README.md

metadata

title: MedBot
emoji: 💻
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
license: mit
short_description: AMRUTHA N LLM LLT PROJECT

🏥 MedBot - Medical Q&A Assistant

Academic Project - SRM Institute of Science and Technology

A comprehensive medical question-answering assistant built using fine-tuned language models, retrieval-augmented generation (RAG), and tool integration.

🔬 Project Features

• Medical Q&A with evidence-based responses
• BMI Calculator with health recommendations
• Drug Information Database with side effects
• RAG System with medical source citations
• Fine-Tuned Language Model for medical domain

🎯 Example Queries

• "What are the symptoms of diabetes?"
• "Calculate BMI for 70kg and 175cm height"
• "Tell me about ibuprofen uses and side effects"
• "COVID-19 prevention methods"
• "Asthma treatment options"

📚 Technical Implementation

1. Dataset: MedQuAD (47K medical QA pairs)
2. Model: Qwen2.5-1.5B with LoRA fine-tuning
3. RAG: Chroma vector database with medical documents
4. Tools: BMI calculator, drug database, symptom checker
5. Deployment: Gradio interface with Hugging Face Spaces

⚠️ Important Disclaimer

This system is for educational and informational purposes only. It is not a substitute for professional medical advice, diagnosis, or treatment. Always consult qualified healthcare providers for medical concerns.

Course: 21CSE658T Large Language Models
Program: M. Tech
Institute: SRM Institute of Science and Technology