Show HN: Raggy – A lightweight CLI tool for RAG over local documents

Description and use

Raggy is a lightweight CLI tool for RAG over local documents that lets you quickly index internal knowledge bases, enhance document search, and ground assistant answers with data. Adopt it by cloning the repo, installing dependencies, running the index command, and hooking the output into your assistant via API. It’s production‑ready for prototypes and internal workflows, though you should verify dependency health and maintenance before full deployment.

Use in a workflow

Show HN: Raggy – A lightweight CLI tool for RAG over local documents helps make internal knowledge searchable and usable by assistants.

• index knowledge bases
• improve search over documents
• ground assistant answers

Limitations and review notes

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.