Building Private Healthcare AI Assistant for Clinics Using Qdrant Hybrid Cloud (JWT-RBAC), DSPy and Groq — Llama3

Building a private AI assistant for healthcare clinics involves ensuring data security, especially given regulations like HIPAA. This guide covers setting up the Qdrant Hybrid Cloud, using DSPy for prompt optimization, and leveraging Groq for AI acceleration. The setup includes preparing a healthcare dataset, creating embeddings, and managing role-based access using JWT. A functioning chatbot is developed using Gradio to interact with patient data securely.