RAG in a single query. On Postgres. That's Korvus. Our new open-source RAG pipeline combines the entire RAG workflow - from embedding to text generation - into a single DB query...one query to rule them all ☝️ No SQL necessary. Python, JS, or Rust. ➡️ github.com/postgresml/korvus

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Love your diagram. We have a similar one for RAG. It gets a lot simpler too if you just put the models in the database.

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Prompt engineering isn't engineering. Engineering delivers reliable and robust outcomes. Prompting is unreliable, unpredictable and untrustworthy. #machinelearning #ai #promptengineering