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Document Intelligence & Regulatory RAG

Category :

GenAI & LLMs

Photo: Châu Thông Phan via StockSnap, CC0 1.0

Overview

Grounded, auditable question-answering over financial and regulatory documents.

What I built

Document-processing and retrieval system combining OCR and vision-based extraction with RAG.

Structured extraction, metadata filtering, re-ranking, citation generation, and output validation to produce grounded answers with sources instead of free-form LLM responses.

Tech stack

  • Python
  • OCR
  • Vision Models
  • RAG
  • Re-Ranking
  • Citations
  • Structured Extraction