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Update v3.mdx
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content/docs/v3.mdx

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@@ -329,7 +329,7 @@ Uploads are processed asynchronously by a **Background Worker** utilizing a **DB
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### RAG Chat in Action
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Once documents are uploaded, you can start contextual RAG chat sessions with your data. Each session is pre-configured with a Gemini Model and the `file_search` tool to query your selected filestore, category, or document:
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Once documents are uploaded, you can start contextual RAG chat sessions with your data. Each session is pre-configured with a Gemini Model and the `file_search` tool to query your selected filestore, category, or document - as shown in the **meta example** below querying this very **v3** document for its best features:
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<Screenshot src="/img/gemini-search-document.webp" />
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