Claude Skill
zilliztech/memsearch
MemSearch is a standalone Python library providing Markdown-first memory management with semantic search for AI agents. Features embeddings, Milvus integration, and RAG capabilities.
Overview
Stars830
Forks76
LanguagePython
Last pushed2026-03-10
Last synced2026-03-11
Repository
Ownerzilliztech
Repositorymemsearch
Full namezilliztech/memsearch
Repo ID1,153,190,876
GitHub URLhttps://github.com/zilliztech/memsearch
🚀 Install this Skill
openclaw install zilliztech/memsearchSummary
MemSearch is a Markdown-first memory system designed as a standalone library for AI agents. It provides structured memory management with semantic search capabilities, inspired by OpenClaw and built with Python.
Chinese description
一个以Markdown为先的记忆系统，一个适用于任何AI智能体的独立库。灵感源自OpenClaw。
Key features
- Markdown-first memory system
- Standalone library for AI agents
- Semantic search capabilities
- Inspired by OpenClaw design
- Python implementation
- Integration with embeddings and Milvus
Use cases
- AI agent memory management
- Progressive disclosure systems
- RAG (Retrieval-Augmented Generation) applications
- Semantic search implementations
- Claude Skill development
- Agent memory persistence