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RAG Pdf chunking and Vector Embeding.

AI Stack ExchangeAnalysis or commentary·
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A developer new to RAG applications describes working on a system that ingests table-heavy PDF invoice documents and extracts data into a JSON structure stored in a NoSQL database.

Written by AI from AI Stack Exchange's published text.

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“I am new RAG Application. Currently I am working in a RAG application where I have to do Ingestion of PDF invoice document and have to fill-up some date from JSON structure and store in NOSQL DB. My PDF Invoice PDF is mostly contained tables based content.”
AI Stack Exchange, 11 Oct 2026, 20:40.

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