected(transport, client): + logger.info(f"Client disconnected") + await task.cancel() + + runner = PipelineRunner(handle_sigint=runner_args.handle_sigint) + + await runner.run(task) + + +async def bot(runner_args: RunnerArguments): + """Main bot entry point compatible with Pipecat Cloud.""" + transport = await create_transport(runner_args, transport_params) + await run_bot(transport, runner_args) + + +if __name__ == "__main__": + from pipecat.runner.run import main + + main() From abc569b3d231e4ff1eccf835773e3aa9226a5acc Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Aleix=20Conchillo=20Flaqu=C3=A9?= Date: Tue, 14 Oct 2025 14:10:12 -0700 Subject: [PATCH 09/23] examples(foundational/07): use CartesiaSTTService --- examples/foundational/07-interruptible.py | 4 ++-- examples/foundational/13f-cartesia-transcription.py | 5 +---- 2 files changed, 3 insertions(+), 6 deletions(-) diff --git a/examples/foundational/07-interruptible.py b/examples/foundational/07-interruptible.py index 81ba692c7..1e7bd5718 100644 --- a/examples/foundational/07-interruptible.py +++ b/examples/foundational/07-interruptible.py @@ -21,8 +21,8 @@ from pipecat.processors.aggregators.llm_context import LLMContext from pipecat.processors.aggregators.llm_response_universal import LLMContextAggregatorPair 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 @@ -58,7 +58,7 @@ 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"), diff --git a/examples/foundational/13f-cartesia-transcription.py b/examples/foundational/13f-cartesia-transcription.py index 913dce797..d685d0ba8 100644 --- a/examples/foundational/13f-cartesia-transcription.py +++ b/examples/foundational/13f-cartesia-transcription.py @@ -48,10 +48,7 @@ transport_params = { async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): logger.info(f"Starting bot") - stt = CartesiaSTTService( - api_key=os.getenv("CARTESIA_API_KEY"), - base_url=os.getenv("CARTESIA_BASE_URL"), - ) + stt = CartesiaSTTService(api_key=os.getenv("CARTESIA_API_KEY")) tl = TranscriptionLogger() From 73877218e948efe5ba3a3ff4c6221d6aae7358f8 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Wed, 15 Oct 2025 10:28:03 -0400 Subject: [PATCH 10/23] Add room_properties to the Daily runner configure() method --- CHANGELOG.md | 3 ++ src/pipecat/runner/daily.py | 75 +++++++++++++++++++++++++++---------- 2 files changed, 59 insertions(+), 19 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 76c35a7de..5a51132af 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -12,6 +12,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Added an `aggregate_sentences` arg in `ElevenLabsHttpTTSService`, where the default value is True. +- Added a `room_properties` arg to the Daily runner's `configure()` method, + allowing `DailyRoomProperties` to be provided. + - The runner `--folder` argument now supports downloading files from subdirectories. diff --git a/src/pipecat/runner/daily.py b/src/pipecat/runner/daily.py index f52ccbc2b..5bff7d060 100644 --- a/src/pipecat/runner/daily.py +++ b/src/pipecat/runner/daily.py @@ -82,6 +82,7 @@ async def configure( sip_enable_video: Optional[bool] = False, sip_num_endpoints: Optional[int] = 1, sip_codecs: Optional[Dict[str, List[str]]] = None, + room_properties: Optional[DailyRoomProperties] = None, ) -> DailyRoomConfig: """Configure Daily room URL and token with optional SIP capabilities. @@ -99,6 +100,10 @@ async def configure( sip_num_endpoints: Number of allowed SIP endpoints. sip_codecs: Codecs to support for audio and video. If None, uses Daily defaults. Example: {"audio": ["OPUS"], "video": ["H264"]} + room_properties: Optional DailyRoomProperties to use instead of building from + individual parameters. When provided, this overrides room_exp_duration and + SIP-related parameters. If not provided, properties are built from the + individual parameters as before. Returns: DailyRoomConfig: Object with room_url, token, and optional sip_endpoint. @@ -115,6 +120,13 @@ async def configure( # SIP-enabled room sip_config = await configure(session, sip_caller_phone="+15551234567") print(f"SIP endpoint: {sip_config.sip_endpoint}") + + # Custom room properties with recording enabled + custom_props = DailyRoomProperties( + enable_recording="cloud", + max_participants=2, + ) + config = await configure(session, room_properties=custom_props) """ # Check for required API key api_key = os.getenv("DAILY_API_KEY") @@ -124,9 +136,32 @@ async def configure( "Get your API key from https://dashboard.daily.co/developers" ) + # Warn if both room_properties and individual parameters are provided + if room_properties is not None: + individual_params_provided = any( + [ + room_exp_duration != 2.0, + token_exp_duration != 2.0, + sip_caller_phone is not None, + sip_enable_video is not False, + sip_num_endpoints != 1, + sip_codecs is not None, + ] + ) + if individual_params_provided: + logger.warning( + "Both room_properties and individual parameters (room_exp_duration, token_exp_duration, " + "sip_*) were provided. The room_properties will be used and individual parameters " + "will be ignored." + ) + # Determine if SIP mode is enabled sip_enabled = sip_caller_phone is not None + # If room_properties is provided, check if it has SIP configuration + if room_properties and room_properties.sip: + sip_enabled = True + daily_rest_helper = DailyRESTHelper( daily_api_key=api_key, daily_api_url=os.getenv("DAILY_API_URL", "https://api.daily.co/v1"), @@ -150,27 +185,29 @@ async def configure( room_name = f"{room_prefix}-{uuid.uuid4().hex[:8]}" logger.info(f"Creating new Daily room: {room_name}") - # Calculate expiration time - expiration_time = time.time() + (room_exp_duration * 60 * 60) + # Use provided room_properties or build from parameters + if room_properties is None: + # Calculate expiration time + expiration_time = time.time() + (room_exp_duration * 60 * 60) - # Create room properties - room_properties = DailyRoomProperties( - exp=expiration_time, - eject_at_room_exp=True, - ) - - # Add SIP configuration if enabled - if sip_enabled: - sip_params = DailyRoomSipParams( - display_name=sip_caller_phone, - video=sip_enable_video, - sip_mode="dial-in", - num_endpoints=sip_num_endpoints, - codecs=sip_codecs, + # Create room properties + room_properties = DailyRoomProperties( + exp=expiration_time, + eject_at_room_exp=True, ) - room_properties.sip = sip_params - room_properties.enable_dialout = True # Enable outbound calls if needed - room_properties.start_video_off = not sip_enable_video # Voice-only by default + + # Add SIP configuration if enabled + if sip_enabled: + sip_params = DailyRoomSipParams( + display_name=sip_caller_phone, + video=sip_enable_video, + sip_mode="dial-in", + num_endpoints=sip_num_endpoints, + codecs=sip_codecs, + ) + room_properties.sip = sip_params + room_properties.enable_dialout = True # Enable outbound calls if needed + room_properties.start_video_off = not sip_enable_video # Voice-only by default # Create room parameters room_params = DailyRoomParams(name=room_name, properties=room_properties) From 9d78402a3326eb9185d05bd7ccaf8c098d741fb4 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Wed, 15 Oct 2025 11:32:07 -0400 Subject: [PATCH 11/23] fix: set apply_text_normalization as request parameter in ElevenLabsHttpTTSService --- CHANGELOG.md | 4 ++++ src/pipecat/services/elevenlabs/tts.py | 5 +++-- 2 files changed, 7 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 76c35a7de..4524d8296 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -24,6 +24,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Fixed an issue where audio filters' `stop()` would not be called when using `CancelFrame`. +- Fixed an issue in `ElevenLabsHttpTTSService`, where + `apply_text_normalization` was incorrectly set as a query parameter. It's now + being added as a request parameter. + - Fixed an issue where `RimeHttpTTSService` and `PiperTTSService` could generate incorrectly 16-bit aligned audio frames, potentially leading to internal errors or static audio. diff --git a/src/pipecat/services/elevenlabs/tts.py b/src/pipecat/services/elevenlabs/tts.py index a9bf65376..080f54cd6 100644 --- a/src/pipecat/services/elevenlabs/tts.py +++ b/src/pipecat/services/elevenlabs/tts.py @@ -985,6 +985,9 @@ class ElevenLabsHttpTTSService(WordTTSService): if self._voice_settings: payload["voice_settings"] = self._voice_settings + if self._settings["apply_text_normalization"] is not None: + payload["apply_text_normalization"] = self._settings["apply_text_normalization"] + language = self._settings["language"] if self._model_name in ELEVENLABS_MULTILINGUAL_MODELS and language: payload["language_code"] = language @@ -1005,8 +1008,6 @@ class ElevenLabsHttpTTSService(WordTTSService): } if self._settings["optimize_streaming_latency"] is not None: params["optimize_streaming_latency"] = self._settings["optimize_streaming_latency"] - if self._settings["apply_text_normalization"] is not None: - params["apply_text_normalization"] = self._settings["apply_text_normalization"] try: await self.start_ttfb_metrics() From e11ede475b643502c1a90e840cdbdc8f6e1abceb Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Wed, 15 Oct 2025 13:22:18 -0400 Subject: [PATCH 12/23] Update moondream chatbot README link --- README.md | 26 ++++++++++----------- examples/foundational/assets/moondream.png | Bin 0 -> 1101056 bytes 2 files changed, 13 insertions(+), 13 deletions(-) create mode 100644 examples/foundational/assets/moondream.png diff --git a/README.md b/README.md index 50cc72791..6b00832f3 100644 --- a/README.md +++ b/README.md @@ -63,24 +63,24 @@ Catch new features, interviews, and how-tos on our [Pipecat TV](https://www.yout
  - +

## 🧩 Available services -| Category | Services | -| ------------------- | 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| -| Speech-to-Text | [AssemblyAI](https://docs.pipecat.ai/server/services/stt/assemblyai), [AWS](https://docs.pipecat.ai/server/services/stt/aws), [Azure](https://docs.pipecat.ai/server/services/stt/azure), [Cartesia](https://docs.pipecat.ai/server/services/stt/cartesia), [Deepgram](https://docs.pipecat.ai/server/services/stt/deepgram), [ElevenLabs](https://docs.pipecat.ai/server/services/stt/elevenlabs), [Fal Wizper](https://docs.pipecat.ai/server/services/stt/fal), [Gladia](https://docs.pipecat.ai/server/services/stt/gladia), [Google](https://docs.pipecat.ai/server/services/stt/google), [Groq (Whisper)](https://docs.pipecat.ai/server/services/stt/groq), [NVIDIA Riva](https://docs.pipecat.ai/server/services/stt/riva), [OpenAI (Whisper)](https://docs.pipecat.ai/server/services/stt/openai), [SambaNova (Whisper)](https://docs.pipecat.ai/server/services/stt/sambanova), [Soniox](https://docs.pipecat.ai/server/services/stt/soniox), 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[OpenAI](https://docs.pipecat.ai/server/services/llm/openai), [OpenRouter](https://docs.pipecat.ai/server/services/llm/openrouter), [Perplexity](https://docs.pipecat.ai/server/services/llm/perplexity), [Qwen](https://docs.pipecat.ai/server/services/llm/qwen), [SambaNova](https://docs.pipecat.ai/server/services/llm/sambanova) [Together AI](https://docs.pipecat.ai/server/services/llm/together) | +| Category | Services | +| ------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| Speech-to-Text | [AssemblyAI](https://docs.pipecat.ai/server/services/stt/assemblyai), [AWS](https://docs.pipecat.ai/server/services/stt/aws), [Azure](https://docs.pipecat.ai/server/services/stt/azure), [Cartesia](https://docs.pipecat.ai/server/services/stt/cartesia), [Deepgram](https://docs.pipecat.ai/server/services/stt/deepgram), [ElevenLabs](https://docs.pipecat.ai/server/services/stt/elevenlabs), [Fal Wizper](https://docs.pipecat.ai/server/services/stt/fal), [Gladia](https://docs.pipecat.ai/server/services/stt/gladia), [Google](https://docs.pipecat.ai/server/services/stt/google), [Groq (Whisper)](https://docs.pipecat.ai/server/services/stt/groq), [NVIDIA Riva](https://docs.pipecat.ai/server/services/stt/riva), [OpenAI (Whisper)](https://docs.pipecat.ai/server/services/stt/openai), [SambaNova (Whisper)](https://docs.pipecat.ai/server/services/stt/sambanova), [Soniox](https://docs.pipecat.ai/server/services/stt/soniox), 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[OpenAI](https://docs.pipecat.ai/server/services/llm/openai), [OpenRouter](https://docs.pipecat.ai/server/services/llm/openrouter), [Perplexity](https://docs.pipecat.ai/server/services/llm/perplexity), [Qwen](https://docs.pipecat.ai/server/services/llm/qwen), [SambaNova](https://docs.pipecat.ai/server/services/llm/sambanova) [Together AI](https://docs.pipecat.ai/server/services/llm/together) | | Text-to-Speech | [Async](https://docs.pipecat.ai/server/services/tts/asyncai), [AWS](https://docs.pipecat.ai/server/services/tts/aws), [Azure](https://docs.pipecat.ai/server/services/tts/azure), [Cartesia](https://docs.pipecat.ai/server/services/tts/cartesia), [Deepgram](https://docs.pipecat.ai/server/services/tts/deepgram), [ElevenLabs](https://docs.pipecat.ai/server/services/tts/elevenlabs), [Fish](https://docs.pipecat.ai/server/services/tts/fish), [Google](https://docs.pipecat.ai/server/services/tts/google), [Groq](https://docs.pipecat.ai/server/services/tts/groq), [Hume](https://docs.pipecat.ai/server/services/tts/hume), [Inworld](https://docs.pipecat.ai/server/services/tts/inworld), [LMNT](https://docs.pipecat.ai/server/services/tts/lmnt), [MiniMax](https://docs.pipecat.ai/server/services/tts/minimax), [Neuphonic](https://docs.pipecat.ai/server/services/tts/neuphonic), [NVIDIA Riva](https://docs.pipecat.ai/server/services/tts/riva), [OpenAI](https://docs.pipecat.ai/server/services/tts/openai), [Piper](https://docs.pipecat.ai/server/services/tts/piper), [PlayHT](https://docs.pipecat.ai/server/services/tts/playht), [Rime](https://docs.pipecat.ai/server/services/tts/rime), [Sarvam](https://docs.pipecat.ai/server/services/tts/sarvam), [XTTS](https://docs.pipecat.ai/server/services/tts/xtts) | -| Speech-to-Speech | [AWS Nova Sonic](https://docs.pipecat.ai/server/services/s2s/aws), [Gemini Multimodal Live](https://docs.pipecat.ai/server/services/s2s/gemini), [OpenAI Realtime](https://docs.pipecat.ai/server/services/s2s/openai) | -| Transport | [Daily (WebRTC)](https://docs.pipecat.ai/server/services/transport/daily), [FastAPI Websocket](https://docs.pipecat.ai/server/services/transport/fastapi-websocket), [SmallWebRTCTransport](https://docs.pipecat.ai/server/services/transport/small-webrtc), [WebSocket Server](https://docs.pipecat.ai/server/services/transport/websocket-server), Local | -| Serializers | [Plivo](https://docs.pipecat.ai/server/utilities/serializers/plivo), [Twilio](https://docs.pipecat.ai/server/utilities/serializers/twilio), [Telnyx](https://docs.pipecat.ai/server/utilities/serializers/telnyx) | -| Video | [HeyGen](https://docs.pipecat.ai/server/services/video/heygen), [Tavus](https://docs.pipecat.ai/server/services/video/tavus), [Simli](https://docs.pipecat.ai/server/services/video/simli) | -| Memory | [mem0](https://docs.pipecat.ai/server/services/memory/mem0) | -| Vision & Image | [fal](https://docs.pipecat.ai/server/services/image-generation/fal), [Google Imagen](https://docs.pipecat.ai/server/services/image-generation/fal), [Moondream](https://docs.pipecat.ai/server/services/vision/moondream) | -| Audio Processing | [Silero VAD](https://docs.pipecat.ai/server/utilities/audio/silero-vad-analyzer), [Krisp](https://docs.pipecat.ai/server/utilities/audio/krisp-filter), [Koala](https://docs.pipecat.ai/server/utilities/audio/koala-filter), [ai-coustics](https://docs.pipecat.ai/server/utilities/audio/aic-filter) | -| Analytics & Metrics | [OpenTelemetry](https://docs.pipecat.ai/server/utilities/opentelemetry), [Sentry](https://docs.pipecat.ai/server/services/analytics/sentry) | +| Speech-to-Speech | [AWS Nova Sonic](https://docs.pipecat.ai/server/services/s2s/aws), [Gemini Multimodal Live](https://docs.pipecat.ai/server/services/s2s/gemini), [OpenAI Realtime](https://docs.pipecat.ai/server/services/s2s/openai) | +| Transport | [Daily (WebRTC)](https://docs.pipecat.ai/server/services/transport/daily), [FastAPI Websocket](https://docs.pipecat.ai/server/services/transport/fastapi-websocket), [SmallWebRTCTransport](https://docs.pipecat.ai/server/services/transport/small-webrtc), [WebSocket Server](https://docs.pipecat.ai/server/services/transport/websocket-server), Local | +| Serializers | [Plivo](https://docs.pipecat.ai/server/utilities/serializers/plivo), [Twilio](https://docs.pipecat.ai/server/utilities/serializers/twilio), [Telnyx](https://docs.pipecat.ai/server/utilities/serializers/telnyx) | +| Video | [HeyGen](https://docs.pipecat.ai/server/services/video/heygen), [Tavus](https://docs.pipecat.ai/server/services/video/tavus), [Simli](https://docs.pipecat.ai/server/services/video/simli) | +| Memory | [mem0](https://docs.pipecat.ai/server/services/memory/mem0) | +| Vision & Image | [fal](https://docs.pipecat.ai/server/services/image-generation/fal), [Google Imagen](https://docs.pipecat.ai/server/services/image-generation/fal), [Moondream](https://docs.pipecat.ai/server/services/vision/moondream) | +| Audio Processing | [Silero VAD](https://docs.pipecat.ai/server/utilities/audio/silero-vad-analyzer), [Krisp](https://docs.pipecat.ai/server/utilities/audio/krisp-filter), [Koala](https://docs.pipecat.ai/server/utilities/audio/koala-filter), [ai-coustics](https://docs.pipecat.ai/server/utilities/audio/aic-filter) | +| Analytics & Metrics | [OpenTelemetry](https://docs.pipecat.ai/server/utilities/opentelemetry), [Sentry](https://docs.pipecat.ai/server/services/analytics/sentry) | 📚 [View full services documentation →](https://docs.pipecat.ai/server/services/supported-services) diff --git a/examples/foundational/assets/moondream.png b/examples/foundational/assets/moondream.png new file mode 100644 index 0000000000000000000000000000000000000000..17ba5401fb2cdfb4d1a5a2e6f9738a09bbf00d28 GIT binary patch literal 1101056 zcmV(}K+wO5P)R%hRxONzCZo#-@UKJ>wrf9BnS{7)sUiTT2f@Ivqf2HtmK!ZD)}iD$`Sv7{FJJs 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z$D^fXVDoh<&=AMXMeD26eOdgu4o?9AH3gE41WCAc$Ww&zc*shoEWgX*kC!!n4e4*$ zPwOM!^^&vVb9q6GGDiVAIjKH>O{blAKYQS*J%r~H?i@mIDiA-s&-G#xh{=cjc z4iiG1GcuA1dScM-OJ^MrHSUqIQ$bbY*Ux)Pd=VYQQxm|e^m#913o837S)mi!-xHs2 zre?ROr(B(mnkk!H7o|inD`?i)62Sj?_a?PCB{bBL#Jrq|!9jt!NBmv5xFCub*j8+U zUHSHo1(qG!&(--Jz!EmX<@udi5rlu#SHjL)uCm;i;Av~67$`!ltLt%o*PN`;%n&ba zPpg?r%Ni|fzLe4^P?=PgiWnM1@A?)!5m2XxHxBY4MEPz_Orwr~T*ZXe3be`w}p#jXvW4b9i^{D}#-)&HwH^8=R-ieA#wSkvt z&`_8$oF?%d7Bb#)`YSF54To6rU7V<{Y1x<>kNb@Vbzjd>+xc;=vv-M5Z(jZk_zqvu zKLcS?h6%KO$LB?2C6g@Uk)nSle%=dim|yW;t&;2zi8aY?S3bFMHO;1tqMQLEl)V1Y`N+{vlR0|U zj}5@AQs`}hg-zd%WAt+?pg15PZ~puwa(%4*1#wr4Bc6gwUvyvK!if2Sw5~j_|Gr#n jGg>xB?Y|3N!}E+LFf)-l+d(Gax|+;IRJ(ztSp} literal 0 HcmV?d00001 From 5ea7cc9d32b42f86bf18bcdc6de2e27a4fe34e69 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Aleix=20Conchillo=20Flaqu=C3=A9?= Date: Tue, 14 Oct 2025 13:16:52 -0700 Subject: [PATCH 13/23] services: added on_connected/on_disconnected events --- CHANGELOG.md | 3 ++ src/pipecat/services/assemblyai/stt.py | 3 ++ src/pipecat/services/asyncai/tts.py | 3 ++ src/pipecat/services/aws/stt.py | 2 ++ src/pipecat/services/cartesia/stt.py | 2 ++ src/pipecat/services/cartesia/tts.py | 2 ++ src/pipecat/services/deepgram/flux/stt.py | 4 +++ src/pipecat/services/elevenlabs/tts.py | 2 ++ src/pipecat/services/fish/tts.py | 3 ++ src/pipecat/services/google/stt.py | 4 +++ src/pipecat/services/lmnt/tts.py | 2 ++ src/pipecat/services/neuphonic/tts.py | 3 ++ src/pipecat/services/playht/tts.py | 3 ++ src/pipecat/services/rime/tts.py | 3 ++ src/pipecat/services/sarvam/tts.py | 5 ++++ src/pipecat/services/speechmatics/stt.py | 2 ++ src/pipecat/services/stt_service.py | 33 +++++++++++++++------- src/pipecat/services/tts_service.py | 34 +++++++++++++++-------- 18 files changed, 92 insertions(+), 21 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 433555890..acd680d5a 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,6 +9,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added +- Added `on_connected` and `on_disconnected` events to TTS and STT + websocket-based services. + - Added an `aggregate_sentences` arg in `ElevenLabsHttpTTSService`, where the default value is True. diff --git a/src/pipecat/services/assemblyai/stt.py b/src/pipecat/services/assemblyai/stt.py index aa2fc36bc..381d60506 100644 --- a/src/pipecat/services/assemblyai/stt.py +++ b/src/pipecat/services/assemblyai/stt.py @@ -197,6 +197,8 @@ class AssemblyAISTTService(STTService): ) self._connected = True self._receive_task = self.create_task(self._receive_task_handler()) + + await self._call_event_handler("on_connected") except Exception as e: logger.error(f"Failed to connect to AssemblyAI: {e}") self._connected = False @@ -238,6 +240,7 @@ class AssemblyAISTTService(STTService): self._websocket = None self._connected = False self._receive_task = None + await self._call_event_handler("on_disconnected") async def _receive_task_handler(self): """Handle incoming WebSocket messages.""" diff --git a/src/pipecat/services/asyncai/tts.py b/src/pipecat/services/asyncai/tts.py index b0ddf9275..3e4ff33cc 100644 --- a/src/pipecat/services/asyncai/tts.py +++ b/src/pipecat/services/asyncai/tts.py @@ -235,6 +235,8 @@ class AsyncAITTSService(InterruptibleTTSService): } await self._get_websocket().send(json.dumps(init_msg)) + + await self._call_event_handler("on_connected") except Exception as e: logger.error(f"{self} initialization error: {e}") self._websocket = None @@ -252,6 +254,7 @@ class AsyncAITTSService(InterruptibleTTSService): finally: self._websocket = None self._started = False + await self._call_event_handler("on_disconnected") def _get_websocket(self): if self._websocket: diff --git a/src/pipecat/services/aws/stt.py b/src/pipecat/services/aws/stt.py index 59cda5865..b019fc058 100644 --- a/src/pipecat/services/aws/stt.py +++ b/src/pipecat/services/aws/stt.py @@ -286,6 +286,7 @@ class AWSTranscribeSTTService(STTService): logger.info(f"{self} Successfully connected to AWS Transcribe") + await self._call_event_handler("on_connected") except Exception as e: logger.error(f"{self} Failed to connect to AWS Transcribe: {e}") await self._disconnect() @@ -310,6 +311,7 @@ class AWSTranscribeSTTService(STTService): logger.warning(f"{self} Error closing WebSocket connection: {e}") finally: self._ws_client = None + await self._call_event_handler("on_disconnected") def language_to_service_language(self, language: Language) -> str | None: """Convert internal language enum to AWS Transcribe language code. diff --git a/src/pipecat/services/cartesia/stt.py b/src/pipecat/services/cartesia/stt.py index 97a4f7127..b4e232c4a 100644 --- a/src/pipecat/services/cartesia/stt.py +++ b/src/pipecat/services/cartesia/stt.py @@ -273,6 +273,7 @@ class CartesiaSTTService(WebsocketSTTService): headers = {"Cartesia-Version": "2025-04-16", "X-API-Key": self._api_key} self._websocket = await websocket_connect(ws_url, additional_headers=headers) + await self._call_event_handler("on_connected") except Exception as e: logger.error(f"{self}: unable to connect to Cartesia: {e}") @@ -285,6 +286,7 @@ class CartesiaSTTService(WebsocketSTTService): logger.error(f"{self} error closing websocket: {e}") finally: self._websocket = None + await self._call_event_handler("on_disconnected") def _get_websocket(self): if self._websocket: diff --git a/src/pipecat/services/cartesia/tts.py b/src/pipecat/services/cartesia/tts.py index 9b2475cb6..90f0ac3b4 100644 --- a/src/pipecat/services/cartesia/tts.py +++ b/src/pipecat/services/cartesia/tts.py @@ -348,6 +348,7 @@ class CartesiaTTSService(AudioContextWordTTSService): self._websocket = await websocket_connect( f"{self._url}?api_key={self._api_key}&cartesia_version={self._cartesia_version}" ) + await self._call_event_handler("on_connected") except Exception as e: logger.error(f"{self} initialization error: {e}") self._websocket = None @@ -365,6 +366,7 @@ class CartesiaTTSService(AudioContextWordTTSService): finally: self._context_id = None self._websocket = None + await self._call_event_handler("on_disconnected") def _get_websocket(self): if self._websocket: diff --git a/src/pipecat/services/deepgram/flux/stt.py b/src/pipecat/services/deepgram/flux/stt.py index 493bece80..f0b1a5baa 100644 --- a/src/pipecat/services/deepgram/flux/stt.py +++ b/src/pipecat/services/deepgram/flux/stt.py @@ -205,6 +205,7 @@ class DeepgramFluxSTTService(WebsocketSTTService): additional_headers={"Authorization": f"Token {self._api_key}"}, ) logger.debug("Connected to Deepgram Flux Websocket") + await self._call_event_handler("on_connected") except Exception as e: logger.error(f"{self} initialization error: {e}") self._websocket = None @@ -225,6 +226,9 @@ class DeepgramFluxSTTService(WebsocketSTTService): await self._websocket.close() except Exception as e: logger.error(f"{self} error closing websocket: {e}") + finally: + self._websocket = None + await self._call_event_handler("on_disconnected") async def _send_close_stream(self) -> None: """Sends a CloseStream control message to the Deepgram Flux WebSocket API. diff --git a/src/pipecat/services/elevenlabs/tts.py b/src/pipecat/services/elevenlabs/tts.py index 080f54cd6..641f50aa1 100644 --- a/src/pipecat/services/elevenlabs/tts.py +++ b/src/pipecat/services/elevenlabs/tts.py @@ -528,6 +528,7 @@ class ElevenLabsTTSService(AudioContextWordTTSService): url, max_size=16 * 1024 * 1024, additional_headers={"xi-api-key": self._api_key} ) + await self._call_event_handler("on_connected") except Exception as e: logger.error(f"{self} initialization error: {e}") self._websocket = None @@ -550,6 +551,7 @@ class ElevenLabsTTSService(AudioContextWordTTSService): self._started = False self._context_id = None self._websocket = None + await self._call_event_handler("on_disconnected") def _get_websocket(self): if self._websocket: diff --git a/src/pipecat/services/fish/tts.py b/src/pipecat/services/fish/tts.py index b39b775e5..669d2ce97 100644 --- a/src/pipecat/services/fish/tts.py +++ b/src/pipecat/services/fish/tts.py @@ -225,6 +225,8 @@ class FishAudioTTSService(InterruptibleTTSService): start_message = {"event": "start", "request": {"text": "", **self._settings}} await self._websocket.send(ormsgpack.packb(start_message)) logger.debug("Sent start message to Fish Audio") + + await self._call_event_handler("on_connected") except Exception as e: logger.error(f"Fish Audio initialization error: {e}") self._websocket = None @@ -245,6 +247,7 @@ class FishAudioTTSService(InterruptibleTTSService): self._request_id = None self._started = False self._websocket = None + await self._call_event_handler("on_disconnected") async def flush_audio(self): """Flush any buffered audio by sending a flush event to Fish Audio.""" diff --git a/src/pipecat/services/google/stt.py b/src/pipecat/services/google/stt.py index 31ae597f7..b9e56f55b 100644 --- a/src/pipecat/services/google/stt.py +++ b/src/pipecat/services/google/stt.py @@ -730,6 +730,8 @@ class GoogleSTTService(STTService): self._request_queue = asyncio.Queue() self._streaming_task = self.create_task(self._stream_audio()) + await self._call_event_handler("on_connected") + async def _disconnect(self): """Clean up streaming recognition resources.""" if self._streaming_task: @@ -737,6 +739,8 @@ class GoogleSTTService(STTService): await self.cancel_task(self._streaming_task) self._streaming_task = None + await self._call_event_handler("on_disconnected") + async def _request_generator(self): """Generates requests for the streaming recognize method.""" recognizer_path = f"projects/{self._project_id}/locations/{self._location}/recognizers/_" diff --git a/src/pipecat/services/lmnt/tts.py b/src/pipecat/services/lmnt/tts.py index a602789fd..9f9fef5fc 100644 --- a/src/pipecat/services/lmnt/tts.py +++ b/src/pipecat/services/lmnt/tts.py @@ -222,6 +222,7 @@ class LmntTTSService(InterruptibleTTSService): # Send initialization message await self._websocket.send(json.dumps(init_msg)) + await self._call_event_handler("on_connected") except Exception as e: logger.error(f"{self} initialization error: {e}") self._websocket = None @@ -243,6 +244,7 @@ class LmntTTSService(InterruptibleTTSService): finally: self._started = False self._websocket = None + await self._call_event_handler("on_disconnected") def _get_websocket(self): """Get the WebSocket connection if available.""" diff --git a/src/pipecat/services/neuphonic/tts.py b/src/pipecat/services/neuphonic/tts.py index 46d805086..6ccdfe17f 100644 --- a/src/pipecat/services/neuphonic/tts.py +++ b/src/pipecat/services/neuphonic/tts.py @@ -293,6 +293,8 @@ class NeuphonicTTSService(InterruptibleTTSService): headers = {"x-api-key": self._api_key} self._websocket = await websocket_connect(url, additional_headers=headers) + + await self._call_event_handler("on_connected") except Exception as e: logger.error(f"{self} initialization error: {e}") self._websocket = None @@ -311,6 +313,7 @@ class NeuphonicTTSService(InterruptibleTTSService): finally: self._started = False self._websocket = None + await self._call_event_handler("on_disconnected") async def _receive_messages(self): """Receive and process messages from Neuphonic WebSocket.""" diff --git a/src/pipecat/services/playht/tts.py b/src/pipecat/services/playht/tts.py index 9288ebd59..925480794 100644 --- a/src/pipecat/services/playht/tts.py +++ b/src/pipecat/services/playht/tts.py @@ -269,6 +269,8 @@ class PlayHTTTSService(InterruptibleTTSService): raise ValueError("WebSocket URL is not a string") self._websocket = await websocket_connect(self._websocket_url) + + await self._call_event_handler("on_connected") except ValueError as e: logger.error(f"{self} initialization error: {e}") self._websocket = None @@ -291,6 +293,7 @@ class PlayHTTTSService(InterruptibleTTSService): finally: self._request_id = None self._websocket = None + await self._call_event_handler("on_disconnected") async def _get_websocket_url(self): """Retrieve WebSocket URL from PlayHT API.""" diff --git a/src/pipecat/services/rime/tts.py b/src/pipecat/services/rime/tts.py index 1ac829ebd..fa3fa447d 100644 --- a/src/pipecat/services/rime/tts.py +++ b/src/pipecat/services/rime/tts.py @@ -255,6 +255,8 @@ class RimeTTSService(AudioContextWordTTSService): url = f"{self._url}?{params}" headers = {"Authorization": f"Bearer {self._api_key}"} self._websocket = await websocket_connect(url, additional_headers=headers) + + await self._call_event_handler("on_connected") except Exception as e: logger.error(f"{self} initialization error: {e}") self._websocket = None @@ -272,6 +274,7 @@ class RimeTTSService(AudioContextWordTTSService): finally: self._context_id = None self._websocket = None + await self._call_event_handler("on_disconnected") def _get_websocket(self): """Get active websocket connection or raise exception.""" diff --git a/src/pipecat/services/sarvam/tts.py b/src/pipecat/services/sarvam/tts.py index a9fedcc58..75e6de125 100644 --- a/src/pipecat/services/sarvam/tts.py +++ b/src/pipecat/services/sarvam/tts.py @@ -525,6 +525,7 @@ class SarvamTTSService(InterruptibleTTSService): logger.debug("Connected to Sarvam TTS Websocket") await self._send_config() + await self._call_event_handler("on_connected") except Exception as e: logger.error(f"{self} initialization error: {e}") self._websocket = None @@ -556,6 +557,10 @@ class SarvamTTSService(InterruptibleTTSService): await self._websocket.close() except Exception as e: logger.error(f"{self} error closing websocket: {e}") + finally: + self._started = False + self._websocket = None + await self._call_event_handler("on_disconnected") def _get_websocket(self): if self._websocket: diff --git a/src/pipecat/services/speechmatics/stt.py b/src/pipecat/services/speechmatics/stt.py index 4028dd248..2c1db2a15 100644 --- a/src/pipecat/services/speechmatics/stt.py +++ b/src/pipecat/services/speechmatics/stt.py @@ -577,6 +577,7 @@ class SpeechmaticsSTTService(STTService): ), ) logger.debug(f"{self} Connected to Speechmatics STT service") + await self._call_event_handler("on_connected") except Exception as e: logger.error(f"{self} Error connecting to Speechmatics: {e}") self._client = None @@ -595,6 +596,7 @@ class SpeechmaticsSTTService(STTService): logger.error(f"{self} Error closing Speechmatics client: {e}") finally: self._client = None + await self._call_event_handler("on_disconnected") def _process_config(self) -> None: """Create a formatted STT transcription config. diff --git a/src/pipecat/services/stt_service.py b/src/pipecat/services/stt_service.py index a02619e44..6fb96c571 100644 --- a/src/pipecat/services/stt_service.py +++ b/src/pipecat/services/stt_service.py @@ -35,6 +35,25 @@ class STTService(AIService): Provides common functionality for STT services including audio passthrough, muting, settings management, and audio processing. Subclasses must implement the run_stt method to provide actual speech recognition. + + Event handlers: + on_connected: Called when connected to the STT service. + on_connected: Called when disconnected from the STT service. + on_connection_error: Called when a connection to the STT service error occurs. + + Example:: + + @stt.event_handler("on_connected") + async def on_connected(stt: STTService): + logger.debug(f"STT connected") + + @stt.event_handler("on_disconnected") + async def on_disconnected(stt: STTService): + logger.debug(f"STT disconnected") + + @stt.event_handler("on_connection_error") + async def on_connection_error(stt: STTService, error: str): + logger.error(f"STT connection error: {error}") """ def __init__( @@ -62,6 +81,10 @@ class STTService(AIService): self._muted: bool = False self._user_id: str = "" + self._register_event_handler("on_connected") + self._register_event_handler("on_disconnected") + self._register_event_handler("on_connection_error") + @property def is_muted(self) -> bool: """Check if the STT service is currently muted. @@ -292,15 +315,6 @@ class WebsocketSTTService(STTService, WebsocketService): Combines STT functionality with websocket connectivity, providing automatic error handling and reconnection capabilities. - - Event handlers: - on_connection_error: Called when a websocket connection error occurs. - - Example:: - - @stt.event_handler("on_connection_error") - async def on_connection_error(stt: STTService, error: str): - logger.error(f"STT connection error: {error}") """ def __init__(self, *, reconnect_on_error: bool = True, **kwargs): @@ -312,7 +326,6 @@ class WebsocketSTTService(STTService, WebsocketService): """ STTService.__init__(self, **kwargs) WebsocketService.__init__(self, reconnect_on_error=reconnect_on_error, **kwargs) - self._register_event_handler("on_connection_error") async def _report_error(self, error: ErrorFrame): await self._call_event_handler("on_connection_error", error.error) diff --git a/src/pipecat/services/tts_service.py b/src/pipecat/services/tts_service.py index a60b50818..b356c7244 100644 --- a/src/pipecat/services/tts_service.py +++ b/src/pipecat/services/tts_service.py @@ -59,6 +59,25 @@ class TTSService(AIService): Provides common functionality for TTS services including text aggregation, filtering, audio generation, and frame management. Supports configurable sentence aggregation, silence insertion, and frame processing control. + + Event handlers: + on_connected: Called when connected to the STT service. + on_connected: Called when disconnected from the STT service. + on_connection_error: Called when a connection to the STT service error occurs. + + Example:: + + @tts.event_handler("on_connected") + async def on_connected(tts: TTSService): + logger.debug(f"TTS connected") + + @tts.event_handler("on_disconnected") + async def on_disconnected(tts: TTSService): + logger.debug(f"TTS disconnected") + + @tts.event_handler("on_connection_error") + async def on_connection_error(stt: TTSService, error: str): + logger.error(f"TTS connection error: {error}") """ def __init__( @@ -143,6 +162,10 @@ class TTSService(AIService): self._processing_text: bool = False + self._register_event_handler("on_connected") + self._register_event_handler("on_disconnected") + self._register_event_handler("on_connection_error") + @property def sample_rate(self) -> int: """Get the current sample rate for audio output. @@ -626,7 +649,6 @@ class WebsocketTTSService(TTSService, WebsocketService): """ TTSService.__init__(self, **kwargs) WebsocketService.__init__(self, reconnect_on_error=reconnect_on_error, **kwargs) - self._register_event_handler("on_connection_error") async def _report_error(self, error: ErrorFrame): await self._call_event_handler("on_connection_error", error.error) @@ -678,15 +700,6 @@ class WebsocketWordTTSService(WordTTSService, WebsocketService): """Base class for websocket-based TTS services that support word timestamps. Combines word timestamp functionality with websocket connectivity. - - Event handlers: - on_connection_error: Called when a websocket connection error occurs. - - Example:: - - @tts.event_handler("on_connection_error") - async def on_connection_error(tts: TTSService, error: str): - logger.error(f"TTS connection error: {error}") """ def __init__(self, *, reconnect_on_error: bool = True, **kwargs): @@ -698,7 +711,6 @@ class WebsocketWordTTSService(WordTTSService, WebsocketService): """ WordTTSService.__init__(self, **kwargs) WebsocketService.__init__(self, reconnect_on_error=reconnect_on_error, **kwargs) - self._register_event_handler("on_connection_error") async def _report_error(self, error: ErrorFrame): await self._call_event_handler("on_connection_error", error.error) From 129ab5ea0e1cde26f720cddfb0d71f605f7471c3 Mon Sep 17 00:00:00 2001 From: vipyne Date: Wed, 15 Oct 2025 10:54:54 -0500 Subject: [PATCH 14/23] WhatsApp transport debug log -> trace log --- src/pipecat/runner/run.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pipecat/runner/run.py b/src/pipecat/runner/run.py index 53b39f4e3..a7af52e18 100644 --- a/src/pipecat/runner/run.py +++ b/src/pipecat/runner/run.py @@ -315,7 +315,7 @@ def _setup_whatsapp_routes(app: FastAPI): WHATSAPP_WEBHOOK_VERIFICATION_TOKEN, ] ): - logger.debug( + logger.trace( "Missing required environment variables for WhatsApp transport. Keeping it disabled." ) return From 22557fa66866e67f351ed67c5d4975469b90dfed Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Wed, 15 Oct 2025 09:05:40 -0400 Subject: [PATCH 15/23] Fix an issue in ElevenLabsHttpTTSService where the last word is not emitted --- CHANGELOG.md | 4 ++++ src/pipecat/services/elevenlabs/tts.py | 8 ++++++++ 2 files changed, 12 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index acd680d5a..1832b9a0b 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -27,6 +27,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Fixed +- Fixed an issue in `ElevenLabsTTSService` and `ElevenLabsHttpTTSService` where + the Flash models would split words, resulting in a space being inserted + between words. + - Fixed an issue where audio filters' `stop()` would not be called when using `CancelFrame`. diff --git a/src/pipecat/services/elevenlabs/tts.py b/src/pipecat/services/elevenlabs/tts.py index 641f50aa1..460b23d18 100644 --- a/src/pipecat/services/elevenlabs/tts.py +++ b/src/pipecat/services/elevenlabs/tts.py @@ -1070,6 +1070,14 @@ class ElevenLabsHttpTTSService(WordTTSService): logger.error(f"Error processing response: {e}", exc_info=True) continue + # After processing all chunks, emit any remaining partial word + # since this is the end of the utterance + if self._partial_word: + final_word_time = [(self._partial_word, self._partial_word_start_time)] + await self.add_word_timestamps(final_word_time) + self._partial_word = "" + self._partial_word_start_time = 0.0 + # After processing all chunks, add the total utterance duration # to the cumulative time to ensure next utterance starts after this one if utterance_duration > 0: From 8902f1dc94eb496d223dab7be8cb92bc9063d190 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Wed, 15 Oct 2025 10:49:13 -0400 Subject: [PATCH 16/23] Bump openai, openpipe versions, add 14x foundational example --- CHANGELOG.md | 6 + .../14x-function-calling-openpipe.py | 182 ++++++++++ pyproject.toml | 4 +- scripts/evals/run-release-evals.py | 1 + uv.lock | 337 +++++++----------- 5 files changed, 322 insertions(+), 208 deletions(-) create mode 100644 examples/foundational/14x-function-calling-openpipe.py diff --git a/CHANGELOG.md b/CHANGELOG.md index 0c173d4a8..3cd715776 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -25,6 +25,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - `CartesiaSTTService` now inherits from `WebsocketSTTService`. +- Package upgrades: + - `openai` upgraded to support up to 2.x.x. + - `openpipe` upgraded to support up to 5.x.x. + ### Fixed - Fixed an issue in `ElevenLabsTTSService` and `ElevenLabsHttpTTSService` where @@ -47,6 +51,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Added foundational example `47-sentry-metrics.py`, demonstrating how to use the `SentryMetrics` processor. +- Added foundational example `14x-function-calling-openpipe.py`. + ## [0.0.90] - 2025-10-10 ### Added diff --git a/examples/foundational/14x-function-calling-openpipe.py b/examples/foundational/14x-function-calling-openpipe.py new file mode 100644 index 000000000..3f2537bb7 --- /dev/null +++ b/examples/foundational/14x-function-calling-openpipe.py @@ -0,0 +1,182 @@ +# +# Copyright (c) 2024–2025, Daily +# +# SPDX-License-Identifier: BSD 2-Clause License +# + +import os +import time + +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.turn.smart_turn.base_smart_turn import SmartTurnParams +from pipecat.audio.turn.smart_turn.local_smart_turn_v3 import LocalSmartTurnAnalyzerV3 +from pipecat.audio.vad.silero import SileroVADAnalyzer +from pipecat.audio.vad.vad_analyzer import VADParams +from pipecat.frames.frames import LLMRunFrame, TTSSpeakFrame +from pipecat.pipeline.pipeline import Pipeline +from pipecat.pipeline.runner import PipelineRunner +from pipecat.pipeline.task import PipelineParams, PipelineTask +from pipecat.processors.aggregators.llm_context import LLMContext +from pipecat.processors.aggregators.llm_response_universal import LLMContextAggregatorPair +from pipecat.runner.types import RunnerArguments +from pipecat.runner.utils import create_transport +from pipecat.services.cartesia.tts import CartesiaTTSService +from pipecat.services.deepgram.stt import DeepgramSTTService +from pipecat.services.llm_service import FunctionCallParams +from pipecat.services.openpipe.llm import OpenPipeLLMService +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"}) + + +async def fetch_restaurant_recommendation(params: FunctionCallParams): + await params.result_callback({"name": "The Golden Dragon"}) + + +# We store functions so objects (e.g. SileroVADAnalyzer) don't get +# instantiated. The function will be called when the desired transport gets +# selected. +transport_params = { + "daily": lambda: DailyParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(params=VADParams(stop_secs=0.2)), + turn_analyzer=LocalSmartTurnAnalyzerV3(params=SmartTurnParams()), + ), + "twilio": lambda: FastAPIWebsocketParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(params=VADParams(stop_secs=0.2)), + turn_analyzer=LocalSmartTurnAnalyzerV3(params=SmartTurnParams()), + ), + "webrtc": lambda: TransportParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(params=VADParams(stop_secs=0.2)), + turn_analyzer=LocalSmartTurnAnalyzerV3(params=SmartTurnParams()), + ), +} + + +async def run_bot(transport: BaseTransport, runner_args: RunnerArguments): + logger.info(f"Starting bot") + + stt = DeepgramSTTService(api_key=os.getenv("DEEPGRAM_API_KEY")) + + tts = CartesiaTTSService( + api_key=os.getenv("CARTESIA_API_KEY"), + voice_id="71a7ad14-091c-4e8e-a314-022ece01c121", # British Reading Lady + ) + + timestamp = int(time.time()) + llm = OpenPipeLLMService( + api_key=os.getenv("OPENAI_API_KEY"), + openpipe_api_key=os.getenv("OPENPIPE_API_KEY"), + tags={"conversation_id": f"pipecat-{timestamp}"}, + ) + + # You can also 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.register_function("get_restaurant_recommendation", fetch_restaurant_recommendation) + + @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"], + ) + 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"], + ) + tools = ToolsSchema(standard_tools=[weather_function, restaurant_function]) + + messages = [ + { + "role": "system", + "content": "You are a helpful LLM in a WebRTC call. Your goal is to demonstrate your capabilities in a succinct way. Your output will be converted to audio so don't include special characters in your answers. Respond to what the user said in a creative and helpful way.", + }, + ] + + context = LLMContext(messages, tools) + context_aggregator = LLMContextAggregatorPair(context) + + pipeline = Pipeline( + [ + transport.input(), + stt, + context_aggregator.user(), + llm, + tts, + transport.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/pyproject.toml b/pyproject.toml index c04dd2433..0d94d0fa3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -34,7 +34,7 @@ dependencies = [ "pyloudnorm~=0.1.1", "resampy~=0.4.3", "soxr~=0.5.0", - "openai>=1.74.0,<=1.99.1", + "openai>=1.74.0,<3", # Pinning numba to resolve package dependencies "numba==0.61.2", "wait_for2>=0.4.1; python_version<'3.12'", @@ -84,7 +84,7 @@ nim = [] neuphonic = [ "pipecat-ai[websockets-base]" ] noisereduce = [ "noisereduce~=3.0.3" ] openai = [ "pipecat-ai[websockets-base]" ] -openpipe = [ "openpipe~=4.50.0" ] +openpipe = [ "openpipe>=4.50.0,<6" ] openrouter = [] perplexity = [] playht = [ "pipecat-ai[websockets-base]" ] diff --git a/scripts/evals/run-release-evals.py b/scripts/evals/run-release-evals.py index 44cb69aed..14f9dee52 100644 --- a/scripts/evals/run-release-evals.py +++ b/scripts/evals/run-release-evals.py @@ -136,6 +136,7 @@ TESTS_14 = [ ("14r-function-calling-aws.py", PROMPT_WEATHER, EVAL_WEATHER, BOT_SPEAKS_FIRST), ("14v-function-calling-openai.py", PROMPT_WEATHER, EVAL_WEATHER, BOT_SPEAKS_FIRST), ("14w-function-calling-mistral.py", PROMPT_WEATHER, EVAL_WEATHER, BOT_SPEAKS_FIRST), + ("14x-function-calling-openpipe.py", PROMPT_WEATHER, EVAL_WEATHER, BOT_SPEAKS_FIRST), # Currently not working. # ("14c-function-calling-together.py", PROMPT_WEATHER, EVAL_WEATHER, BOT_SPEAKS_FIRST), # ("14l-function-calling-deepseek.py", PROMPT_WEATHER, EVAL_WEATHER, BOT_SPEAKS_FIRST), diff --git a/uv.lock b/uv.lock index d7f8aebee..dec765912 100644 --- a/uv.lock +++ b/uv.lock @@ -569,6 +569,30 @@ wheels = [ { url = 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100644 --- a/src/pipecat/runner/run.py +++ b/src/pipecat/runner/run.py @@ -289,19 +289,6 @@ def _add_lifespan_to_app(app: FastAPI, new_lifespan): def _setup_whatsapp_routes(app: FastAPI): """Set up WebRTC-specific routes.""" - try: - from pipecat_ai_small_webrtc_prebuilt.frontend import SmallWebRTCPrebuiltUI - - from pipecat.transports.smallwebrtc.connection import SmallWebRTCConnection - from pipecat.transports.smallwebrtc.request_handler import ( - SmallWebRTCRequest, - SmallWebRTCRequestHandler, - ) - from pipecat.transports.whatsapp.api import WhatsAppWebhookRequest - from pipecat.transports.whatsapp.client import WhatsAppClient - except ImportError as e: - logger.error(f"WebRTC transport dependencies not installed: {e}") - return WHATSAPP_TOKEN = os.getenv("WHATSAPP_TOKEN") WHATSAPP_PHONE_NUMBER_ID = os.getenv("WHATSAPP_PHONE_NUMBER_ID") @@ -320,6 +307,14 @@ def _setup_whatsapp_routes(app: FastAPI): ) return + # only import WhatsApp dependencies if appropriate env vars are present + try: + from pipecat.transports.whatsapp.api import WhatsAppWebhookRequest + from pipecat.transports.whatsapp.client import WhatsAppClient + except ImportError as e: + logger.error(f"WhatsApp transport dependencies not installed: {e}") + return + # Global WhatsApp client instance whatsapp_client: Optional[WhatsAppClient] = None From 0fd5d2610484909b6162bf4ee528ca221bf20ce6 Mon Sep 17 00:00:00 2001 From: vipyne Date: Wed, 15 Oct 2025 13:16:16 -0500 Subject: [PATCH 18/23] add WHATSAPP_APP_SECRET to required whatsapp env vars --- src/pipecat/runner/run.py | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/src/pipecat/runner/run.py b/src/pipecat/runner/run.py index c5c9dc9db..4663b115d 100644 --- a/src/pipecat/runner/run.py +++ b/src/pipecat/runner/run.py @@ -289,7 +289,6 @@ def _add_lifespan_to_app(app: FastAPI, new_lifespan): def _setup_whatsapp_routes(app: FastAPI): """Set up WebRTC-specific routes.""" - WHATSAPP_TOKEN = os.getenv("WHATSAPP_TOKEN") WHATSAPP_PHONE_NUMBER_ID = os.getenv("WHATSAPP_PHONE_NUMBER_ID") WHATSAPP_WEBHOOK_VERIFICATION_TOKEN = os.getenv("WHATSAPP_WEBHOOK_VERIFICATION_TOKEN") @@ -300,10 +299,17 @@ def _setup_whatsapp_routes(app: FastAPI): WHATSAPP_TOKEN, WHATSAPP_PHONE_NUMBER_ID, WHATSAPP_WEBHOOK_VERIFICATION_TOKEN, + WHATSAPP_APP_SECRET, ] ): logger.trace( - "Missing required environment variables for WhatsApp transport. Keeping it disabled." + """Missing required environment variables for WhatsApp transport: + WHATSAPP_TOKEN + WHATSAPP_PHONE_NUMBER_ID + WHATSAPP_WEBHOOK_VERIFICATION_TOKEN + WHATSAPP_APP_SECRET +Keeping it disabled. + """ ) return From 6381335346ba9622f2eced03aca07891af0c4223 Mon Sep 17 00:00:00 2001 From: vipyne Date: Thu, 16 Oct 2025 10:37:46 -0500 Subject: [PATCH 19/23] Add --whatsapp flag to runner --- CHANGELOG.md | 2 ++ src/pipecat/runner/run.py | 45 ++++++++++++++++++++++++++------------- 2 files changed, 32 insertions(+), 15 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 3cd715776..2b078fe80 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,6 +9,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added +- Added `--whatsapp` flag to runner to better surface WhatsApp transport logs. + - Added `on_connected` and `on_disconnected` events to TTS and STT websocket-based services. diff --git a/src/pipecat/runner/run.py b/src/pipecat/runner/run.py index 4663b115d..a3e2984e8 100644 --- a/src/pipecat/runner/run.py +++ b/src/pipecat/runner/run.py @@ -166,6 +166,7 @@ def _create_server_app( host: str = "localhost", proxy: str, esp32_mode: bool = False, + whatsapp_enabled: bool = False, folder: Optional[str] = None, ): """Create FastAPI app with transport-specific routes.""" @@ -182,7 +183,8 @@ def _create_server_app( # Set up transport-specific routes if transport_type == "webrtc": _setup_webrtc_routes(app, esp32_mode=esp32_mode, host=host, folder=folder) - _setup_whatsapp_routes(app) + if whatsapp_enabled: + _setup_whatsapp_routes(app) elif transport_type == "daily": _setup_daily_routes(app) elif transport_type in TELEPHONY_TRANSPORTS: @@ -289,32 +291,37 @@ def _add_lifespan_to_app(app: FastAPI, new_lifespan): def _setup_whatsapp_routes(app: FastAPI): """Set up WebRTC-specific routes.""" - WHATSAPP_TOKEN = os.getenv("WHATSAPP_TOKEN") - WHATSAPP_PHONE_NUMBER_ID = os.getenv("WHATSAPP_PHONE_NUMBER_ID") - WHATSAPP_WEBHOOK_VERIFICATION_TOKEN = os.getenv("WHATSAPP_WEBHOOK_VERIFICATION_TOKEN") WHATSAPP_APP_SECRET = os.getenv("WHATSAPP_APP_SECRET") + WHATSAPP_PHONE_NUMBER_ID = os.getenv("WHATSAPP_PHONE_NUMBER_ID") + WHATSAPP_TOKEN = os.getenv("WHATSAPP_TOKEN") + WHATSAPP_WEBHOOK_VERIFICATION_TOKEN = os.getenv("WHATSAPP_WEBHOOK_VERIFICATION_TOKEN") if not all( [ - WHATSAPP_TOKEN, - WHATSAPP_PHONE_NUMBER_ID, - WHATSAPP_WEBHOOK_VERIFICATION_TOKEN, WHATSAPP_APP_SECRET, + WHATSAPP_PHONE_NUMBER_ID, + WHATSAPP_TOKEN, + WHATSAPP_WEBHOOK_VERIFICATION_TOKEN, ] ): - logger.trace( + logger.error( """Missing required environment variables for WhatsApp transport: - WHATSAPP_TOKEN - WHATSAPP_PHONE_NUMBER_ID - WHATSAPP_WEBHOOK_VERIFICATION_TOKEN WHATSAPP_APP_SECRET -Keeping it disabled. + WHATSAPP_PHONE_NUMBER_ID + WHATSAPP_TOKEN + WHATSAPP_WEBHOOK_VERIFICATION_TOKEN """ ) return - # only import WhatsApp dependencies if appropriate env vars are present try: + from pipecat_ai_small_webrtc_prebuilt.frontend import SmallWebRTCPrebuiltUI + + from pipecat.transports.smallwebrtc.connection import SmallWebRTCConnection + from pipecat.transports.smallwebrtc.request_handler import ( + SmallWebRTCRequest, + SmallWebRTCRequestHandler, + ) from pipecat.transports.whatsapp.api import WhatsAppWebhookRequest from pipecat.transports.whatsapp.client import WhatsAppClient except ImportError as e: @@ -690,6 +697,12 @@ def main(): parser.add_argument( "--verbose", "-v", action="count", default=0, help="Increase logging verbosity" ) + parser.add_argument( + "--whatsapp", + action="store_true", + default=False, + help="Ensure requried WhatsApp environment variables are present", + ) args = parser.parse_args() @@ -732,10 +745,11 @@ def main(): print() if args.esp32: print(f"🚀 Bot ready! (ESP32 mode)") - print(f" → Open http://{args.host}:{args.port}/client in your browser") + elif args.whatsapp: + print(f"🚀 Bot ready! (WhatsApp)") else: print(f"🚀 Bot ready!") - print(f" → Open http://{args.host}:{args.port}/client in your browser") + print(f" → Open http://{args.host}:{args.port}/client in your browser") print() elif args.transport == "daily": print() @@ -753,6 +767,7 @@ def main(): host=args.host, proxy=args.proxy, esp32_mode=args.esp32, + whatsapp_enabled=args.whatsapp, folder=args.folder, ) From 1b9e96c0168facfef2f704af0d329553135eda49 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Aleix=20Conchillo=20Flaqu=C3=A9?= Date: Wed, 15 Oct 2025 22:37:16 -0700 Subject: [PATCH 20/23] PipelineTask: fix task cancellation issues --- CHANGELOG.md | 8 ++- src/pipecat/pipeline/runner.py | 8 ++- src/pipecat/pipeline/task.py | 99 +++++++++++++++------------------- tests/test_pipeline.py | 31 +++++------ 4 files changed, 67 insertions(+), 79 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 3cd715776..c9f645589 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -25,12 +25,18 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - `CartesiaSTTService` now inherits from `WebsocketSTTService`. -- Package upgrades: +# Package upgrades: - `openai` upgraded to support up to 2.x.x. - `openpipe` upgraded to support up to 5.x.x. ### Fixed +- Fixed multiple pipeline task cancellation issues. `asyncio.CancelledError` is + now handled properly in `PipelineTask` making it possible to cancel an asyncio + task that it's executing a `PipelineRunner` cleanly. Also, + `PipelineTask.cancel()` does not block anymore waiting for the `CancelFrame` + to reach the end of the pipeline (going back to the behavior in < 0.0.83). + - Fixed an issue in `ElevenLabsTTSService` and `ElevenLabsHttpTTSService` where the Flash models would split words, resulting in a space being inserted between words. diff --git a/src/pipecat/pipeline/runner.py b/src/pipecat/pipeline/runner.py index 9d82fcd88..c7e246681 100644 --- a/src/pipecat/pipeline/runner.py +++ b/src/pipecat/pipeline/runner.py @@ -70,11 +70,15 @@ class PipelineRunner(BaseObject): """ logger.debug(f"Runner {self} started running {task}") self._tasks[task.name] = task - params = PipelineTaskParams(loop=self._loop) + + # PipelineTask handles asyncio.CancelledError to shutdown the pipeline + # properly and re-raises it in case there's more cleanup to do. try: + params = PipelineTaskParams(loop=self._loop) await task.run(params) except asyncio.CancelledError: - await self._cancel() + pass + del self._tasks[task.name] # Cleanup base object. diff --git a/src/pipecat/pipeline/task.py b/src/pipecat/pipeline/task.py index f6d17262e..a511db12a 100644 --- a/src/pipecat/pipeline/task.py +++ b/src/pipecat/pipeline/task.py @@ -269,6 +269,9 @@ class PipelineTask(BasePipelineTask): # StopFrame) has been received at the end of the pipeline. self._pipeline_end_event = asyncio.Event() + # This event is set when the pipeline truly finishes. + self._pipeline_finished_event = asyncio.Event() + # This is the final pipeline. It is composed of a source processor, # followed by the user pipeline, and ending with a sink processor. The # source allows us to receive and react to upstream frames, and the sink @@ -401,11 +404,7 @@ class PipelineTask(BasePipelineTask): await self.queue_frame(EndFrame()) async def cancel(self): - """Immediately stop the running pipeline. - - Cancels all running tasks and stops frame processing without - waiting for completion. - """ + """Request the running pipeline to cancel.""" if not self._finished: await self._cancel() @@ -417,51 +416,38 @@ class PipelineTask(BasePipelineTask): """ if self.has_finished(): return - cleanup_pipeline = True + + # Setup processors. + await self._setup(params) + + # Create all main tasks and wait for the main push task. This is the + # task that pushes frames to the very beginning of our pipeline (i.e. to + # our controlled source processor). + await self._create_tasks() + try: - # Setup processors. - await self._setup(params) - - # Create all main tasks and wait of the main push task. This is the - # task that pushes frames to the very beginning of our pipeline (our - # controlled source processor). - push_task = await self._create_tasks() - await push_task - - # We have already cleaned up the pipeline inside the task. - cleanup_pipeline = False - - # Pipeline has finished nicely. - self._finished = True + # Wait for pipeline to finish. + await self._wait_for_pipeline_finished() except asyncio.CancelledError: - # Raise exception back to the pipeline runner so it can cancel this - # task properly. + logger.debug(f"Pipeline task {self} got cancelled from outside...") + # We have been cancelled from outside, let's just cancel everything. + await self._cancel() + # Wait again for pipeline to finish. This time we have really + # cancelled, so it should really finish. + await self._wait_for_pipeline_finished() + # Re-raise in case there's more cleanup to do. raise finally: # We can reach this point for different reasons: # - # 1. The task has finished properly (e.g. `EndFrame`). - # 2. By calling `PipelineTask.cancel()`. - # 3. By asyncio task cancellation. - # - # Case (1) will execute the code below without issues because - # `self._finished` is true. - # - # Case (2) will execute the code below without issues because - # `self._cancelled` is true. - # - # Case (3) will raise the exception above (because we are cancelling - # the asyncio task). This will be then captured by the - # `PipelineRunner` which will call `PipelineTask.cancel()` and - # therefore becoming case (2). - if self._finished or self._cancelled: - logger.debug(f"Pipeline task {self} is finishing cleanup...") - await self._cancel_tasks() - await self._cleanup(cleanup_pipeline) - if self._check_dangling_tasks: - self._print_dangling_tasks() - self._finished = True - logger.debug(f"Pipeline task {self} has finished") + # 1. The pipeline task has finished (try case). + # 2. By an asyncio task cancellation (except case). + logger.debug(f"Pipeline task {self} is finishing...") + await self._cancel_tasks() + if self._check_dangling_tasks: + self._print_dangling_tasks() + self._finished = True + logger.debug(f"Pipeline task {self} has finished") async def queue_frame(self, frame: Frame): """Queue a single frame to be pushed down the pipeline. @@ -489,19 +475,7 @@ class PipelineTask(BasePipelineTask): if not self._cancelled: logger.debug(f"Cancelling pipeline task {self}") self._cancelled = True - cancel_frame = CancelFrame() - # Make sure everything is cleaned up downstream. This is sent - # out-of-band from the main streaming task which is what we want since - # we want to cancel right away. - await self._pipeline.queue_frame(cancel_frame) - # Wait for CancelFrame to make it through the pipeline. - await self._wait_for_pipeline_end(cancel_frame) - # Only cancel the push task, we don't want to be able to process any - # other frame after cancel. Everything else will be cancelled in - # run(). - if self._process_push_task: - await self._task_manager.cancel_task(self._process_push_task) - self._process_push_task = None + await self.queue_frame(CancelFrame()) async def _create_tasks(self): """Create and start all pipeline processing tasks.""" @@ -603,6 +577,17 @@ class PipelineTask(BasePipelineTask): self._pipeline_end_event.clear() + # We are really done. + self._pipeline_finished_event.set() + + async def _wait_for_pipeline_finished(self): + await self._pipeline_finished_event.wait() + self._pipeline_finished_event.clear() + # Make sure we wait for the main task to complete. + if self._process_push_task: + await self._process_push_task + self._process_push_task = None + async def _setup(self, params: PipelineTaskParams): """Set up the pipeline task and all processors.""" mgr_params = TaskManagerParams(loop=params.loop) diff --git a/tests/test_pipeline.py b/tests/test_pipeline.py index df4af49b9..7d9ebec6f 100644 --- a/tests/test_pipeline.py +++ b/tests/test_pipeline.py @@ -254,7 +254,7 @@ class TestPipelineTask(unittest.IsolatedAsyncioTestCase): try: await asyncio.wait_for( - asyncio.shield(task.run(PipelineTaskParams(loop=asyncio.get_event_loop()))), + task.run(PipelineTaskParams(loop=asyncio.get_event_loop())), timeout=1.0, ) except asyncio.TimeoutError: @@ -290,7 +290,7 @@ class TestPipelineTask(unittest.IsolatedAsyncioTestCase): await task.queue_frame(TextFrame(text="Hello!")) try: await asyncio.wait_for( - asyncio.shield(task.run(PipelineTaskParams(loop=asyncio.get_event_loop()))), + task.run(PipelineTaskParams(loop=asyncio.get_event_loop())), timeout=1.0, ) except asyncio.TimeoutError: @@ -301,11 +301,8 @@ class TestPipelineTask(unittest.IsolatedAsyncioTestCase): identity = IdentityFilter() pipeline = Pipeline([identity]) task = PipelineTask(pipeline, idle_timeout_secs=0.2) - try: - await task.run(PipelineTaskParams(loop=asyncio.get_event_loop())) - assert False - except asyncio.CancelledError: - assert True + # This shouldn't freeze, so nothing to check really. + await task.run(PipelineTaskParams(loop=asyncio.get_event_loop())) async def test_no_idle_task(self): identity = IdentityFilter() @@ -313,7 +310,7 @@ class TestPipelineTask(unittest.IsolatedAsyncioTestCase): task = PipelineTask(pipeline, idle_timeout_secs=0.2, cancel_on_idle_timeout=False) try: await asyncio.wait_for( - asyncio.shield(task.run(PipelineTaskParams(loop=asyncio.get_event_loop()))), + task.run(PipelineTaskParams(loop=asyncio.get_event_loop())), timeout=0.3, ) except asyncio.TimeoutError: @@ -332,11 +329,7 @@ class TestPipelineTask(unittest.IsolatedAsyncioTestCase): ), idle_timeout_secs=0.3, ) - try: - await task.run(PipelineTaskParams(loop=asyncio.get_event_loop())) - assert False - except asyncio.CancelledError: - assert True + await task.run(PipelineTaskParams(loop=asyncio.get_event_loop())) async def test_idle_task_event_handler_no_frames(self): identity = IdentityFilter() @@ -351,11 +344,8 @@ class TestPipelineTask(unittest.IsolatedAsyncioTestCase): idle_timeout = True await task.cancel() - try: - await task.run(PipelineTaskParams(loop=asyncio.get_event_loop())) - assert False - except asyncio.CancelledError: - assert idle_timeout + await task.run(PipelineTaskParams(loop=asyncio.get_event_loop())) + assert idle_timeout async def test_idle_task_event_handler_quiet_user(self): identity = IdentityFilter() @@ -416,12 +406,15 @@ class TestPipelineTask(unittest.IsolatedAsyncioTestCase): asyncio.create_task(delayed_frames()), ] - await asyncio.wait(tasks, return_when=asyncio.FIRST_COMPLETED) + _, pending = await asyncio.wait(tasks, return_when=asyncio.FIRST_COMPLETED) diff_time = time.time() - start_time self.assertGreater(diff_time, sleep_time_secs * 3) + # Wait for the pending tasks to complete. + await asyncio.gather(*pending) + async def test_task_cancel_timeout(self): class CancelFilter(FrameProcessor): def __init__(self, **kwargs): From 8d8503bca7ac3a21ca9ad3eeb516cacdea648346 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Aleix=20Conchillo=20Flaqu=C3=A9?= Date: Wed, 15 Oct 2025 16:20:12 -0700 Subject: [PATCH 21/23] OpenAITTSService: allow updating instructions and speed --- CHANGELOG.md | 5 +++- src/pipecat/services/openai/tts.py | 43 +++++++++++++++++++++++++----- 2 files changed, 41 insertions(+), 7 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index a5f114054..938b175c1 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,6 +9,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added +- Added support for updating `OpenAITTSService` settings (`instructions` and + `speed`) at runtime via `TTSUpdateSettingsFrame`. + - Added `--whatsapp` flag to runner to better surface WhatsApp transport logs. - Added `on_connected` and `on_disconnected` events to TTS and STT @@ -27,7 +30,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - `CartesiaSTTService` now inherits from `WebsocketSTTService`. -# Package upgrades: +- Package upgrades: - `openai` upgraded to support up to 2.x.x. - `openpipe` upgraded to support up to 5.x.x. diff --git a/src/pipecat/services/openai/tts.py b/src/pipecat/services/openai/tts.py index a67392caf..cdf0d11ac 100644 --- a/src/pipecat/services/openai/tts.py +++ b/src/pipecat/services/openai/tts.py @@ -14,6 +14,7 @@ from typing import AsyncGenerator, Dict, Literal, Optional from loguru import logger from openai import AsyncOpenAI, BadRequestError +from pydantic import BaseModel from pipecat.frames.frames import ( ErrorFrame, @@ -55,6 +56,17 @@ class OpenAITTSService(TTSService): OPENAI_SAMPLE_RATE = 24000 # OpenAI TTS always outputs at 24kHz + class InputParams(BaseModel): + """Input parameters for OpenAI TTS configuration. + + Parameters: + instructions: Instructions to guide voice synthesis behavior. + speed: Voice speed control (0.25 to 4.0, default 1.0). + """ + + instructions: Optional[str] = None + speed: Optional[float] = None + def __init__( self, *, @@ -65,6 +77,7 @@ class OpenAITTSService(TTSService): sample_rate: Optional[int] = None, instructions: Optional[str] = None, speed: Optional[float] = None, + params: Optional[InputParams] = None, **kwargs, ): """Initialize OpenAI TTS service. @@ -77,7 +90,11 @@ class OpenAITTSService(TTSService): sample_rate: Output audio sample rate in Hz. If None, uses OpenAI's default 24kHz. instructions: Optional instructions to guide voice synthesis behavior. speed: Voice speed control (0.25 to 4.0, default 1.0). + params: Optional synthesis controls (acting instructions, speed, ...). **kwargs: Additional keyword arguments passed to TTSService. + + .. deprecated:: 0.0.91 + The `instructions` and `speed` parameters are deprecated, use `InputParams` instead. """ if sample_rate and sample_rate != self.OPENAI_SAMPLE_RATE: logger.warning( @@ -86,12 +103,26 @@ class OpenAITTSService(TTSService): ) super().__init__(sample_rate=sample_rate, **kwargs) - self._speed = speed self.set_model_name(model) self.set_voice(voice) - self._instructions = instructions self._client = AsyncOpenAI(api_key=api_key, base_url=base_url) + if instructions or speed: + import warnings + + with warnings.catch_warnings(): + warnings.simplefilter("always") + warnings.warn( + "The `instructions` and `speed` parameters are deprecated, use `InputParams` instead.", + DeprecationWarning, + stacklevel=2, + ) + + self._settings = { + "instructions": params.instructions if params else instructions, + "speed": params.speed if params else speed, + } + def can_generate_metrics(self) -> bool: """Check if this service can generate processing metrics. @@ -144,11 +175,11 @@ class OpenAITTSService(TTSService): "response_format": "pcm", } - if self._instructions: - create_params["instructions"] = self._instructions + if self._settings["instructions"]: + create_params["instructions"] = self._settings["instructions"] - if self._speed: - create_params["speed"] = self._speed + if self._settings["speed"]: + create_params["speed"] = self._settings["speed"] async with self._client.audio.speech.with_streaming_response.create( **create_params From 3e8a7cc2544b98b995917e9bddb11b5fdcdf6c7b Mon Sep 17 00:00:00 2001 From: Filipi Fuchter Date: Fri, 17 Oct 2025 08:57:45 -0300 Subject: [PATCH 22/23] Adding support for trickle ICE to the SmallWebRTCTransport. --- CHANGELOG.md | 2 + src/pipecat/runner/run.py | 8 ++++ .../transports/smallwebrtc/connection.py | 5 +++ .../transports/smallwebrtc/request_handler.py | 42 +++++++++++++++++++ 4 files changed, 57 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 938b175c1..6d581ccce 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,6 +9,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added +- Added support for trickle ICE to the `SmallWebRTCTransport`. + - Added support for updating `OpenAITTSService` settings (`instructions` and `speed`) at runtime via `TTSUpdateSettingsFrame`. diff --git a/src/pipecat/runner/run.py b/src/pipecat/runner/run.py index a3e2984e8..9b1d233f6 100644 --- a/src/pipecat/runner/run.py +++ b/src/pipecat/runner/run.py @@ -204,6 +204,7 @@ def _setup_webrtc_routes( from pipecat.transports.smallwebrtc.connection import SmallWebRTCConnection from pipecat.transports.smallwebrtc.request_handler import ( + SmallWebRTCPatchRequest, SmallWebRTCRequest, SmallWebRTCRequestHandler, ) @@ -256,6 +257,13 @@ def _setup_webrtc_routes( ) return answer + @app.patch("/api/offer") + async def ice_candidate(request: SmallWebRTCPatchRequest): + """Handle WebRTC new ice candidate requests.""" + logger.debug(f"Received patch request: {request}") + await small_webrtc_handler.handle_patch_request(request) + return {"status": "success"} + @asynccontextmanager async def smallwebrtc_lifespan(app: FastAPI): """Manage FastAPI application lifecycle and cleanup connections.""" diff --git a/src/pipecat/transports/smallwebrtc/connection.py b/src/pipecat/transports/smallwebrtc/connection.py index c77f4e77e..60dd7798c 100644 --- a/src/pipecat/transports/smallwebrtc/connection.py +++ b/src/pipecat/transports/smallwebrtc/connection.py @@ -689,3 +689,8 @@ class SmallWebRTCConnection(BaseObject): )() if track: track.set_enabled(signalling_message.enabled) + + async def add_ice_candidate(self, candidate): + """Handle incoming ICE candidates.""" + logger.debug(f"Adding remote candidate: {candidate}") + await self.pc.addIceCandidate(candidate) diff --git a/src/pipecat/transports/smallwebrtc/request_handler.py b/src/pipecat/transports/smallwebrtc/request_handler.py index 00d9ebb6a..b2c02a03e 100644 --- a/src/pipecat/transports/smallwebrtc/request_handler.py +++ b/src/pipecat/transports/smallwebrtc/request_handler.py @@ -14,6 +14,7 @@ from dataclasses import dataclass from enum import Enum from typing import Any, Awaitable, Callable, Dict, List, Optional +from aiortc.sdp import candidate_from_sdp from fastapi import HTTPException from loguru import logger @@ -39,6 +40,34 @@ class SmallWebRTCRequest: request_data: Optional[Any] = None +@dataclass +class IceCandidate: + """The remote ice candidate object received from the peer connection. + + Parameters: + candidate: The ice candidate patch SDP string (Session Description Protocol). + sdp_mid: The SDP mid for the candidate patch. + sdp_mline_index: The SDP mline index for the candidate patch. + """ + + candidate: str + sdp_mid: str + sdp_mline_index: int + + +@dataclass +class SmallWebRTCPatchRequest: + """Small WebRTC transport session arguments for the runner. + + Parameters: + pc_id: Identifier for the peer connection. + candidates: A list of ICE candidate patches. + """ + + pc_id: str + candidates: List[IceCandidate] + + class ConnectionMode(Enum): """Enum defining the connection handling modes.""" @@ -197,6 +226,19 @@ class SmallWebRTCRequestHandler: logger.debug(f"SmallWebRTC request details: {request}") raise + async def handle_patch_request(self, request: SmallWebRTCPatchRequest): + """Handle a SmallWebRTC patch candidate request.""" + peer_connection = self._pcs_map.get(request.pc_id) + + if not peer_connection: + raise HTTPException(status_code=404, detail="Peer connection not found") + + for c in request.candidates: + candidate = candidate_from_sdp(c.candidate) + candidate.sdpMid = c.sdp_mid + candidate.sdpMLineIndex = c.sdp_mline_index + await peer_connection.add_ice_candidate(candidate) + async def close(self): """Clear the connection map.""" coros = [pc.disconnect() for pc in self._pcs_map.values()] From 855f4842dd9f156835db322a07cd3ec1d8f57031 Mon Sep 17 00:00:00 2001 From: Filipi Fuchter Date: Fri, 17 Oct 2025 10:10:19 -0300 Subject: [PATCH 23/23] Creating the WebRTC routes that mimic the ones provided by Pipecat Cloud. --- src/pipecat/runner/run.py | 84 +++++++++++++++++++++++++++++++++++---- 1 file changed, 77 insertions(+), 7 deletions(-) diff --git a/src/pipecat/runner/run.py b/src/pipecat/runner/run.py index 9b1d233f6..a90c96ac5 100644 --- a/src/pipecat/runner/run.py +++ b/src/pipecat/runner/run.py @@ -70,12 +70,14 @@ import asyncio import mimetypes import os import sys +import uuid from contextlib import asynccontextmanager +from http import HTTPMethod from pathlib import Path -from typing import Optional +from typing import Any, Dict, List, Optional, TypedDict import aiohttp -from fastapi.responses import FileResponse +from fastapi.responses import FileResponse, Response from loguru import logger from pipecat.runner.types import ( @@ -202,8 +204,9 @@ def _setup_webrtc_routes( try: from pipecat_ai_small_webrtc_prebuilt.frontend import SmallWebRTCPrebuiltUI - from pipecat.transports.smallwebrtc.connection import SmallWebRTCConnection + from pipecat.transports.smallwebrtc.connection import IceServer, SmallWebRTCConnection from pipecat.transports.smallwebrtc.request_handler import ( + IceCandidate, SmallWebRTCPatchRequest, SmallWebRTCRequest, SmallWebRTCRequestHandler, @@ -212,6 +215,16 @@ def _setup_webrtc_routes( logger.error(f"WebRTC transport dependencies not installed: {e}") return + class IceConfig(TypedDict): + iceServers: List[IceServer] + + class StartBotResult(TypedDict, total=False): + sessionId: str + iceConfig: Optional[IceConfig] + + # In-memory store of active sessions: session_id -> session info + active_sessions: Dict[str, Dict[str, Any]] = {} + # Mount the frontend app.mount("/client", SmallWebRTCPrebuiltUI) @@ -264,6 +277,67 @@ def _setup_webrtc_routes( await small_webrtc_handler.handle_patch_request(request) return {"status": "success"} + @app.post("/start") + async def rtvi_start(request: Request): + """Mimic Pipecat Cloud's /start endpoint.""" + # Parse the request body + try: + request_data = await request.json() + logger.debug(f"Received request: {request_data}") + except Exception as e: + logger.error(f"Failed to parse request body: {e}") + request_data = {} + + # Store session info immediately in memory, replicate the behavior expected on Pipecat Cloud + session_id = str(uuid.uuid4()) + active_sessions[session_id] = request_data + + result: StartBotResult = {"sessionId": session_id} + if request_data.get("enableDefaultIceServers"): + result["iceConfig"] = IceConfig( + iceServers=[IceServer(urls="stun:stun.l.google.com:19302")] + ) + + return result + + @app.api_route( + "/sessions/{session_id}/{path:path}", + methods=["GET", "POST", "PUT", "PATCH", "DELETE"], + ) + async def proxy_request( + session_id: str, path: str, request: Request, background_tasks: BackgroundTasks + ): + """Mimic Pipecat Cloud's proxy.""" + active_session = active_sessions.get(session_id) + if not active_session: + return Response(content="Invalid or not-yet-ready session_id", status_code=404) + + if path.endswith("api/offer"): + # Parse the request body and convert to SmallWebRTCRequest + try: + request_data = await request.json() + if request.method == HTTPMethod.POST.value: + webrtc_request = SmallWebRTCRequest( + sdp=request_data["sdp"], + type=request_data["type"], + pc_id=request_data.get("pc_id"), + restart_pc=request_data.get("restart_pc"), + request_data=request_data, + ) + return await offer(webrtc_request, background_tasks) + elif request.method == HTTPMethod.PATCH.value: + patch_request = SmallWebRTCPatchRequest( + pc_id=request_data["pc_id"], + candidates=[IceCandidate(**c) for c in request_data.get("candidates", [])], + ) + return await ice_candidate(patch_request) + except Exception as e: + logger.error(f"Failed to parse WebRTC request: {e}") + return Response(content="Invalid WebRTC request", status_code=400) + + logger.info(f"Received request for path: {path}") + return Response(status_code=200) + @asynccontextmanager async def smallwebrtc_lifespan(app: FastAPI): """Manage FastAPI application lifecycle and cleanup connections.""" @@ -503,8 +577,6 @@ def _setup_daily_routes(app: FastAPI): else: logger.debug("No body data provided in request") - import aiohttp - from pipecat.runner.daily import configure async with aiohttp.ClientSession() as session: @@ -592,8 +664,6 @@ def _setup_telephony_routes(app: FastAPI, *, transport_type: str, proxy: str): async def _run_daily_direct(): """Run Daily bot with direct connection (no FastAPI server).""" try: - import aiohttp - from pipecat.runner.daily import configure except ImportError as e: logger.error("Daily transport dependencies not installed.")