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I gave a generic LLM access to Ruby documentation through RAG.

by Giménez Silva Germán Alberto —

https://rubystacknews.com/2026/06/04/turning-a-generic-llm-into-a-ruby-expert-what-rag-fixed-and-what-it-didnt/

The hallucinations didn’t disappear. They changed. The most interesting failures happened when the model had the correct context and still answered incorrectly.

Context is necessary, but not sufficient.

Ruby #AI #RAG #LLM

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