Building a Production RAG Agent for Healthcare Claims Analysis
Explore the process of developing HealthClaim Copilot, a RAG agent designed for healthcare claims analysis, utilizing advanced technologies and deployment strategies.
In this article, we delve into the creation of HealthClaim Copilot, a production-ready RAG agent tailored for healthcare claims analysis. The project leverages cutting-edge technologies such as LangGraph, Qdrant, and Groq to enhance its functionality.
We provide a comprehensive step-by-step breakdown of the development process, highlighting the integration of various components and the importance of implementing robust evaluation metrics using RAGAS.
Additionally, we discuss the deployment of the application on platforms like Render and Vercel, ensuring that the agent is accessible and efficient for end-users.