google-gemini-file-search
Google Gemini File Search
Status: Production Ready | Last Verified: 2025-11-18
What Is File Search?
Google Gemini File Search is fully managed RAG (Retrieval-Augmented Generation):
- Upload documents → Automatic chunking + embeddings + vector search + citations
- No vector database setup required
- 100+ file formats supported (PDF, Word, Excel, code, Markdown, JSON, etc.)
- Built-in grounding with citation metadata
- Cost-effective: $0.15/1M tokens (one-time indexing), free storage + queries
Key difference from other RAG:
- Cloudflare Vectorize: You manage chunking/embeddings
- OpenAI Files API: Tied to Assistants API threads
- File Search: Fully managed, standalone RAG
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