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Refactoring the examples to use the new context summarization classes.

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filipi87
2026-02-27 18:42:39 -03:00
parent 69414e8a5a
commit 0839e3813f
3 changed files with 40 additions and 25 deletions
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15
examples/foundational/54a-context-summarization-google.py
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@@ -41,7 +41,10 @@ from pipecat.services.llm_service import FunctionCallParams
from pipecat.transports.base_transport import BaseTransport, TransportParams
from pipecat.transports.daily.transport import DailyParams
from pipecat.transports.websocket.fastapi import FastAPIWebsocketParams
from pipecat.utils.context.llm_context_summarization import LLMContextSummarizationConfig
from pipecat.utils.context.llm_context_summarization import (
LLMAutoContextSummarizationConfig,
LLMContextSummaryConfig,
)
load_dotenv(override=True)
@@ -120,14 +123,16 @@ async def run_bot(transport: BaseTransport, runner_args: RunnerArguments):
vad_analyzer=SileroVADAnalyzer(),
),
assistant_params=LLMAssistantAggregatorParams(
enable_context_summarization=True,
enable_auto_context_summarization=True,
# Optional: customize context summarization behavior
# Using low limits to demonstrate the feature quickly
context_summarization_config=LLMContextSummarizationConfig(
auto_context_summarization_config=LLMAutoContextSummarizationConfig(
max_context_tokens=1000, # Trigger summarization at 1000 tokens
target_context_tokens=800, # Target context size for the summarization
max_unsummarized_messages=10, # Or when 10 new messages accumulate
min_messages_after_summary=2, # Keep last 2 messages uncompressed
summary_config=LLMContextSummaryConfig(
target_context_tokens=800, # Target context size for the summarization
min_messages_after_summary=2, # Keep last 2 messages uncompressed
),
),
),
)