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Patient Chatbot – An Intelligent Conversational Agent for Healthcare
- SiddanthEmani 2y agoThe Patient Assistant Chatbot is designed to help patients manage their healthcare interactions by providing information on medical appointments, medications, and other health-related queries. Built with Django, Neo4j, WebSockets, and advanced AI models, it ensures secure and real-time communication between patients and their healthcare data. Key Features: Real-time Communication : Utilizes WebSockets for instant message exchange. Secure Data Handling : Combines Django's security with Neo4j's graph database to manage sensitive information. Intent Recognition : AI-driven classification to understand and respond to diverse queries. Action Handling : Facilitates scheduling appointments and updating medication regimes. Conversation Management : Maintains and summarizes conversation history for context-aware responses. Technology Stack: Backend : Django, Django Channels Databases : PostgreSQL, Neo4j AI & NLP : LangChain, Google Generative AI (Gemini) Real-time Communication : WebSockets via Django Channels