import os
import openai


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



def generate_ques(theme):
    
    ques_prompt = (
   f"Generate a unique, factually accurate quiz question on the theme of {theme}. Make the question as innovative as possible so that it doesn't get repeated.\n"
f"Ensure that:\n"
f"1. The question is factually accurate, unique, and not similar to previous questions.\n"
f"2. All options are clearly labeled as A, B, C, and D.\n"
f"3. The correct answer is accurate and clearly marked.\n"
f"4. Assign a difficulty level (Easy, Medium, or Hard) to the question.\n"
f"   Evaluate the difficulty using the following weighted criteria (total score out of 10):\n"
f"   - Concept Complexity (30%):\n"
f"     * 1 = Basic, 2 = Intermediate, 3 = Advanced\n"
f"   - Application Level (25%):\n"
f"     * 1 = Pure recall, 2 = Application-based, 3 = Higher-order thinking\n"
f"   - Ambiguity (15%):\n"
f"     * 1 = Clear and straightforward, 2 = Moderate trickiness, 3 = Ambiguous or misleading\n"
f"   - Time Requirement (15%):\n"
f"     * 1 = <15 seconds, 2 = 15–45 seconds, 3 = >45 seconds to solve\n"
f"   - Prerequisite Knowledge (15%):\n"
f"     * 1 = None or very basic, 2 = Requires some prior understanding, 3 = Requires strong foundational knowledge\n"
f"   Calculate the total weighted score and assign difficulty as follows:\n"
f"     * 1.0 - 3.5  = Easy\n"
f"     * 3.6 - 6.5  = Medium\n"
f"     * 6.6 - 10.0 = Hard\n\n"
f"Format the response exactly as follows:\n"
f"Question: [Your question here]\n"
f"A) [Option A]\n"
f"B) [Option B]\n"
f"C) [Option C]\n"
f"D) [Option D]\n"
f"Correct answer: [Correct option letter]\n"
f"Difficulty level: [Easy/Medium/Hard]\n\n"
f"total weighted score: [Total score out of 10]\n\n"
f"Do not include any explanations or comments outside of this format."
    )


   
    response = client.chat.completions.create(
        model="llama-3.3-70b-versatile",  
        messages=[
            {
                "role": "system",
                "content": "You are a helpful assistant who generates quizzes."
            },
            {
                "role": "user",
                "content": ques_prompt
            }
        ],
        temperature=0.5,  
        max_tokens=1024,
        top_p=1,
        stop=None,
        stream=False
    )
    
    return response.choices[0].message.content








#theme = "History"
#print(generate_ques(theme))