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AI Agents & Tools
RAG in Production: Grounding LLMs — and the Failure Modes Nobody Mentions
Retrieval-augmented generation is how you get an LLM to answer from your data instead of making things up. The pattern is simple; the failures are subtle. Most "bad RAG" isn't a model problem — it's a retrieval problem in disguise.
RAG
Retrieval
LLM
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OpenAI
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