import os
import gradio as gr
from groq import Groq

client = Groq(
    api_key=os.environ.get("GROQ_API_KEY"),
)

def structure_info(info):
    prompt = f"Please just structure and summarize the following information about a person or company and just simply give the result directly: {info}"
    chat_completion = client.chat.completions.create(
        messages=[
            {
                "role": "user",
                "content": prompt,
            }
        ],
        model="llama-3.1-8b-instant",
    )
    return chat_completion.choices[0].message.content

def generate_email(sender_name, email_subject, recipient, structured_info):
    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."""
    
    chat_completion = client.chat.completions.create(
        messages=[
            {
                "role": "user",
                "content": prompt,
            }
        ],
        model="llama-3.1-8b-instant",
    )
    return chat_completion.choices[0].message.content

def email_interface(name, subject, recipient, recipient_info):
    structured_info = structure_info(recipient_info)
    return generate_email(name, subject, recipient, structured_info)

demo = gr.Interface(
    fn=email_interface,
    inputs=[
        gr.Textbox(label="Your Name"),
        gr.Textbox(label="Email Subject"),
        gr.Textbox(label="Recipient Name/Company"),
        gr.Textbox(label="Recipient Information (e.g., Name, Motive, What they do)")
    ],
    outputs="text",
    title="EmailGenie",
    description="Generate a personalized email based on recipient information",
    examples=[
        ["John Doe", "Collaboration on AI Project", "TechCorp", "TechCorp is a leading AI research company focused on developing cutting-edge machine learning algorithms."],
        ["Jane Smith", "AI Workshop Invitation", "Dr. Alex Johnson", "Dr. Alex Johnson is a renowned AI researcher specializing in natural language processing at Stanford University."]
    ]
)

if __name__ == "__main__":
    demo.launch()