mibrahimzia commited on
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Create app.py

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  1. app.py +23 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ # Load the model pipeline
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+ generator = pipeline("text-generation", model="mistralai/Mistral-7B-Instruct-v0.1")
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+
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+ # Define the function to generate proposal text
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+ def generate_proposal(client_description):
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+ prompt = f"Generate a professional project proposal based on the following client request:\n\n{client_description}\n\nProposal:"
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+ result = generator(prompt, max_length=512, do_sample=True, temperature=0.7)
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+ return result[0]['generated_text']
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+
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+ # Build the Gradio interface
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+ iface = gr.Interface(
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+ fn=generate_proposal,
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+ inputs=gr.Textbox(label="Client Requirement", placeholder="Describe the project or client needs here...", lines=5),
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+ outputs=gr.Textbox(label="Generated Proposal", lines=15),
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+ title="AI Proposal Generator",
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+ description="This app uses Mistral-7B to generate business proposals based on client input."
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+ )
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+
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+ # Launch the app
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+ iface.launch()