RAG Doctor – CLI tool to diagnose broken RAG pipelines

Show HN: RAG Doctor – CLI tool to diagnose broken RAG pipelines

Based, RAG Doctor – CLI tool to diagnose broken RAG pipelines works in show hn launch.

Profile

Hi HN,I’ve been working with a lot of Retrieval-Augmented Generation pipelines recently and kept running into the same debugging problem.When a RAG system produces bad answers, people usually blame the LLM. But in many cases the issue is somewhere in the pipeline itself.Things like:documents not chunked correctly embedding models mismatched retrieval not happening before generation context windows overflowing vector database configuration problems prompt injection exposureThese kinds of issues are surprisingly hard to detect in large codebases.So I started building a small CLI tool called RAG Doctor that analyzes a project and tries to detect structural problems in RAG pipelines.The idea is

The company sits in the show hn launch segment, where it competes on its core product or service.

The company is listed at the Show HN launch stage of development.

Website: ragdoctor.dev