API Reference

Quick Reference

Python

from pydantic_ai_summarization import (
    # Capabilities (recommended)
    ContextManagerCapability,
    SummarizationCapability,
    SlidingWindowCapability,
    LimitWarnerCapability,

    # Standalone processors
    SummarizationProcessor,
    SlidingWindowProcessor,
    LimitWarnerProcessor,
    create_summarization_processor,
    create_sliding_window_processor,
    create_limit_warner_processor,

    # Constants
    DEFAULT_SUMMARY_PROMPT,
    DEFAULT_CONTINUATION_PROMPT,
)

Modules

Module	Description
Capabilities	ContextManagerCapability, SummarizationCapability, SlidingWindowCapability, LimitWarnerCapability
Processor	SummarizationProcessor class and factory function
Sliding Window	SlidingWindowProcessor class and factory function
Limit Warner	LimitWarnerProcessor class and factory function
Types	Type definitions and aliases

Comparison

Feature	ContextManagerCapability	SummarizationCapability	SlidingWindowCapability	LimitWarnerCapability
LLM Cost	Per compression	High	Zero	Zero
Tool Output Truncation	Yes	No	No	No
Auto-detect max_tokens	Yes	No	No	No
compact() method	Yes	No	No	No
compact_conversation tool	include_compact_tool	No	No	No
Token Tracking	Yes	No	No	Warnings