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Building Document Intelligence: A Document Q&A API with FastAPI, Qdrant, and RAG

This story is from 2026-10-23. It is preserved in the archive; the latest stories are on the live feed.

Introduction Imagine having multiple financial documents—PDFs, spreadsheets, scanned receipts, and reports—and needing to answer a specific question about their contents. You could manually open each file, search for relevant information, extract the necessary figures, and organize the results. But…

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  1. 2026-10-23 09:24 · DEV Community — AI
    Building Document Intelligence: A Document Q&A API with FastAPI, Qdrant, and RAG

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