✨ BillyGPT

Intelligent Document Processing & Data Analysis Platform

BillyGPT is a powerful, modular Intelligent Document Processing (IDP) platform designed to handle complex workflows including PDF uploads, RAG (Retrieval-Augmented Generation) chat, structured data extraction, and deep data analysis.

It is split into three main components: a user-facing frontend, a comprehensive admin dashboard, and a robust FastAPI backend.

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🌟 Key Features

• Conversational AI & RAG Chat: Chat directly with your documents to extract insights effortlessly.
• Intelligent Document Processing (IDP): Automated extraction of structured data from complex PDFs using state-of-the-art vision and language models.
• Data Analysis Agent: Leverage built-in AI agents to analyze, summarize, and chart data points.
• Admin Dashboard: Full administrative control over users, documents, extraction templates, and system metrics.
• Artifacts Generation: Save and manage extracted data artifacts securely.

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📸 Screenshots & Previews

🤖 Main Interface

Interact with BillyGPT seamlessly through an intuitive conversational interface.

📊 Data Analysis Agent

Perform deep dives into your database (NCUA database here) with the built-in Data Analysis Agent.

📑 Document Artifacts & Extraction

Extract, manage, and view structured artifacts derived from unstructured documents.

⚙️ Admin Dashboard

A dedicated environment for administrators to monitor platform usage and manage configurations.

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🛠️ Technology Stack

Frontend & Admin Dashboard:

• Next.js 16 (App Router & Turbopack)
• React 19
• Tailwind CSS 4
• Radix UI & Recharts for beautiful, accessible components and data visualization.

Backend:

• FastAPI (Python)
• ChromaDB for Vector Search & RAG
• Tesseract OCR for Optical Character Recognition
• SQL Database integration for user/report management

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🚀 Getting Started

Prerequisites

• Node.js (v18+ recommended)
• Python 3.10+
• Optional: Tesseract installed on your system for advanced OCR capabilities.

1. Clone the repository

git clone https://github.com/your-username/BillyGPT.git
cd BillyGPT

2. Start the Backend (FastAPI)

cd Backend
pip install -r requirements.txt # (Ensure your virtual environment is active)
python run.py

The backend will be running at http://localhost:8000.

3. Start the Frontend (User Dashboard)

cd Frontend
npm install
npm run dev

The frontend will be running at http://localhost:3000.

4. Start the Admin Dashboard

cd AdminFrontend
npm install
npm run dev

The admin dashboard will be running at http://localhost:3001.

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📜 License

This project is proprietary. Refer to the LICENSE file for more details.