🕷️ Conversational Multi-Agent Chatbot

An agentic retrieval solution for Grant QA

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🧰 Project Structure

This repository is divided into two key modules:

1. Preprocessing

• Handles text layout analysis and paragraph segmentation.
• Transforms raw documents into structured, clean input for RAG.

2. RAG (Retrieval-Augmented Generation)

• Implements an agentic RAG pipeline using LangGraph.
• Two interfaces available:
  • ✅ Command-line script
  • 🌐 Gradio web interface

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📋 Project Documentation

📄 Detailed project documentation is available in report.pdf

• Complete system architecture and design decisions
• Layout document analysis methodology
• Multi-agent RAG system implementation details
• Command-line examples and Gradio web UI screenshots
• Performance analysis and future improvements

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🚀 Getting Started

Clone the repository and install dependencies:

git clone --recurse-submodules git@github.com:vcolamatteo/GrantSpider.git
cd GrantSpyder
pip install uv