from langchain_core.tools import tool from langchain_community.tools import DuckDuckGoSearchRun, WikipediaQueryRun from langchain_community.utilities import DuckDuckGoSearchAPIWrapper, WikipediaAPIWrapper duckduckapi = DuckDuckGoSearchAPIWrapper(max_results=10) duckduckgo_search = DuckDuckGoSearchRun(api_wrapper=duckduckapi) wikipediapi = WikipediaAPIWrapper(top_k_results=5) wikipedia_search = WikipediaQueryRun(api_wrapper=wikipediapi) TOOLMAP = {"duckduckgo_search": duckduckgo_search, "wikipedia_search": wikipedia_search}