Sozo-Analytics-Lab/sozograph
A memory normalization layer for AI agents that distills chat history into a portable, structured JSON belief state.
AI agents often struggle to remember what's truly relevant and up-to-date from past conversations. SozoGraph takes messy chat histories, database records, or other interactions and distills them into a clean, structured 'cognitive passport' in JSON format. This portable passport can then be given to any AI agent, ensuring it always knows the current facts, preferences, and open tasks for a user, rather than just what was said. This is ideal for developers building AI agents that need consistent, reliable long-term memory about their users or specific topics.
Use this if you are a developer building AI agents and need a reliable way for them to maintain a consistent, up-to-date 'understanding' of a user or topic across many interactions and sessions.
Not ideal if you primarily need to search past conversations for specific keywords or semantically similar phrases, as this tool focuses on distilling current 'truth' rather than retrieving raw history.
Stars
9
Forks
1
Language
Python
License
MIT
Category
Last pushed
Feb 04, 2026
Commits (30d)
0
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