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LLMRAGDocument AI4 months

Document Intelligence (OCR, Extraction, RAG)

Turn PDFs into structured data and searchable knowledge with citations.

Documents and paperwork on desk
Document review workflow

Challenge

Manual processing of documents with noisy OCR, repeated templates, and layout edge cases slowed operations.

Solution

OCR with layout-aware parsing, schema extraction to structured JSON, entity validation, and a RAG layer with citations and confidence gates.

Results

Structured extraction for downstream workflows

Search and Q&A over internal document sets

Auditable responses with source citations

Tech Stack

PythonTesseractDocTRLayoutLMPostgreSQLQdrantFastAPINext.js

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