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- """
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- Gradio Web Interface for Boston School Chatbot
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-
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- This script creates a web interface for your chatbot using Gradio.
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- You only need to implement the chat function.
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-
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- Key Features:
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- - Creates a web UI for your chatbot
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- - Handles conversation history
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- - Provides example questions
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- - Can be deployed to Hugging Face Spaces
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-
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- Example Usage:
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- # Run locally:
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- python app.py
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-
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- # Access in browser:
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- # http://localhost:7860
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- """
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-
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- import gradio as gr
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- from src.model import load_model
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- from src.chat import SchoolChatbot
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-
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- def create_chatbot():
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- """
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- Creates and configures the chatbot interface.
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- """
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- model, tokenizer = load_model()
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- chatbot = SchoolChatbot(model, tokenizer)
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-
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- def chat(message, history):
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- """
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- TODO:Generate a response for the current message in a Gradio chat interface.
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-
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- This function is called by Gradio's ChatInterface every time a user sends a message.
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- You only need to generate and return the assistant's response - Gradio handles the
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- chat display and history management automatically.
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-
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- Args:
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- message (str): The current message from the user
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- history (list): List of previous message pairs, where each pair is
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- [user_message, assistant_message]
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- Example:
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- [
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- ["What schools offer Spanish?", "The Hernandez School..."],
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- ["Where is it located?", "The Hernandez School is in Roxbury..."]
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- ]
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-
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- Returns:
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- str: The assistant's response to the current message.
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-
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-
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- Note:
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- - Gradio automatically:
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- - Displays the user's message
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- - Displays your returned response
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- - Updates the chat history
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- - Maintains the chat interface
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- - You only need to:
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- - Generate an appropriate response to the current message
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- - Return that response as a string
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- """
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- # TODO: Generate and return response
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- try:
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- # Generate response using our chatbot
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- response = chatbot.get_response(message)
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- return response
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-
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- except Exception as e:
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- return f"I apologize, but I encountered an error. Please try again. Error: {str(e)}"
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-
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-
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- # Create Gradio interface. Customize the interface as you'd like!
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- demo = gr.ChatInterface(
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- chat,
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- title="Boston Public School Selection Assistant",
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- description="Ask me anything about Boston public schools!",
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- examples=[
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- "I live in Jamaica Plain and want to send my child to kindergarten. What schools are available?"
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- ]
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- )
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-
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- return demo
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-
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- if __name__ == "__main__":
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- demo = create_chatbot()
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- demo.launch()