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Prototype · Healthcare

AI Healthcare System

An AI-powered healthcare information system exploring structured knowledge retrieval and agentic workflows using LangChain and LangGraph.
Clinician typing on a laptop next to a stethoscope

How we measure success

  1. 01

    Retrieval source accuracy

  2. 02

    Agent workflow execution consistency

  3. 03

    Strict avoidance of unverified clinical claims

Status
Prototype
Industry
Healthcare
Service
AI & Generative AI

01The problem

Healthcare information is complex, dense and challenging to navigate quickly across varied reference materials.

02Why it's hard

Ensuring AI workflows strictly retrieve structured knowledge and avoid unsupported generations without making diagnostic claims.

03What we built

Developed an agentic prototype exploring structured knowledge retrieval, workflow branching and tool orchestration with LangChain and LangGraph.

04Outcome

Demonstrated reliable agentic workflows and structured retrieval for healthcare information workflows.

Technology

  • Python
  • LangChain
  • LangGraph
  • FastAPI
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