import os from dotenv import load_dotenv from langchain_google_genai import ChatGoogleGenerativeAI load_dotenv() llm = ChatGoogleGenerativeAI( model="gemini-3-flash-preview", google_api_key=os.environ.get("Gemini_api_key_2") )