See where Gemini File Search helps quick RAG builds and where it falls short, from metadata extraction to hybrid search and transparency concerns ...

Inconsistent wording, inaccessible files and outdated references don’t just annoy regulators — they confuse customers and train LLMs on the wrong story.

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