zilliztech/memsearch
A Markdown-first memory system, a standalone library for any AI agent. Inspired by OpenClaw.
Python2.5K stars233 forks
Topics
#agent-memory#claude-code#claude-code-plugin#memory#openclaw#rag#agent#embeddings#milvus#semantic-search#ai-agents#hybrid-search#long-term-memory#opencode#skills#codex#codex-cli#deepseek#deepseek-harness#dsh
What it does
Memsearch is a Markdown-first memory system that allows AI agents to have persistent memory easily. It enables semantic search of memories stored as Markdown files, enhancing the functionality of AI applications.
Star history
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Tracking
- Last trending
- 2026-02-21
Creator kit
Hook
Transform your AI agents with persistent memory using Memsearch - the Markdown-first solution!
Content angles
- Create a tutorial on integrating Memsearch with popular AI frameworks.
- Develop a comparison article on traditional memory systems vs. Markdown-first approaches.
- Produce a video demonstrating how to use Memsearch for building an AI chatbot with memory.
Who should care
AI developers and researchers looking for efficient memory solutions for their applications.