zilliztech/memsearch
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
5 releases in the last 90 days, the latest 4 days ago, with 34 contributors on GitHub.
Gained 53% fewer stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Provides a persistent, unified semantic memory layer for AI agents using Markdown files and Milvus vector database.
- Enables seamless memory sharing across multiple AI agent platforms with human-readable, editable, and version-controllable Markdown as the source of truth.
- Use for integrating persistent conversational memory into AI coding agents like Claude Code, OpenClaw, OpenCode, and Codex with zero configuration.
- Use for building custom AI agents with memory capabilities via a Python API and CLI supporting indexing, hybrid semantic search, and live sync.
- Use for creating memory-augmented retrieval-augmented generation (RAG) pipelines that combine dense vector and sparse BM25 search with smart deduplication.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
Cross-platform semantic memory for AI coding agents.
Pick your platform, install the plugin, and you're done. Each plugin captures conversations automatically and provides semantic recall with zero configuration.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
278+62
Open issues
259+26
Compared with peers in AI Agents
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| vercel-labs/agent-desktop | 17.0K | +13.3K | 33 | today |
| thedotmack/claude-mem | 113.6K | +8.8K | 35 | today |
| stablyai/orca | 116.8K | +6.6K | 40 | today |
| milind-soni/OpenMausBot | 13.5K | +6.0K | 45 | today |
| HKUDS/DeepTutor | 55.5K | +5.5K | 65 | 5 days ago |
| zilliztech/memsearch | 2.8K | — | 54 | 4 days ago |
| Category median | 55.5K | +6.6K | 40 | — |
Also by zilliztech
Other repositories from this maintainer that GStars tracks
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