metadata
title: CodeRAG Retrieval Console
sdk: static
CodeRAG Retrieval Console
CodeRAG is a small code retrieval app. Paste Python code, build a function-level vector index, ask a natural-language question, and retrieve the top matching functions.
What it demonstrates
- React UI for code input and retrieval inspection.
- Python API for indexing and search.
- AST-based function and method extraction.
- SQLite-backed vector database.
- Browser neural embeddings with
Xenova/all-MiniLM-L6-v2, with deterministic hashing fallback. - Multi-view retrieval over raw code, propagated call context, and semantic synthetic questions.
Local run
cd coderag_ui
npm install
npm run build
cd ..
python -m pip install -r requirements.txt
python coderag_api.py --host 127.0.0.1 --port 7860
Open http://127.0.0.1:7860.
API
GET /api/health
GET /api/coderag/stats
POST /api/coderag/index-code
POST /api/coderag/search
POST /api/coderag/rebuild
The free Hugging Face Space runs as a static browser app. The hosted Space builds an in-browser vector index with a lightweight MiniLM embedder. The Python API and SQLite vector database are included for local or Docker use.