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Create app.py
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app.py
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import openai
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from dotenv import load_dotenv
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import os
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import gradio as gr
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import time
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from selenium import webdriver
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from selenium.webdriver.common.by import By
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from selenium.webdriver.common.keys import Keys
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from selenium.webdriver.chrome.service import Service
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from selenium.webdriver.chrome.options import Options
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from selenium.webdriver.common.action_chains import ActionChains
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# Load environment variables
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load_dotenv()
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# Set up OpenAI API key
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openai.api_key = os.getenv("OPENAI_API_KEY")
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# Function to generate cover letters
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def generate_cover_letter(job_desc, resume):
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prompt = f"""
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Write a personalized cover letter for the following job description:\n{job_desc}\n
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Based on this resume:\n{resume}
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"""
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response = openai.Completion.create(
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engine="text-davinci-003", # You can use GPT-3 or any available OpenAI model
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prompt=prompt,
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max_tokens=300,
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temperature=0.7,
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)
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return response.choices[0].text.strip()
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# Function to automate LinkedIn application (login, navigate, apply)
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def apply_on_linkedin(job_url, resume, cover_letter):
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# Set up selenium WebDriver options
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chrome_options = Options()
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chrome_options.add_argument("--headless") # Run headless to avoid opening a browser window
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# Set up WebDriver and go to LinkedIn login page
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driver = webdriver.Chrome(service=Service("path_to_chromedriver"), options=chrome_options)
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driver.get("https://www.linkedin.com/login")
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# Log into LinkedIn
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driver.find_element(By.ID, "username").send_keys(os.getenv("LINKEDIN_EMAIL"))
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driver.find_element(By.ID, "password").send_keys(os.getenv("LINKEDIN_PASSWORD"))
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driver.find_element(By.XPATH, '//button[@type="submit"]').click()
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time.sleep(3) # Wait for login to complete
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# Navigate to job application page
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driver.get(job_url)
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time.sleep(3)
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# Apply if Easy Apply is available
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try:
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apply_button = driver.find_element(By.CLASS_NAME, "jobs-apply-button")
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apply_button.click()
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time.sleep(2)
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# Fill in the application form (this can be customized)
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resume_input = driver.find_element(By.NAME, "resume")
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resume_input.send_keys(resume) # Path to your resume (can also upload file here)
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cover_letter_input = driver.find_element(By.NAME, "cover-letter")
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cover_letter_input.send_keys(cover_letter) # Paste generated cover letter
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submit_button = driver.find_element(By.XPATH, "//button[@aria-label='Submit application']")
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submit_button.click()
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return "Application submitted successfully!"
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except Exception as e:
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return f"Error applying: {str(e)}"
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finally:
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driver.quit()
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# Function for the Gradio interface
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def job_app_bot(job_desc, resume):
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cover_letter = generate_cover_letter(job_desc, resume)
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job_url = "https://www.linkedin.com/jobs/view/some-job-id" # Example job URL
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application_status = apply_on_linkedin(job_url, resume, cover_letter)
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return cover_letter, application_status
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# Create Gradio interface
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interface = gr.Interface(
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fn=job_app_bot,
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inputs=["text", "text"], # Inputs: job description, resume
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outputs=["text", "text"], # Outputs: generated cover letter, application status
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live=True
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)
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# Launch the interface
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if __name__ == "__main__":
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interface.launch()
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