import os
import openai
import logging

client = openai.OpenAI(
    base_url="https://api.groq.com/openai/v1",
    api_key=os.getenv("GROQ_API_KEY")
)

def verify_question(question, correct_option):
    
    verification_prompt = (f"Verify if the following question and correct option are appropriate:\n\n"
                           f"Question: {question}\n"
                           f"Correct Option: {correct_option}\n"
                           f"Please respond with 'valid' only if the question and option are correct, "
                           f"and provide feedback if they are not. "
                           f"Also assign a difficulty level (Easy, Medium, or Hard) using these parameters:\n"
                           f"- Concept Complexity\n"
                           f"- Application Level\n"
                           f"- Ambiguity\n"
                           f"- Time Requirement\n"
                           f"- Prerequisite Knowledge\n"
                           f"Respond in the following format:\n"
                           f"Validation: [valid/invalid]\n"
                           f"Feedback: [Feedback message or N/A]\n"
                           f"Difficulty: [Easy/Medium/Hard]\n")

                                   

    try:
        response = client.chat.completions.create(
            model="llama-3.3-70b-versatile",
            messages=[
                {"role": "system", "content": "You are a quiz verification assistant."},
                {"role": "user", "content": verification_prompt}
            ],
            temperature=0.5,
            max_tokens=1024,
            top_p=1,
            stop=None,
            stream=False
        )

        result = response.choices[0].message.content.strip()
        lines = result.split(",")
        validation = lines[0].split(":")[1].strip().lower()
        feedback = lines[1].split(":")[1].strip()
        difficulty = lines[2].split(":")[1].strip()

        return validation, feedback, difficulty
    except Exception as e:
        logging.error(f"Error verifying question: {e}")
        return "error", "N/A", "N/A"