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README.md
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## Implementation Details
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### Backend (`hospital_query_app.py`)
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The backend is implemented using AutoGen and the GroqCloud API. Key components include:
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1. **AutoGen Agents**:
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- User Proxy Agent: Represents the user in the conversation.
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- Hospital Assistant Agent: Provides responses to user queries.
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2. **Content Moderation**:
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- Uses the Mixtral-8x7b-32768 model to check for inappropriate content.
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- Ensures queries are safe and relevant before processing.
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3. **Query Handling**:
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- Sanitizes user input to remove potential security risks.
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- Processes queries using the Hospital Assistant Agent.
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- Tracks token usage for each query.
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### Frontend (`hospital_query_ui.py`)
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The frontend is built using Gradio, providing a web-based user interface. Features include:
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1. **Chat Interface**:
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- Displays conversation history.
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- Allows users to input queries easily.
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2. **Token Usage Display**:
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- Shows tokens used in the last query.
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- Displays total tokens used in the session.
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3. **Clear Functionality**:
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- Allows users to reset the conversation and token counters.
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## Setup and Installation
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1. Clone the repository:
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```
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git clone https://github.com/vpingale077/hospital-query-assistant.git
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```
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2. Install required dependencies:
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```
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pip install -r requirements.txt
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```
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3. Set up environment variables:
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- Create a `.env` file in the project root.
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- Add your GroqCloud API key:
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```
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GROQ_API_KEY=your_api_key_here
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```
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4. Run the application:
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```
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python hospital_query_ui.py
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```
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## Usage
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1. Launch the application using the command above.
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2. Open the provided URL in your web browser.
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3. Type your hospital-related query in the input box and press Enter.
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4. View the assistant's response in the chat interface.
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5. Check token usage information on the right side of the interface.
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## Note
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This assistant is designed for general information purposes only and should not be used for personal medical advice or diagnoses.
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## License
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[MIT License](LICENSE)
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title: HospitalAssitant
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emoji: 🐨
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colorFrom: red
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colorTo: yellow
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sdk: gradio
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sdk_version: 5.1.0
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app_file: app.py
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pinned: false
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license: mit
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short_description: Hospital Query Assistant using AutoGen and GroqCloud API
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