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Browse files- app_apr.py +58 -0
app_apr.py
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import os
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from openai import OpenAI
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client = OpenAI(api_key=os.environ.get("OPENAI_API_KEY"))
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import gradio as gr
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# Set OpenAI API key from environment variable
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# Function to generate customized career advice
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def generate_career_advice(field, position_name, current_qualifications, likes, skills):
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# Craft the prompt for the OpenAI model
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prompt = f"""You are a career advisor AI. Provide customized career advice using the following details:
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- Desired Career Field: {field}
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- Dream Job: {position_name}
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- Current Qualifications: {current_qualifications}
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- Likes: {likes}
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- Skills: {skills}
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Include:
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- Suitable career paths that are a good fit and in demand.
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- Additional requirements such as qualifications, new skills to acquire, courses, training, or certifications to pursue.
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- How to build experience, through internships, apprenticeships, volunteering, etc., as applicable.
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- Tips on networking and gaining experience.
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Be concise and limit your response to 1024 tokens or less."""
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# Call the OpenAI API
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try:
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response = client.chat.completions.create(model="gpt-4o-mini", # Use "gpt-3.5-turbo" if desired
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messages=[
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{"role": "system", "content": "You are a helpful and knowledgeable career advisor."},
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{"role": "user", "content": prompt},
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],
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max_tokens=512,
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temperature=0.7)
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# Extract the response text
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career_advice = response.choices[0].message.content.strip()
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except Exception as e:
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career_advice = f"An error occurred: {str(e)}"
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return career_advice
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# Create Gradio interface for the career advice application
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career_advice_app = gr.Interface(
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fn=generate_career_advice,
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allow_flagging="never",
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inputs=[
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gr.Textbox(label="Desired Career Field", placeholder="Enter the field you're interested in (e.g., healthcare, trades, IT, ...) or type 'not sure'."),
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gr.Textbox(label="Your Dream Job", placeholder="Enter your dream job (e.g., software developer, plumber, digital marketing specialist, ...) or type 'not sure'."),
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gr.Textbox(label="Current Qualifications and Certifications", placeholder="Enter your qualifications (e.g., studying at high school, college business diploma, ...)"),
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gr.Textbox(label="Likes", placeholder="Enter things you like (e.g., helping people, working with my hands, solving puzzels, caring for animals, building things, etc.)", lines=2),
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gr.Textbox(label="Skills", placeholder="Enter your skills (e.g., math, science, languages, working with tools, ...)", lines=2),
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],
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outputs=gr.Textbox(label="Customized Career Advice", lines=25),
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title="Customized AI-Powered Career Advice",
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description="This app provides AI-powered customized career advice based on your input. Powered by OpenAI GPT 4. Developed by wn. Disclaimer: AI can make mistakes. Use with caution at your own risk!",
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)
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# Launch the application
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career_advice_app.launch(server_name="0.0.0.0", debug=True, share=True)
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