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import gradio as gr
from langchain_community.document_loaders import WebBaseLoader
from mychain import myChain
from myportfolio import myPortfolio
from utils import cleaned_JD_page
def generate_email(url_input, llm, portfolio, cleaned_JD_page):
try:
loader = WebBaseLoader([url_input])
data = cleaned_JD_page(loader.load().pop().page_content)
portfolio.load_portfolio()
jobs = llm.extract_jobs_postings(data)
emails = []
for job in jobs:
skills = job.get('skills', [])
links = portfolio.query_links(skills)
email = llm.create_email(job, links)
emails.append(email)
return '\n\n'.join(emails)
except Exception as e:
return f"An Error Occurred: {e}"
def create_gradio_app():
chain = myChain()
portfolio = myPortfolio()
# Use gr.Textbox for both inputs and outputs
url_input = gr.Textbox(label="Enter the JD Page URL")
email_output = gr.Textbox(label="Generated Cold Email")
iface = gr.Interface(
fn=lambda url: generate_email(url, chain, portfolio, cleaned_JD_page),
inputs=url_input,
outputs=email_output,
title="🖋️ cold-email-crafter (by @himanshustwts)",
description="Generate cold emails based on job descriptions."
)
iface.launch(share=True)
if __name__ == "__main__":
create_gradio_app()