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)