UserResponseAggregator: implement on top of LLMUserResponseAggregator
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@@ -4,131 +4,15 @@
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# SPDX-License-Identifier: BSD 2-Clause License
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#
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from typing import Optional
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from pipecat.frames.frames import (
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Frame,
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InterimTranscriptionFrame,
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StartInterruptionFrame,
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TextFrame,
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TranscriptionFrame,
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UserStartedSpeakingFrame,
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UserStoppedSpeakingFrame,
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)
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from pipecat.processors.frame_processor import FrameDirection, FrameProcessor
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from pipecat.frames.frames import TextFrame
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from pipecat.processors.aggregators.llm_response import LLMUserResponseAggregator
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class ResponseAggregator(FrameProcessor):
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"""This frame processor aggregates frames between a start and an end frame
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into complete text frame sentences.
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class UserResponseAggregator(LLMUserResponseAggregator):
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def __init__(self, **kwargs):
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super().__init__(**kwargs)
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For example, frame input/output:
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UserStartedSpeakingFrame() -> None
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TranscriptionFrame("Hello,") -> None
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TranscriptionFrame(" world.") -> None
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UserStoppedSpeakingFrame() -> TextFrame("Hello world.")
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Doctest: FIXME to work with asyncio
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>>> async def print_frames(aggregator, frame):
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... async for frame in aggregator.process_frame(frame):
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... if isinstance(frame, TextFrame):
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... print(frame.text)
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>>> aggregator = ResponseAggregator(start_frame = UserStartedSpeakingFrame,
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... end_frame=UserStoppedSpeakingFrame,
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... accumulator_frame=TranscriptionFrame,
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... pass_through=False)
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>>> asyncio.run(print_frames(aggregator, UserStartedSpeakingFrame()))
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>>> asyncio.run(print_frames(aggregator, TranscriptionFrame("Hello,", 1, 1)))
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>>> asyncio.run(print_frames(aggregator, TranscriptionFrame("world.", 1, 2)))
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>>> asyncio.run(print_frames(aggregator, UserStoppedSpeakingFrame()))
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Hello, world.
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"""
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def __init__(
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self,
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*,
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start_frame,
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end_frame,
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accumulator_frame: TextFrame,
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interim_accumulator_frame: Optional[TextFrame] = None,
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):
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super().__init__()
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self._start_frame = start_frame
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self._end_frame = end_frame
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self._accumulator_frame = accumulator_frame
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self._interim_accumulator_frame = interim_accumulator_frame
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# Reset our accumulator state.
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self._reset()
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#
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# Frame processor
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#
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# Use cases implemented:
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#
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# S: Start, E: End, T: Transcription, I: Interim, X: Text
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#
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# S E -> None
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# S T E -> X
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# S I T E -> X
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# S I E T -> X
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# S I E I T -> X
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# S E T -> X
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# S E I T -> X
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#
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# The following case would not be supported:
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#
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# S I E T1 I T2 -> X
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#
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# and T2 would be dropped.
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async def process_frame(self, frame: Frame, direction: FrameDirection):
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await super().process_frame(frame, direction)
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send_aggregation = False
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if isinstance(frame, self._start_frame):
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self._aggregating = True
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self._seen_start_frame = True
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self._seen_end_frame = False
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self._seen_interim_results = False
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await self.push_frame(frame, direction)
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elif isinstance(frame, self._end_frame):
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self._seen_end_frame = True
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self._seen_start_frame = False
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# We might have received the end frame but we might still be
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# aggregating (i.e. we have seen interim results but not the final
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# text).
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self._aggregating = self._seen_interim_results or len(self._aggregation) == 0
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# Send the aggregation if we are not aggregating anymore (i.e. no
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# more interim results received).
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send_aggregation = not self._aggregating
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await self.push_frame(frame, direction)
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elif isinstance(frame, self._accumulator_frame):
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if self._aggregating:
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self._aggregation += f" {frame.text}"
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# We have recevied a complete sentence, so if we have seen the
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# end frame and we were still aggregating, it means we should
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# send the aggregation.
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send_aggregation = self._seen_end_frame
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# We just got our final result, so let's reset interim results.
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self._seen_interim_results = False
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elif self._interim_accumulator_frame and isinstance(frame, self._interim_accumulator_frame):
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self._seen_interim_results = True
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else:
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await self.push_frame(frame, direction)
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if send_aggregation:
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await self._push_aggregation()
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async def _push_aggregation(self):
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async def push_aggregation(self):
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if len(self._aggregation) > 0:
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frame = TextFrame(self._aggregation.strip())
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@@ -139,21 +23,4 @@ class ResponseAggregator(FrameProcessor):
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await self.push_frame(frame)
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# Reset our accumulator state.
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self._reset()
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def _reset(self):
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self._aggregation = ""
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self._aggregating = False
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self._seen_start_frame = False
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self._seen_end_frame = False
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self._seen_interim_results = False
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class UserResponseAggregator(ResponseAggregator):
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def __init__(self):
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super().__init__(
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start_frame=UserStartedSpeakingFrame,
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end_frame=UserStoppedSpeakingFrame,
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accumulator_frame=TranscriptionFrame,
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interim_accumulator_frame=InterimTranscriptionFrame,
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)
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self.reset()
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