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Update app.py
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app.py
CHANGED
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import os
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import gradio as gr
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from
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# Get the token from the environment variable set in HF Spaces
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hf_token = os.environ.get("HUGGINGFACE_TOKEN")
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# Model name
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model_name = "meta-llama/Llama-2-7b-chat-hf"
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# Create an
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def generate_text(prompt):
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def generate_email(industry, recipient_role, company_details):
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def refine_email(email, tone, context):
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# Gradio interface
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with gr.Blocks() as demo:
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with gr.Tab("Generate Email"):
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industry = gr.Textbox(label="Industry")
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recipient_role = gr.Textbox(label="Recipient Role")
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company_details = gr.Textbox(label="Company/Personal Details")
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generate_button = gr.Button("Generate Email")
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output = gr.Textbox(label="Generated Email")
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generate_button.click(generate_email, inputs=[industry, recipient_role, company_details], outputs=output)
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with gr.Tab("Refine Email"):
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email_input = gr.Textbox(label="Input Email")
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tone = gr.Dropdown(["Formal", "Casual", "Enthusiastic"], label="Desired Tone")
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context = gr.Textbox(label="Additional Context")
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refine_button = gr.Button("Refine Email")
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refined_output = gr.Textbox(label="Refined Email")
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refine_button.click(refine_email, inputs=[email_input, tone, context], outputs=refined_output)
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import os
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import gradio as gr
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from huggingface_hub import InferenceClient
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import logging
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# Set up logging
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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# Get the token from the environment variable set in HF Spaces
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hf_token = os.environ.get("HUGGINGFACE_TOKEN")
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if not hf_token:
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logger.error("HUGGINGFACE_TOKEN environment variable is not set")
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raise ValueError("HUGGINGFACE_TOKEN environment variable is not set")
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# Model name
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model_name = "meta-llama/Llama-2-7b-chat-hf"
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# Create an InferenceClient
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client = InferenceClient(model=model_name, token=hf_token)
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def generate_text(prompt):
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try:
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logger.info(f"Generating text for prompt: {prompt[:50]}...")
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response = client.text_generation(prompt, max_new_tokens=500, temperature=0.7)
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return response
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except Exception as e:
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logger.error(f"Error in generate_text: {str(e)}")
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return f"An error occurred: {str(e)}"
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def generate_email(industry, recipient_role, company_details):
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try:
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logger.info(f"Generating email for {industry}, {recipient_role}")
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prompt = f"Generate a personalized cold outreach email for a {recipient_role} in the {industry} industry. Company details: {company_details}"
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return generate_text(prompt)
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except Exception as e:
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logger.error(f"Error in generate_email: {str(e)}")
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return f"An error occurred in generate_email: {str(e)}"
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def refine_email(email, tone, context):
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try:
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logger.info(f"Refining email with tone: {tone}")
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prompt = f"Refine the following email to match a {tone} tone and consider this context: {context}\n\nEmail: {email}"
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return generate_text(prompt)
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except Exception as e:
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logger.error(f"Error in refine_email: {str(e)}")
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return f"An error occurred in refine_email: {str(e)}"
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# Gradio interface
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with gr.Blocks() as demo:
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with gr.Tab("Generate Email"):
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industry = gr.Textbox(label="Industry")
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recipient_role = gr.Textbox(label="Recipient Role")
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company_details = gr.Textbox(label="Company/Personal Details", lines=5)
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generate_button = gr.Button("Generate Email")
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output = gr.Textbox(label="Generated Email", lines=10)
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generate_button.click(generate_email, inputs=[industry, recipient_role, company_details], outputs=output)
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with gr.Tab("Refine Email"):
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email_input = gr.Textbox(label="Input Email", lines=10)
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tone = gr.Dropdown(["Formal", "Casual", "Enthusiastic"], label="Desired Tone")
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context = gr.Textbox(label="Additional Context", lines=3)
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refine_button = gr.Button("Refine Email")
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refined_output = gr.Textbox(label="Refined Email", lines=10)
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refine_button.click(refine_email, inputs=[email_input, tone, context], outputs=refined_output)
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