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Gemini API File Search: The Easy Way to Build RAG

Google Gemini API's File Search tool simplifies RAG by auto-handling chunking, embedding, and indexing, now with multimodal support for text and images. This guide covers setup, file uploads, custom chunking, and querying.

SourceAnalytics VidhyaAuthor: Janvi Kumari
Gemini API File Search: The Easy Way to Build RAG
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Key points

  • Gemini API File Search automates chunking, embedding, and indexing, eliminating infrastructure management.
  • Supports multimodal search across text and images for cross-modal understanding.
  • Leverages semantic vector search based on meaning, not keywords.
  • Customizable chunking strategies to optimize precision and context continuity.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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