model_config.py

from groq import Groq

def get_model():
    client = Groq(api_key="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")  # Replace with your actual key

    def generate(text):
        try:
            # Ensure text doesn't exceed token limits (approx 4 chars per token)
            if len(text) > 24000:  # Conservative limit (6000 tokens * 4 chars)
                text = text[:24000] + "...[content truncated due to length]"
                
            response = client.chat.completions.create(
                model="llama3-8b-8192",
                messages=[{"role": "user", "content": text}],
                max_tokens=2000  # Set a max output token limit
            )
            return response.choices[0].message.content
        except Exception as e:
            return f"Error generating response: {str(e)}"

    return generate