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Announcement, slides. Did you miss the talk? Check out the recording (coming soon) or the summary of a previous edition of the same talk.

At EuroPython 2024 I talked about RAG: how it works, how it fails, and how to evaluate its performance objectively. I gave an overview of some useful open-source tools for RAG evalution such as continuous-eval and how to use them with Haystack, and then offered some ideas on how to expand your RAG architecture further than a simple two-step process.

Some resources mentioned in the talk: