GH Repository · zilliztech
memsearch
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
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python/uvdshdeepseek-harnessdeepseekcodexskillspythonopencodePythonagent-memoryclaude-codedsh-pluginsemantic-searchclaude-code-pluginmemoryagentopenclawmilvusragembeddingslong-term-memoryai-agentshybrid-search
memsearch is a persistent, unified memory layer for AI agents such as Claude Code, Codex, and DSH. It stores memory as Markdown files and uses Milvus for embedding-based retrieval, supporting semantic and hybrid search.
It gives your coding agents a shared long-term memory instead of session-scoped context.
Use it to
- Persist long-term memory across agent sessions
- Index Markdown notes with Milvus embeddings
- Run semantic and hybrid search over stored memories
- Share one memory layer across multiple agents
- Install as a Claude Code plugin
For Developers running AI coding agents who need persistent memory
- Role
- rag
- Language
- Python
- Licence
- MIT
- Forks
- 251
- Open issues
- 34
- Last push
- 2026-09-12
- Latest release
- v0.1.16 · 2026-03-09
topicsagent-memoryragmilvussemantic-searchclaude-codeembeddings