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Artificial Intelligence Circuit

RAG-Powered Compliance Assistant

AI-powered system that analyzes policy documents using Retrieval-Augmented Generation (RAG) to provide explainable, source-backed answers.

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  • GitHub

Website Layout

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Problem

Organizations struggle to extract insights from long policy documents.

Solution

I built an AI assistant that allows users to upload PDFs and ask natural language questions. The system retrieves relevant sections using vector search and generates structured answers grounded in the document.

Features

  • PDF upload and analysis

  • Semantic search (FAISS)

  • Source-backed answers

  • Dynamic confidence scoring

  • Structured compliance output

Tech Stack

  • Cursor

  • GitHub

  • Python

  • Streamlit

  • LangChain

  • OpenAI API

  • FAISS (Vector Database)

  • Document Parsing & Chunking

  • Embedding Models

  • Retrieval-Augmented Generation (RAG)

  • Prompt Engineering

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