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Create app.py

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  1. app.py +34 -0
app.py ADDED
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+ # Import necessary libraries
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+ import gradio as gr
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+ import google.generativeai as genai
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+
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+ # Configure Google API
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+ GOOGLE_API_KEY = 'AIzaSyAukxtFZ2tp0t9Xx-Fa0m3778xpoKEVuTY'
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+ genai.configure(api_key=GOOGLE_API_KEY)
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+
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+ # Initialize the generative model
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+ model = genai.GenerativeModel('gemini-1.5-flash')
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+
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+ # Upload the local .txt file
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+ myfile = genai.upload_file(path="./Pride and Prejudice.txt", display_name="novel.txt", mime_type="text/plain")
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+
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+ # Function to handle user input and generate a response
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+ def generate_response(user_question):
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+ prompt = f"{user_question}"
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+
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+ # Generate content using the model
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+ response = model.generate_content([prompt, myfile])
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+ return response.text
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+
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+ # Create a Gradio interface
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+ interface = gr.Interface(
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+ fn=generate_response, # Function to call
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+ inputs=gr.inputs.Textbox(label="Ask a question about Pride and Prejudice:"), # User input
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+ outputs=gr.outputs.Textbox(label="Response from the novel:"), # Output display
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+ title="Pride and Prejudice Q&A", # Title of the app
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+ description="Ask any question about 'Pride and Prejudice' and get a detailed response!"
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+ )
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+
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+ # Launch the app
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+ if __name__ == "__main__":
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+ interface.launch()