import os from langchain_groq import ChatGroq def get_llm(): """ Returns the language model instance (LLM) using ChatGroq API. The LLM used is Llama 3.3 with a versatile 70 billion parameter model. """ api_key = os.getenv("CHAT_GROQ_API_KEY") if not api_key: raise ValueError("Please set the CHAT_GROQ_API_KEY environment variable.") llm = ChatGroq( model="llama-3.3-70b-versatile", temperature=0, max_tokens=1024, api_key=api_key ) return llm