Local RAG System for Claude Code — Hybrid search + Cross-encoder Reranking + Markdown-aware Chunking + 12 MCP Tools....
Copy the install, test the workflow, then decide if it earns a permanent slot.
Fresh repo activity plus visible builder pull. This is the kind of tool people test before it turns obvious.
Copy the install, test the workflow, then decide if it earns a permanent slot.
You can test this quickly and remove it cleanly if it misses.
GitHub health 42/100. no security policy. 5 open issues make this testable, but not something to trust blind.
AI Agent
Claude Code
Model
Claude
Build Time
Instant
Fastest way to find out if knowledge-rag belongs in your setup.
Copy the install command, run a real test, and back it out cleanly if it slows you down.
git clone https://github.com/lyonzin/knowledge-rag ~/.claude/commands/knowledge-ragRun this first. You will know quickly if the workflow earns a permanent slot.
rm -rf ~/.claude/commands/knowledge-ragNo messy cleanup loop. If it misses, remove it and keep moving.
Install Location
~/ └─ .claude/ ├─ commands/ │ └─ knowledge-rag/ ← installs here ├─ agents/ └─ settings.json
Local RAG System for Claude Code — Hybrid search + Cross-encoder Reranking + Markdown-aware Chunking + 12 MCP Tools. No external servers, pure ONNX in-process.