core/note_generator.py

from langchain_groq import ChatGroq
from langchain.prompts import PromptTemplate

class NoteGenerator:
    def __init__(self, api_key):
        self.llm = ChatGroq(
            temperature=0.7,
            groq_api_key=api_key,
            model_name="llama2-70b-4096"  # Groq currently supports Llama2, not Llama3
        )
        
        self.note_prompt = PromptTemplate(
            input_variables=["content"],
            template="""
            Create detailed, structured notes from the following content:
            {content}
            
            Format the notes with:
            1. Main topics and subtopics
            2. Key points and definitions
            3. Important examples
            4. Summary
            """
        )
        
        self.chain = self.note_prompt | self.llm
    
    def generate_notes(self, content):
        return self.chain.invoke({"content": content}).content