vstorm-co/summarization-pydantic-ai
Context Management processor for Pydantic AI agents, providing LLM-powered summarization or zero-cost sliding window trimming to handle infinite/long-running conversations without context overflow. Supports flexible triggers, safe cutoffs, and custom prompts for efficient AI apps.
This helps AI agents maintain long, continuous conversations without losing track or hitting technical limits. It takes the full conversation history and either intelligently summarizes older parts or simply trims them, producing a condensed, relevant conversation history. This is for anyone building or managing AI-powered chatbots, virtual assistants, or any application involving extended AI dialogues.
Available on PyPI.
Use this if you need your AI agents to handle ongoing interactions like customer support or coding assistance without forgetting prior context.
Not ideal if your AI application only handles short, one-off interactions where conversation history isn't critical.
Stars
10
Forks
2
Language
Python
License
MIT
Category
Last pushed
Feb 27, 2026
Commits (30d)
0
Dependencies
1
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