🧠 Symptom2Disease: AI Diagnosis Assistant

An AI-powered Streamlit app that predicts top 3 likely diseases based on user-input symptoms and provides multilingual explanations.

🌟 Features

🧪 Symptom-to-disease ML prediction (Random Forest + TF-IDF)

🌐 Multilingual input and output (Urdu, Punjabi, Spanish, etc.)

🤖 AI-powered disease explanation using Groq LLM

🎧 Text-to-speech output for accessibility

🚀 How to Use

Select or enter symptoms.

Click Predict Disease to get top-3 results with confidence.

Click Explain Diseases for AI-powered short explanations.

Listen to audio from the sidebar.

🛠️ Tech Stack

Python, Streamlit, scikit-learn, gTTS Hugging Face Transformers (via Groq API) Deep Translator

"The machine learning model (disease_model.pkl) and vectorizer (tfidf_vectorizer.pkl) are included in this repository for reproducibility.” 📌 Disclaimer

This tool is for educational purposes only and does not replace professional medical advice.

🧑‍💻 Created for the Pandas Hackathon 2025