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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() | |