src/services/use_case_one/word_to_sentence.py

"""
project @ LearnableAI
created @ 2025-01-16
author  @ github.com/ishworrsubedii
"""
import os
from typing import List, Dict

from groq import Groq


class UseCaseOne:
    def __init__(self, client):
        self.client = client

    def generate_educational_content(self, interest: str, difficulties: str, words: List[str]) -> Dict:
        prompt = f"""
        # 🎯 Learning Content Generator

        ## 📝 Input Parameters
        - **Interest Area:** {interest} 
        - **Target Words:** {', '.join(words)}
        - **Difficulty Level:** {difficulties}

        ## ✨ Content Requirements

        ### 1. 📖 Creative Sentences
        - Must use target words naturally
        - Must relate to {interest}
        - Must match {difficulties} difficulty level
        - Should be engaging and educational

        ### 2. 🤔 Quiz Questions
        - Must test word understanding
        - Must be multiple choice
        - Must have clear correct answers
        - Must relate to {interest}

        ### 3. 🎨 Image Generation Prompt
        - Must incorporate target words
        - Must be detailed for AI generation
        - Must be creative and engaging
        - Must relate to {interest}

        ### 4. 🎮 Activities
        - Must be simple and engaging
        - Must reinforce target words
        - Must match {difficulties} level
        - Must relate to {interest}

        ## 🎁 Output Format

        ### 📚 Sentences
        1. [First creative sentence]
        2. [Second creative sentence]
        3. [Third creative sentence]

        ### ❓ Quiz
        **Question 1**
        [Question text]
        - A) [Option]
        - B) [Option]
        - C) [Option]
        - D) [Option]

        *Correct Answer: [A/B/C/D]*

        **Question 2**
        [Question text]
        - A) [Option]
        - B) [Option]
        - C) [Option]
        - D) [Option]

        *Correct Answer: [A/B/C/D]*

        ### 🎯 Activities
        1. [Detailed description of first activity]
        2. [Detailed description of second activity]

        ### 🖼️ Image Generation Prompt
        [Detailed scene description incorporating target words]

        ---
        *Note: All content should be accessible and engaging for children with learning difficulties.* ✨
        """

        try:
            completion = self.client.chat.completions.create(
                messages=[{
                    "role": "system",
                    "content": "You are an expert in creating educational content for children with ADHD. and you need to generate some educational content for children to understand the concept of the given words."
                },
                    {
                        "role": "user",
                        "content": prompt
                    }],
                model="deepseek-r1-distill-llama-70b",
                temperature=1.0,  # if increase temperature, it will generate more creative content
                max_tokens=2000,
                top_p=1,
                stream=False
            )

            return completion.choices[0].message.content

        except Exception as e:
            return {
                "error": f"Error generating content: {str(e)}",
                "status": "failed"
            }


if __name__ == '__main__':
    client = Groq(api_key=os.getenv
    ('GROQ_API_KEY'))
    use_case_one = UseCaseOne(client=client)
    result = use_case_one.generate_educational_content(
        interest="spiderman",
        difficulties="simple",
        words=["apple", "banana", "orange"]
    )
    print(result)