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LLMUserAggregator: move turn_start_strategies from PipelineTask

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This commit is contained in:
Aleix Conchillo Flaqué
2025-12-24 15:12:18 -08:00
parent e5bd55d1d5
commit 8b861d9143
149 changed files with 1691 additions and 757 deletions
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17
examples/foundational/22c-natural-conversation-mixed-llms.py
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@@ -12,6 +12,7 @@ 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.local_smart_turn_v3 import LocalSmartTurnAnalyzerV3
from pipecat.audio.vad.silero import SileroVADAnalyzer
from pipecat.frames.frames import (
CancelFrame,
@@ -35,7 +36,10 @@ 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.aggregators.llm_response_universal import (
LLMContextAggregatorPair,
LLMUserAggregatorParams,
)
from pipecat.processors.filters.function_filter import FunctionFilter
from pipecat.processors.frame_processor import FrameDirection, FrameProcessor
from pipecat.processors.user_idle_processor import UserIdleProcessor
@@ -49,6 +53,8 @@ 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
from pipecat.turns.bot.turn_analyzer_bot_turn_start_strategy import TurnAnalyzerBotTurnStartStrategy
from pipecat.turns.turn_start_strategies import TurnStartStrategies
from pipecat.utils.sync.base_notifier import BaseNotifier
from pipecat.utils.sync.event_notifier import EventNotifier
from pipecat.utils.time import time_now_iso8601
@@ -535,7 +541,14 @@ async def run_bot(transport: BaseTransport, runner_args: RunnerArguments):
]
context = LLMContext(messages, tools)
context_aggregator = LLMContextAggregatorPair(context)
context_aggregator = LLMContextAggregatorPair(
context,
user_params=LLMUserAggregatorParams(
turn_start_strategies=TurnStartStrategies(
bot=[TurnAnalyzerBotTurnStartStrategy(turn_analyzer=LocalSmartTurnAnalyzerV3())]
),
),
)
# LLM + turn detection (with an extra LLM as a judge)
llm = TurnDetectionLLM(llm_main)