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add gemini screenshots
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title: Gemini RAG
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description: **Gemini RAG** (Retrieval-Augmented Generation) enables developers and teams to combine large language models with external knowledge sources. By creating **File Stores**, indexing local folders or crawling web documentation, and applying rich metadata, you can ground chat conversations and publish embeddable website assistants that produce accurate, verifiable answers backed by citations.
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