Embeddings AI 工具

Marm Memory開源

Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.

Semble開源

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

AutoRAG開源

Your Personal Librarian Agent. Ask anything on your computer, organize files, remember important info and files.