LLM validation agent for health resource tracking

A provider-agnostic, tool-using LLM agent that validates healthcare-location records for MAHEC’s FindMyCareWNC platform, which helps people in western North Carolina locate care.

What it does

• Automatically flags out-of-date entries in the existing resource directory.
• Detects new locations that are not yet tracked.
• Routes every proposed change through a human-in-the-loop review interface, which doubles as the performance-monitoring surface for the agent itself.

Stack — Python, LangChain, RAG, provider-agnostic LLM backend.

Developed with the UNC Gillings Center for Artificial Intelligence and Public Health (CAIPH) and the Mountain Area Health Education Center (MAHEC).