gengxy1216/FlockMem
✦ FlockMem is a lightweight, local-first long-term collective memory bus for multi-agents, optimized for edge deployment with a minimal memory footprint under 50MB. It combines text-based, vector similarity, and knowledge graph retrieval with traceable citations.
Supports hybrid retrieval combining keyword matching, vector embeddings, and knowledge graph traversal with full retrieval provenance. Exposes REST APIs for memory operations, multi-agent collective ingestion/context/feedback, and chat with traces, while integrating via MCP bridge and OpenClaw plugin for broader agent framework compatibility. Runtime configuration allows model and embedding strategy updates without redeployment, with role/user/group isolation for multi-tenant agent scenarios.
Available on PyPI.
Stars
9
Forks
3
Language
Python
License
MIT
Category
Last pushed
Mar 10, 2026
Monthly downloads
438
Commits (30d)
0
Dependencies
5
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