MediGuide is an intelligent healthcare chatbot built using Streamlit, Langchain, Hugging Face models, and FAISS for document retrieval. It allows users to interact with medical content and get answers to their health-related questions. MediGUide is designed to provide helpful information from a variety of sources, with an easy-to-use chat interface.
- Natural Language Understanding: MediGuide understands user input and provides relevant medical information.
- Document Retrieval: Uses FAISS for efficient searching and retrieving information from the database.
- Customizable Prompts: The chatbot uses dynamic prompts to tailor responses based on the question.
- Health-Related Knowledge Base: MediGuide can answer questions related to symptoms, treatments, causes, and solutions in health.
- Streamlit: For building the interactive web interface.
- Langchain: For handling language models and document retrieval tasks.
- Hugging Face: For leveraging pre-trained language models.
- FAISS: For efficient search and retrieval of relevant information from a vector store.
- Python Libraries: streamlit, langchain, faiss, dotenv, HuggingFaceEndpoint, etc.