LLMUserContextAggregator: interrupt the bot if VAD happened a while back
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@@ -5,10 +5,12 @@
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#
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import asyncio
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import time
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from abc import abstractmethod
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from typing import List
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from pipecat.frames.frames import (
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BotInterruptionFrame,
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CancelFrame,
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EndFrame,
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Frame,
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@@ -171,12 +173,20 @@ class LLMContextResponseAggregator(BaseLLMResponseAggregator):
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class LLMUserContextAggregator(LLMContextResponseAggregator):
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def __init__(self, context: OpenAILLMContext, aggregation_timeout: float = 1.0, **kwargs):
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def __init__(
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self,
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context: OpenAILLMContext,
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aggregation_timeout: float = 1.0,
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bot_interruption_timeout: float = 2.0,
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**kwargs,
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):
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super().__init__(context=context, role="user", **kwargs)
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self._aggregation_timeout = aggregation_timeout
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self._bot_interruption_timeout = bot_interruption_timeout
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self._seen_interim_results = False
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self._user_speaking = False
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self._last_user_speaking_time = 0
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self._aggregation_event = asyncio.Event()
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self._aggregation_task = None
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@@ -219,43 +229,63 @@ class LLMUserContextAggregator(LLMContextResponseAggregator):
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await self.push_frame(frame, direction)
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async def _start(self, frame: StartFrame):
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self._aggregation_task = self.create_task(self._aggregation_task_handler())
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self._create_aggregation_task()
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async def _stop(self, frame: EndFrame):
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if self._aggregation_task:
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await self.cancel_task(self._aggregation_task)
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self._aggregation_task = None
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await self._cancel_aggregation_task()
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async def _cancel(self, frame: CancelFrame):
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if self._aggregation_task:
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await self.cancel_task(self._aggregation_task)
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self._aggregation_task = None
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await self._cancel_aggregation_task()
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async def _handle_user_started_speaking(self, _: UserStartedSpeakingFrame):
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self._user_speaking = True
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async def _handle_user_stopped_speaking(self, _: UserStoppedSpeakingFrame):
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self._last_user_speaking_time = time.time()
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self._user_speaking = False
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if not self._seen_interim_results:
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await self.push_aggregation()
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async def _handle_transcription(self, frame: TranscriptionFrame):
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self._aggregation += frame.text
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# We just got our final result, so let's reset interim results.
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# We just got a final result, so let's reset interim results.
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self._seen_interim_results = False
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# Wakeup our task.
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# Reset aggregation timer.
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self._aggregation_event.set()
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async def _handle_interim_transcription(self, _: InterimTranscriptionFrame):
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self._seen_interim_results = True
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# Reset aggregation timer.
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self._aggregation_event.set()
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def _create_aggregation_task(self):
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self._aggregation_task = self.create_task(self._aggregation_task_handler())
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async def _cancel_aggregation_task(self):
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if self._aggregation_task:
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await self.cancel_task(self._aggregation_task)
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self._aggregation_task = None
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async def _aggregation_task_handler(self):
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while True:
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await self._aggregation_event.wait()
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await asyncio.sleep(self._aggregation_timeout)
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if not self._user_speaking:
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await self.push_aggregation()
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self._aggregation_event.clear()
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try:
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await asyncio.wait_for(self._aggregation_event.wait(), self._aggregation_timeout)
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await self._maybe_push_bot_interruption()
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except asyncio.TimeoutError:
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if not self._user_speaking:
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await self.push_aggregation()
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finally:
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self._aggregation_event.clear()
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async def _maybe_push_bot_interruption(self):
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"""If the user stopped speaking a while back and we got a transcription
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frame we might want to interrupt the bot.
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"""
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if not self._user_speaking:
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diff_time = time.time() - self._last_user_speaking_time
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if diff_time > self._bot_interruption_timeout:
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await self.push_frame(BotInterruptionFrame(), FrameDirection.UPSTREAM)
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class LLMAssistantContextAggregator(LLMContextResponseAggregator):
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@@ -279,6 +309,12 @@ class LLMAssistantContextAggregator(LLMContextResponseAggregator):
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await self._handle_llm_end(frame)
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elif isinstance(frame, TextFrame):
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await self._handle_text(frame)
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elif isinstance(frame, LLMMessagesAppendFrame):
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self.add_messages(frame.messages)
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elif isinstance(frame, LLMMessagesUpdateFrame):
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self.set_messages(frame.messages)
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elif isinstance(frame, LLMSetToolsFrame):
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self.set_tools(frame.tools)
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else:
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await self.push_frame(frame, direction)
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