Merge branch 'pipecat-ai:main' into snova-jorgep/sambanova-integration

CHANGELOG.md

@@ -9,6 +9,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### Added
 
+- Added `lexicon_names` parameter to `AWSPollyTTSService.InputParams`.
+
+- Added reconnection logic and audio buffer management to `GladiaSTTService`.
+
+- The `TurnTrackingObserver` now ends a turn upon observing an `EndFrame` or
+  `CancelFrame`.
+
 - Added Polish support to `AWSTranscribeSTTService`.
 
 - Added new frames `FrameProcessorPauseFrame` and `FrameProcessorResumeFrame`
@@ -25,8 +32,28 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
   `LLMAssistantContextAggregator` that exposes whether a function call is in
   progress.
 
+### Changed
+
+- The `PipelineParams` arg `allow_interruptions` now defaults to `True`.
+
+- `TavusTransport` and `TavusVideoService` now send audio to Tavus using WebRTC
+  audio tracks instead of `app-messages` over WebSocket. This should improve the
+  overall audio quality.
+
+- Upgraded `daily-python` to 0.19.3.
+
 ### Fixed
 
+- Fixed function calling in `AWSNovaSonicLLMService`.
+
+- Fixed an issue that would cause multiple `PipelineTask.on_idle_timeout`
+  events to be triggered repeatedly.
+
+- Fixed an issue that was causing user and bot speech to not be synchronized
+  during recordings.
+
+- Fixed an issue where voice settings weren't applied to ElevenLabsTTSService.
+
 - Fixed an issue with `GroqTTSService` where it was not properly parsing the
   WAV file header.
 
@@ -35,6 +62,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - Fixed an issue where `GoogleLLMService`'s TTFB value was incorrect.
 
+### Deprecated
+
+- `AudioBufferProcessor` parameter `user_continuos_stream` is deprecated.
+
 ### Other
 
 - Rename `14e-function-calling-gemini.py` to `14e-function-calling-google.py`.

examples/chatbot-audio-recording/bot.py

@@ -133,7 +133,8 @@ async def main():
             params=PipelineParams(
                 audio_in_sample_rate=16000,
                 audio_out_sample_rate=16000,
-                allow_interruptions=True,
+                enable_metrics=True,
+                enable_usage_metrics=True,
             ),
         )
 

examples/daily-custom-tracks/bot.py

@@ -71,6 +71,8 @@ async def main():
             params=PipelineParams(
                 audio_in_sample_rate=16000,
                 audio_out_sample_rate=16000,
+                enable_metrics=True,
+                enable_usage_metrics=True,
             ),
         )
 

examples/daily-multi-translation/bot.py

@@ -148,10 +148,8 @@ async def main():
             params=PipelineParams(
                 audio_in_sample_rate=16000,
                 audio_out_sample_rate=16000,
-                allow_interruptions=True,
                 enable_metrics=True,
                 enable_usage_metrics=True,
-                report_only_initial_ttfb=True,
             ),
             observers=[TranscriptionLogObserver()],
         )

examples/deployment/flyio-example/bot.py

@@ -75,7 +75,13 @@ async def main(room_url: str, token: str):
         ]
     )
 
-    task = PipelineTask(pipeline, params=PipelineParams(allow_interruptions=True))
+    task = PipelineTask(
+        pipeline,
+        params=PipelineParams(
+            enable_metrics=True,
+            enable_usage_metrics=True,
+        ),
+    )
 
     @transport.event_handler("on_first_participant_joined")
     async def on_first_participant_joined(transport, participant):

examples/deployment/modal-example/server/src/bot_gemini.py

@@ -170,7 +170,6 @@ async def run_bot(room_url: str, token: str):
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/deployment/modal-example/server/src/bot_openai.py

@@ -198,7 +198,6 @@ async def run_bot(room_url: str, token: str):
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/deployment/modal-example/server/src/bot_vllm.py

@@ -211,7 +211,6 @@ async def run_bot(room_url: str, token: str):
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/deployment/pipecat-cloud-example/bot.py

@@ -67,10 +67,8 @@ async def main(transport: DailyTransport):
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/fal-smart-turn/server/bot.py

@@ -192,7 +192,6 @@ async def main(transport: DailyTransport):
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/03b-still-frame-imagen.py

@@ -47,7 +47,10 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
 
     task = PipelineTask(
         Pipeline([imagegen, transport.output()]),
-        params=PipelineParams(enable_metrics=True),
+        params=PipelineParams(
+            enable_metrics=True,
+            enable_usage_metrics=True,
+        ),
     )
 
     # Register an event handler so we can play the audio when the client joins

examples/foundational/04-transports-small-webrtc.py

@@ -93,10 +93,8 @@ async def run_example(webrtc_connection: SmallWebRTCConnection):
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/04a-transports-daily.py

@@ -75,10 +75,8 @@ async def main():
         task = PipelineTask(
             pipeline,
             params=PipelineParams(
-                allow_interruptions=True,
                 enable_metrics=True,
                 enable_usage_metrics=True,
-                report_only_initial_ttfb=True,
             ),
         )
 

examples/foundational/04b-transports-livekit.py

@@ -158,7 +158,8 @@ async def main():
             ],
         ),
         params=PipelineParams(
-            allow_interruptions=True, enable_metrics=True, enable_usage_metrics=True
+            enable_metrics=True,
+            enable_usage_metrics=True,
         ),
     )
 

examples/foundational/06a-image-sync.py

@@ -133,10 +133,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07-interruptible-cartesia-http.py

@@ -84,10 +84,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07-interruptible.py

@@ -83,10 +83,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07b-interruptible-langchain.py

@@ -113,10 +113,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07c-interruptible-deepgram-vad.py

@@ -87,10 +87,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07c-interruptible-deepgram.py

@@ -81,10 +81,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07d-interruptible-elevenlabs-http.py

@@ -88,10 +88,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
         task = PipelineTask(
             pipeline,
             params=PipelineParams(
-                allow_interruptions=True,
                 enable_metrics=True,
                 enable_usage_metrics=True,
-                report_only_initial_ttfb=True,
             ),
         )
 

examples/foundational/07d-interruptible-elevenlabs.py

@@ -84,10 +84,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07e-interruptible-playht-http.py

@@ -84,10 +84,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07e-interruptible-playht.py

@@ -86,10 +86,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07f-interruptible-azure.py

@@ -90,10 +90,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07g-interruptible-openai.py

@@ -84,11 +84,9 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             audio_out_sample_rate=24000,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07h-interruptible-openpipe.py

@@ -89,10 +89,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07i-interruptible-xtts.py

@@ -87,10 +87,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
         task = PipelineTask(
             pipeline,
             params=PipelineParams(
-                allow_interruptions=True,
                 enable_metrics=True,
                 enable_usage_metrics=True,
-                report_only_initial_ttfb=True,
             ),
         )
 

examples/foundational/07j-interruptible-gladia.py

@@ -92,10 +92,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07k-interruptible-lmnt.py

@@ -80,10 +80,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07l-interruptible-groq.py

@@ -85,7 +85,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/07m-interruptible-aws.py

@@ -87,10 +87,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07n-interruptible-google.py

@@ -88,10 +88,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07o-interruptible-assemblyai.py

@@ -86,10 +86,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07p-interruptible-krisp.py

@@ -84,10 +84,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07q-interruptible-rime-http.py

@@ -89,10 +89,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
         task = PipelineTask(
             pipeline,
             params=PipelineParams(
-                allow_interruptions=True,
                 enable_metrics=True,
                 enable_usage_metrics=True,
-                report_only_initial_ttfb=True,
             ),
         )
 

examples/foundational/07q-interruptible-rime.py

@@ -83,10 +83,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07r-interruptible-riva-nim.py

@@ -80,10 +80,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07s-interruptible-google-audio-in.py

@@ -258,7 +258,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/07t-interruptible-fish.py

@@ -84,10 +84,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07u-interruptible-ultravox.py

@@ -77,8 +77,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
+            enable_usage_metrics=True,
         ),
     )
 

examples/foundational/07v-interruptible-neuphonic-http.py

@@ -84,10 +84,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07v-interruptible-neuphonic.py

@@ -83,10 +83,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07w-interruptible-fal.py

@@ -86,10 +86,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07x-interruptible-local.py

@@ -70,10 +70,8 @@ async def main():
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/07y-interruptible-minimax.py

@@ -90,10 +90,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
         task = PipelineTask(
             pipeline,
             params=PipelineParams(
-                allow_interruptions=True,
                 enable_metrics=True,
                 enable_usage_metrics=True,
-                report_only_initial_ttfb=True,
             ),
         )
 

examples/foundational/07z-interruptible-sarvam.py

@@ -89,10 +89,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
         task = PipelineTask(
             pipeline,
             params=PipelineParams(
-                allow_interruptions=True,
                 enable_metrics=True,
                 enable_usage_metrics=True,
-                report_only_initial_ttfb=True,
             ),
         )
 

examples/foundational/10-wake-phrase.py

@@ -85,7 +85,13 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
         ]
     )
 
-    task = PipelineTask(pipeline, params=PipelineParams(allow_interruptions=True))
+    task = PipelineTask(
+        pipeline,
+        params=PipelineParams(
+            enable_metrics=True,
+            enable_usage_metrics=True,
+        ),
+    )
 
     @transport.event_handler("on_client_connected")
     async def on_client_connected(transport, client):

examples/foundational/12a-describe-video-gemini-flash.py

@@ -101,7 +101,10 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
 
     task = PipelineTask(
         pipeline,
-        params=PipelineParams(allow_interruptions=True),
+        params=PipelineParams(
+            enable_metrics=True,
+            enable_usage_metrics=True,
+        ),
     )
 
     @transport.event_handler("on_client_connected")

examples/foundational/12b-describe-video-gpt-4o.py

@@ -101,7 +101,10 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
 
     task = PipelineTask(
         pipeline,
-        params=PipelineParams(allow_interruptions=True),
+        params=PipelineParams(
+            enable_metrics=True,
+            enable_usage_metrics=True,
+        ),
     )
 
     @transport.event_handler("on_client_connected")

examples/foundational/12c-describe-video-anthropic.py

@@ -101,7 +101,10 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
 
     task = PipelineTask(
         pipeline,
-        params=PipelineParams(allow_interruptions=True),
+        params=PipelineParams(
+            enable_metrics=True,
+            enable_usage_metrics=True,
+        ),
     )
 
     @transport.event_handler("on_client_connected")

examples/foundational/13e-whisper-mlx.py

@@ -84,7 +84,7 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
         pipeline,
         params=PipelineParams(
             enable_metrics=True,
-            report_only_initial_ttfb=False,
+            enable_usage_metrics=True,
         ),
     )
 

examples/foundational/14-function-calling.py

@@ -134,10 +134,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/14a-function-calling-anthropic.py

@@ -127,8 +127,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
+            enable_usage_metrics=True,
         ),
     )
 

examples/foundational/14b-function-calling-anthropic-video.py

@@ -172,8 +172,8 @@ If you need to use a tool, simply use the tool. Do not tell the user the tool yo
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
+            enable_usage_metrics=True,
         ),
     )
 

examples/foundational/14c-function-calling-together.py

@@ -16,7 +16,7 @@ from pipecat.audio.vad.silero import SileroVADAnalyzer
 from pipecat.frames.frames import TTSSpeakFrame
 from pipecat.pipeline.pipeline import Pipeline
 from pipecat.pipeline.runner import PipelineRunner
-from pipecat.pipeline.task import PipelineTask
+from pipecat.pipeline.task import PipelineParams, PipelineTask
 from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext
 from pipecat.services.cartesia.tts import CartesiaTTSService
 from pipecat.services.deepgram.stt import DeepgramSTTService
@@ -116,7 +116,13 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
         ]
     )
 
-    task = PipelineTask(pipeline)
+    task = PipelineTask(
+        pipeline,
+        params=PipelineParams(
+            enable_metrics=True,
+            enable_usage_metrics=True,
+        ),
+    )
 
     @transport.event_handler("on_client_connected")
     async def on_client_connected(transport, client):

examples/foundational/14d-function-calling-video.py

@@ -17,7 +17,7 @@ from pipecat.audio.vad.silero import SileroVADAnalyzer
 from pipecat.examples.run import get_transport_client_id, maybe_capture_participant_camera
 from pipecat.pipeline.pipeline import Pipeline
 from pipecat.pipeline.runner import PipelineRunner
-from pipecat.pipeline.task import PipelineTask
+from pipecat.pipeline.task import PipelineParams, PipelineTask
 from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext
 from pipecat.services.cartesia.tts import CartesiaTTSService
 from pipecat.services.deepgram.stt import DeepgramSTTService
@@ -158,7 +158,13 @@ indicate you should use the get_image tool are:
         ]
     )
 
-    task = PipelineTask(pipeline)
+    task = PipelineTask(
+        pipeline,
+        params=PipelineParams(
+            enable_metrics=True,
+            enable_usage_metrics=True,
+        ),
+    )
 
     @transport.event_handler("on_client_connected")
     async def on_client_connected(transport, client):

examples/foundational/14e-function-calling-google.py

@@ -183,7 +183,6 @@ indicate you should use the get_image tool are:
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/14f-function-calling-groq.py

@@ -121,7 +121,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/14g-function-calling-grok.py

@@ -111,7 +111,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/14h-function-calling-azure.py

@@ -120,7 +120,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/14i-function-calling-fireworks.py

@@ -119,7 +119,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/14j-function-calling-nim.py

@@ -117,7 +117,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/14k-function-calling-cerebras.py

@@ -126,10 +126,8 @@ Start by asking me for my location. Then, use 'get_weather_current' to give me a
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/14l-function-calling-deepseek.py

@@ -126,10 +126,8 @@ Start by asking me for my location. Then, use 'get_weather_current' to give me a
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/14m-function-calling-openrouter.py

@@ -120,10 +120,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/14n-function-calling-perplexity.py

@@ -90,10 +90,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/14o-function-calling-gemini-openai-format.py

@@ -116,7 +116,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/14p-function-calling-gemini-vertex-ai.py

@@ -122,7 +122,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/14q-function-calling-qwen.py

@@ -118,10 +118,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/14r-function-calling-aws.py

@@ -134,10 +134,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/15-switch-voices.py

@@ -147,7 +147,13 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
         ]
     )
 
-    task = PipelineTask(pipeline, params=PipelineParams(allow_interruptions=True))
+    task = PipelineTask(
+        pipeline,
+        params=PipelineParams(
+            enable_metrics=True,
+            enable_usage_metrics=True,
+        ),
+    )
 
     @transport.event_handler("on_client_connected")
     async def on_client_connected(transport, client):

examples/foundational/15a-switch-languages.py

@@ -135,7 +135,13 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
         ]
     )
 
-    task = PipelineTask(pipeline, params=PipelineParams(allow_interruptions=True))
+    task = PipelineTask(
+        pipeline,
+        params=PipelineParams(
+            enable_metrics=True,
+            enable_usage_metrics=True,
+        ),
+    )
 
     @transport.event_handler("on_client_connected")
     async def on_client_connected(transport, client):

examples/foundational/16-gpu-container-local-bot.py

@@ -90,8 +90,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
+            enable_usage_metrics=True,
         ),
     )
 

examples/foundational/17-detect-user-idle.py

@@ -117,9 +117,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
-            report_only_initial_ttfb=True,
+            enable_usage_metrics=True,
         ),
     )
 

examples/foundational/19-openai-realtime-beta.py

@@ -186,10 +186,8 @@ Remember, your responses should be short. Just one or two sentences, usually."""
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/19a-azure-realtime-beta.py

@@ -179,10 +179,8 @@ Remember, your responses should be short. Just one or two sentences, usually."""
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/20a-persistent-context-openai.py

@@ -223,10 +223,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/20b-persistent-context-openai-realtime.py

@@ -233,10 +233,8 @@ Remember, your responses should be short. Just one or two sentences, usually."""
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/20c-persistent-context-anthropic.py

@@ -222,10 +222,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            # report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/20d-persistent-context-gemini.py

@@ -275,10 +275,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            # report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/20e-persistent-context-aws-nova-sonic.py

@@ -242,10 +242,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/21-tavus-transport.py

@@ -79,10 +79,8 @@ async def main():
             params=PipelineParams(
                 audio_in_sample_rate=16000,
                 audio_out_sample_rate=24000,
-                allow_interruptions=True,
                 enable_metrics=True,
                 enable_usage_metrics=True,
-                report_only_initial_ttfb=True,
             ),
         )
 

examples/foundational/21a-tavus-video-service.py

@@ -96,10 +96,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
             params=PipelineParams(
                 audio_in_sample_rate=16000,
                 audio_out_sample_rate=24000,
-                allow_interruptions=True,
                 enable_metrics=True,
                 enable_usage_metrics=True,
-                report_only_initial_ttfb=True,
             ),
         )
 

examples/foundational/22-natural-conversation.py

@@ -147,10 +147,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/22b-natural-conversation-proposal.py

@@ -353,10 +353,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/22c-natural-conversation-mixed-llms.py

@@ -564,7 +564,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/22d-natural-conversation-gemini-audio.py

@@ -746,7 +746,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/23-bot-background-sound.py

@@ -103,10 +103,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
     )
 

examples/foundational/24-stt-mute-filter.py

@@ -121,7 +121,13 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
         ]
     )
 
-    task = PipelineTask(pipeline, params=PipelineParams(allow_interruptions=True))
+    task = PipelineTask(
+        pipeline,
+        params=PipelineParams(
+            enable_metrics=True,
+            enable_usage_metrics=True,
+        ),
+    )
 
     @transport.event_handler("on_client_connected")
     async def on_client_connected(transport, client):

examples/foundational/25-google-audio-in.py

@@ -357,7 +357,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/26-gemini-multimodal-live.py

@@ -83,7 +83,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/26a-gemini-multimodal-live-transcription.py

@@ -107,7 +107,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/26b-gemini-multimodal-live-function-calling.py

@@ -151,7 +151,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/26c-gemini-multimodal-live-video.py

@@ -82,7 +82,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/26d-gemini-multimodal-live-text.py

@@ -119,7 +119,6 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
         ),

examples/foundational/26e-gemini-multimodal-google-search.py

@@ -107,7 +107,13 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
         ]
     )
 
-    task = PipelineTask(pipeline, params=PipelineParams(allow_interruptions=True))
+    task = PipelineTask(
+        pipeline,
+        params=PipelineParams(
+            enable_metrics=True,
+            enable_usage_metrics=True,
+        ),
+    )
 
     @transport.event_handler("on_client_connected")
     async def on_client_connected(transport, client):

examples/foundational/27-simli-layer.py

@@ -92,8 +92,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
+            enable_usage_metrics=True,
         ),
     )
 

examples/foundational/28-transcription-processor.py

@@ -152,7 +152,13 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
         ]
     )
 
-    task = PipelineTask(pipeline, params=PipelineParams(allow_interruptions=True))
+    task = PipelineTask(
+        pipeline,
+        params=PipelineParams(
+            enable_metrics=True,
+            enable_usage_metrics=True,
+        ),
+    )
 
     @transport.event_handler("on_client_connected")
     async def on_client_connected(transport, client):

examples/foundational/29-turn-tracking-observer.py

@@ -84,10 +84,8 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
     task = PipelineTask(
         pipeline,
         params=PipelineParams(
-            allow_interruptions=True,
             enable_metrics=True,
             enable_usage_metrics=True,
-            report_only_initial_ttfb=True,
         ),
         observers=[UserBotLatencyLogObserver()],
     )