AkamaiCare - AI-Powered Healthcare Chatbot

AkamaiCare is an AI-driven chatbot designed to streamline hospital operations and enhance patient care through intelligent data querying and insights.

Features

• Natural Language Querying: Allows hospital staff to retrieve information about patients, admissions, and claims processing using natural language input.
• Multi-Format Data Handling: Processes data from CSV, PDF, and other document formats to ensure seamless integration with hospital records.
• Advanced Retrieval System: Uses LlamaIndex to create QueryAgent and RetrieverAgent, enabling efficient parsing and retrieval of information.
• Flexible LLM Support: Leverages Gemini Flash 1.5 API for NLP tasks, offering context-aware and accurate responses.
• Interactive Interface: Developed using Streamlit for a responsive and user-friendly experience.
• Scalable Deployment: Deployed on Hugging Face Spaces using Docker, ensuring high scalability and robust performance.

Use Cases

• Retrieve details about patient admissions, discharge summaries, and billing records.
• Query claims processed by specific insurance providers over a given time period.
• Generate reports and insights to assist in hospital management and decision-making.

GitHub Repository

Explore the complete code and implementation details on my GitHub Repository.

Live Demo

Check out the live demo of AkamaiCare streamlit app.

Thank you for checking out AkamaiCare! Feel free to reach out with any feedback or questions.