HealthPay Claim Agent Backend

A minimal, modular backend for processing medical insurance claim documents using AI-powered multi-agent orchestration. Built with FastAPI, this project demonstrates LLM-based document classification, extraction, validation, and automated claim decisioning.

🚀 Features

• /process-claim endpoint: Upload and process multiple claim PDFs in a single request
• LLM-based agents: Document classification, extraction, and validation
• Modular, async FastAPI architecture
• Structured JSON output: Includes validation and claim decision

🛠️ Getting Started

Prerequisites

• Python 3.10+
• Google API Key (for Gemini/ADK)
• Mistral API Key (for Mistral OCR)
• (Optional) Docker

Installation

uv sync --frozen --no-dev

Running the Server

uv run uvicorn app.main:app --host 0.0.0.0 --port 8000