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01 / Context

The problem

Retrieval-augmented chatbot prototypes need a visible interface for testing retrieval and response behavior.

02 / Implementation

What I built

Connected a Streamlit interaction layer to LangChain and FastAPI components for a small medical-domain RAG experiment.

Current status
Research
Evidence path
1 public link

03 / Current outcome

What exists today

A prototype for exploring retrieval-backed conversational UX and service boundaries.

Boundary

What this page does not claim

Research only; not clinical software, medical advice, or a validated healthcare workflow.

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