🚀 Insurance DocuMentor

Welcome to Insurance DocuMentor, a state-of-the-art web application that transforms the way users interact with their insurance documents. By leveraging advanced OCR, local embedding bases, and LLMs Insurance DocuMentor not only serves as a insurance benefit comprehension tool but provides enlightening recommendations in an accessible chat format. EF AI Hackathon Winner

🌟 Features:

• 📜 Document Processing Wizard: Effortlessly upload your insurance documents in PDF format, and watch as the magic unfolds!

• 🔍 Dynamic Information Retrieval: Gone are the days of endless searching. Our app meticulously extracts and processes content, putting information at your fingertips.

• 💬 AI-Driven Interactive Chat: Ever wished for a knowledgeable assistant? Engage with our AI chatbot, which draws from the document's essence to deliver precise answers to your queries.

🛠 Tech Stack:

🔧 Backend:

• Flask (Python):
  • OCR Processing with PyTesseract
  • Finetuned Named Entity Recognition and Topic Modeling
  • Integration with the Pinecone cloud database
  • Synchronized with GPT-3
  • Concurrency with ThreadPoolExecutor

🎨 Frontend:

• React (JavaScript):
  • MUI, responsive user interface

🚀 Getting Started:

1. 🌍 Environment Setup and Configuration:

   Navigate to your backend_directory and create a file named config.py. This file will hold various configuration keys and settings that the backend relies on.

   Add the following content to config.py:

   OPENAI_API_KEY = "YOUR_OPENAI_API_KEY_HERE"
   PINECONE_API_KEY = "YOUR_PINECONE_API_KEY_HERE"
   PINECONE_ENVIRONMENT = "YOUR_PINECONE_ENVIRONMENT_HERE"
   INDEX_NAME = "YOUR_INDEX_NAME_HERE"

2. 🔧 Boot Up the Backend:

   cd backend_directory
   pip install -r requirements.txt
   python app.py

3. 🎨 Light Up the Frontend:

   cd frontend_directory
   npm install
   npm start

4. 🎉 Celebrate: Simply navigate to http://localhost:3000 in your favorite browser!

📖 Usage:

1. 📤 Upload & Unfold: Hit that upload button and select your document. Witness as the application meticulously dissects and comprehends the content.

2. 🤖 Chat & Discover: Propel your knowledge by engaging with our AI chatbot. Seek answers, and you shall receive, grounded in the very essence of your document.

💡 Contributing:

Your brilliance can make Insurance DocuMentor even brighter! 🌞

• 🍴 Fork away!
• 📝 For sweeping changes, do us a favor and open an issue first.
• 💼 Submit those pull requests and be part of something spectacular.

📜 License:

Distributed under the MIT License. Because amazing projects deserve an equally awesome license!

Insurance DocuMentor - Lighting the path to document enlightenment. 🌟