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| import os | |
| import openai | |
| import gradio as gr | |
| # Set OpenAI API key from environment variable | |
| openai.api_key = os.environ.get("OPENAI_API_KEY") | |
| # 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 = openai.ChatCompletion.create( | |
| model="gpt-4", # 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 or type 'not sure'."), | |
| gr.Textbox(label="Your Dream Job", placeholder="Enter your dream job or type 'not sure'."), | |
| gr.Textbox(label="Current Qualifications and Certifications", placeholder="Enter your qualifications..."), | |
| gr.Textbox(label="Likes", placeholder="Enter things you like (e.g., helping others, working with hands)...", lines=10), | |
| gr.Textbox(label="Skills", placeholder="Enter your skills (e.g., math, science, languages)...", lines=10), | |
| ], | |
| outputs=gr.Textbox(label="Customized Career Advice"), | |
| title="Customized AI-Powered Career Advice", | |
| description="This app provides AI-powered customized career advice based on your input. Note: even AI can make mistakes!", | |
| ) | |
| # Launch the application | |
| career_advice_app.launch(server_name="0.0.0.0", debug=True, server_port=7860, share=True) | |