012023 · Master’s final project
MadaSanté
An LLM-powered medical chatbot
A health-focused conversational assistant. It answers from medical documents, web sources and a database, suggests leads from symptoms and promotes prevention.
My roleDesign, architecture and full development, in a team of two
- Conversational memory with LangChain
- RAG: embeddings and a VectorStore to ground answers in documents
- Merging heterogeneous sources: web, documents, database
- Custom prompts and a normalised answer format
- Python
- FastAPI
- LangChain
- OpenAI API
- React
- PostgreSQL
- SQLite
The journey of a question
Click a step to explore it.
“I’ve had a fever and a sore throat for three days.”
Structured answer: possible causes, advice, when to see a doctor.
