- Category
- AI Agents
- Pricing
- Open Source
- Type
- TOOL
- Builder
- topoteretes
- GitHub
- 29.7k stars
- Added
- Jun 18, 2026
About
An open-source knowledge engine that ingests data in any format and creates persistent, learning memory for AI agents. Combines vector search, graph databases, and cognitive science to make documents both searchable by meaning and connected by relationships.
Why it made the leaderboard
An open-source knowledge engine that turns documents in any format into persistent agent memory — vector search for meaning, graph databases for relationships — so agents keep context across sessions instead of starting cold every time.
Tags
ai-memoryknowledge-graphai-agentsvector-searchgraph-databaseragopen-source
Tech Stack
PythonDocker
Media
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