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vaibhav pingale
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Hospital Query Assistant

This project implements a Hospital Query Assistant using AutoGen and GroqCloud API, with a Gradio-based user interface. The assistant helps users with queries about hospital services, appointments, and general medical information.

Features

  • Natural language processing for hospital-related queries
  • Content moderation to ensure safe and appropriate responses
  • Token usage tracking
  • User-friendly chat interface

Implementation Details

Backend (hospital_query_app.py)

The backend is implemented using AutoGen and the GroqCloud API. Key components include:

  1. AutoGen Agents:

    • User Proxy Agent: Represents the user in the conversation.
    • Hospital Assistant Agent: Provides responses to user queries.

  2. Content Moderation:

    • Uses the Mixtral-8x7b-32768 model to check for inappropriate content.
    • Ensures queries are safe and relevant before processing.

  3. Query Handling:

    • Sanitizes user input to remove potential security risks.
    • Processes queries using the Hospital Assistant Agent.
    • Tracks token usage for each query.

Frontend (hospital_query_ui.py)

The frontend is built using Gradio, providing a web-based user interface. Features include:

  1. Chat Interface:

    • Displays conversation history.
    • Allows users to input queries easily.

  2. Token Usage Display:

    • Shows tokens used in the last query.
    • Displays total tokens used in the session.

  3. Clear Functionality:

    • Allows users to reset the conversation and token counters.

Setup and Installation

  1. Clone the repository:

    git clone https://github.com/vpingale077/hospital-query-assistant.git

  2. Install required dependencies:

    pip install -r requirements.txt

  3. Set up environment variables:

    • Create a .env file in the project root.
    • Add your GroqCloud API key:
      GROQ_API_KEY=your_api_key_here

  4. Run the application:

    python hospital_query_ui.py

Usage

  1. Launch the application using the command above.
  2. Open the provided URL in your web browser.
  3. Type your hospital-related query in the input box and press Enter.
  4. View the assistant's response in the chat interface.
  5. Check token usage information on the right side of the interface.

Note

This assistant is designed for general information purposes only and should not be used for personal medical advice or diagnoses.

License

MIT License