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import logging
import os
from langchain_groq import ChatGroq
def initialize_generation_llm(input_model_name):
api_key = os.getenv("GROQ_API_KEY") # Fetch from environment
if not api_key:
raise ValueError("GROQ_API_KEY is not set. Please add it in Hugging Face Secrets.")
os.environ["GROQ_API_KEY"] = api_key # Explicitly set it
model_name = input_model_name
llm = ChatGroq(model=model_name, temperature=0.7)
llm.name = model_name
logging.info(f'Generation LLM {model_name} initialized')
return llm
def initialize_validation_llm(input_model_name):
api_key = os.getenv("GROQ_API_KEY") # Fetch from environment
if not api_key:
raise ValueError("GROQ_API_KEY is not set. Please add it in Hugging Face Secrets.")
os.environ["GROQ_API_KEY"] = api_key # Explicitly set it
model_name = input_model_name
llm = ChatGroq(model=model_name, temperature=0.7)
llm.name = model_name
logging.info(f'Validation LLM {model_name} initialized')
return llm |