medical-RAG-chatbot

A LangChain-based Retrieval-Augmented Generation (RAG) chatbot for medical data. Integrates with ollama (llama-3.1 present locally on system) model and nomic embeddings (present locally on system) to deliver accurate, context-aware answers in healthcare and biomedical domains.

make sure install all requirement

activate environment (if running in env)

run mlflow server ->

mlflow ui

run the notebook -> cell wise

dvc add and dvc push ->>> push the data to dvc remote

git add --> git commit --> git push to push the codebase (including metadata of dvc) to github/dagshub or any other remote

For more (RAG pipeline and RAG evaluation using RAGAS) click : ragas Readme.

Modularized and seperate pipeline code Flow (RAG pipeline and RAG evaluation using RAGAS) click : ragas Readme.