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Create app.py
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app.py
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import os
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import gradio as gr
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from groq import Groq
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client = Groq(
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api_key=os.environ.get("GROQ_API_KEY"),
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)
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def structure_info(info):
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prompt = f"Please just structure and summarize the following information about a person or company and just simply give the result directly: {info}"
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chat_completion = client.chat.completions.create(
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messages=[
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{
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"role": "user",
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"content": prompt,
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}
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],
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model="llama-3.1-8b-instant",
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)
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return chat_completion.choices[0].message.content
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def generate_email(sender_name, email_subject, recipient, structured_info):
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prompt = f"""I'm {sender_name}. Write a personalized email to {recipient} about {email_subject} which will be personalized to {recipient} by understanding {structured_info}. The email should introduce the sender, briefly describe the subject, and highlight its key benefits or relevance to the recipient's profile or company."""
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chat_completion = client.chat.completions.create(
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messages=[
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{
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"role": "user",
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"content": prompt,
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}
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],
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model="llama-3.1-8b-instant",
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)
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return chat_completion.choices[0].message.content
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def email_interface(name, subject, recipient, recipient_info):
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structured_info = structure_info(recipient_info)
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return generate_email(name, subject, recipient, structured_info)
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demo = gr.Interface(
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fn=email_interface,
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inputs=[
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gr.Textbox(label="Your Name"),
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gr.Textbox(label="Email Subject"),
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gr.Textbox(label="Recipient Name/Company"),
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gr.Textbox(label="Recipient Information (e.g., Name, Motive, What they do)")
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],
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outputs="text",
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title="EmailGenie",
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description="Generate a personalized email based on recipient information",
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examples=[
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["John Doe", "Collaboration on AI Project", "TechCorp", "TechCorp is a leading AI research company focused on developing cutting-edge machine learning algorithms."],
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["Jane Smith", "AI Workshop Invitation", "Dr. Alex Johnson", "Dr. Alex Johnson is a renowned AI researcher specializing in natural language processing at Stanford University."]
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]
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)
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if __name__ == "__main__":
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demo.launch()
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