from langchain_community.utilities import GoogleSerperAPIWrapper from langchain.agents import Tool import os search_tool = GoogleSerperAPIWrapper( serper_api_key=os.getenv("SERPER_API_KEY"), # add this to your .env k=3 # top-5 results ) serper_search_tool = Tool( name="Google Search", func=search_tool.run, description="Useful for answering questions by searching the web." )