DiseaseAi - README
Introduction
Welcome to DiseaseAi, a cutting-edge platform designed to provide concise and accurate information about various diseases. Leveraging advanced technologies, Disease.Ai aims to revolutionize the way users access and understand medical information.
Key Technologies
DiseaseAi utilizes the following technologies:
- Streamlit: For seamless and interactive hosting.
- Pinecone: A vector database ensuring efficient data matching.
- Gemini 1.5 Flash: To generate precise and contextually relevant outputs.
- aspire/acge_text_embedding: A sentence transformer model for high-quality embeddings.
- LangChain: For robust and coherent language processing.
- deep-translator: For language translation.
- gTTs: For converting text to speech, allowing users to listen to information.
Features
- User Input: Users can input symptoms or disease names to receive brief descriptions, symptoms, and medication options.
- Speed and Accuracy: Optimized for rapid data retrieval and presentation, ensuring users get the information they need quickly and accurately.
- Language Translation: Convert disease information to Hindi and other languages.
- Audio Output: Listen to the information for better accessibility.
Future Improvements
- Healthcare System Integration: Plans to integrate with healthcare systems for real-time updates.
- Data Expansion: Adding more diseases and comprehensive medical data to the platform.
- Enhanced Accuracy: Continuous efforts to improve data accuracy and response quality.
- Performance Optimization: Further optimizing processing speed for a better user experience.
Screenshots
Screenshot 1
Screenshot 2
Flow Graph
Flow Graph
How to Use
- Clone the Repository:
git clone https://github.com/FurkanKhann/DiseaseAi.git
- Install Dependencies:
pip install -r requirements.txt
- Run the Application:
Contribution
We welcome contributions from the community. Feel free to open issues or submit pull requests to help us improve Disease.Ai.
Contact
For more information, please contact:
Join us on this journey to make accurate and reliable medical knowledge easily accessible for everyone!
