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metawake | 1 month ago

I am using a vector DB using Docker image. And for debugging and benchmarking local RAG retrieval, I've been building a CLI tool that shows what's actually being retrieved:

  ragtune explain "your query" --collection prod
Shows scores, sources, and diagnostics. Helps catch when your chunking or embeddings are silently failing or you need numeric estimations to base your judgements on.

Open source: https://github.com/metawake/ragtune

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