Kits / 03 · RAG Starter Kit
RAG Starter Kit
Answer questions over your docs — with citations, no vector DB. Real retrieval that runs on your laptop, with no infrastructure to stand up first.
What's inside
Retrieval that just runs.
- Chunkingsensible document splitting tuned for retrieval quality.
- Hybrid BM25keyword retrieval that works without embeddings or a server.
- Citationsevery answer points back to the source passage it came from.
- Evalsa test harness to measure answer quality as you tune.
- Zero infrano vector database, no hosting — it runs on your machine.
Requirements
Bring two things.
Node 20+ and your own Anthropic API key. No vector DB, no framework lock-in, no vendor to wire up beyond your key. You ship code, not compute.
License
Yours to keep.
Single-developer commercial license with lifetime updates. Use it in your own products. When the API changes, you get the refreshed code — no re-purchase.
Get it — €29