AI-powered Medical Chatbot 🤖 that provides health advice, disease-symptom analysis, and multilingual support using NLP and machine learning. It helps users receive personalized recommendations and health tips in multiple languages.
🚀 Features
Disease-Symptom-Cure Analysis: Leverages a medical dataset to provide accurate analysis of symptoms, potential diseases, and recommended remedies.
Personalized Health Tips: Offers tailored advice for better well-being based on user inputs and health queries.
Multilingual Support: Supports multiple languages to ensure global accessibility and inclusivity.
AI-Based Response Generation: Utilizes advanced NLP models (e.g., MedAlpaca-7B) to generate context-aware and reliable responses.
User-Friendly Interface: Built with Streamlit, providing an intuitive and interactive experience for users.
🛠️ Technologies Used
Natural Language Processing (NLP): Powered by the MedAlpaca-7B model for medical-specific language understanding and response generation.
Machine Learning: Uses PyTorch and Hugging Face Transformers for model inference and optimization.
Streamlit: For building a seamless and interactive web-based interface.
Multilingual Support: Enabled through advanced tokenization and google translator api.
The main interface of the Medical Chatbot.
Dropdown menu showing supported languages.
Example of health suggestions provided in English.
Example of health suggestions provided in Gujarati.
Example of a health tip provided in English.
Example of a health tip provided in Korean.
🌍 Multilingual Support
Our chatbot is equipped with multilingual capabilities, allowing it to respond in various languages. Simply input your query, and the chatbot will provide an answer in the language of your choice.
🙏 Acknowledgments
MedAlpaca-7B: For providing the medical-specific language model.
Hugging Face: For the Transformers library and model hosting.
Streamlit: For the easy-to-use web framework.
Google Translate API: For enabling multilingual support and translations.
- Clone the repository:
git clone https://github.com/adibshaikh0313/AI-Health-Assistant.git
- pip install -r requirements.txt
- streamlit run chat.py
👨💻 Adibmiya Shaikh: Lead Developer
📜 License MIT License
Copyright (c) 2025
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following
conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.