Intelligent Query-Retrieval System

LLM-powered document processing and query system for insurance, legal, HR, and compliance domains.

Features

• Document processing (PDF, DOCX, Email)
• Semantic search with Pinecone
• LLM analysis with Gemini 2.5 Flash
• Explainable AI decisions
• Domain-specific expertise

Setup

1. Clone the repository
2. Install dependencies: pip install -r requirements.txt
3. Configure environment variables in .env
4. Run: uvicorn app.main:app --reload

API Endpoints

• POST /upload-document/ - Upload documents
• POST /query/ - Query documents
• GET /document/{id} - Get document info
• DELETE /document/{id} - Delete document

Environment Variables

See .env.example for required configuration.