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