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import logging
import os
from langchain_groq import ChatGroq
def initialize_llm():
os.environ["GROQ_API_KEY"] = "your_groq_api_key"
model_name = "llama3-8b-8192"
llm = ChatGroq(model=model_name, temperature=0.7)
logging.info(f'Generation LLM {model_name} initialized')
return llm
def initialize_validation_llm():
os.environ["GROQ_API_KEY"] = "your_groq_api_key"
model_name = "llama-3.1-8b-instant"
llm = ChatGroq(model=model_name, temperature=0.7)
logging.info(f'Validation LLM {model_name} initialized')
return llm |