import gradio as gr from langchain.tools import Tool from langchain_community.utilities import GoogleSearchAPIWrapper import os os.environ["GOOGLE_CSE_ID"] = "222a4a8ae035a4d1d" os.environ["GOOGLE_API_KEY"] = "AIzaSyBxEUXINrQ313UZbgHEQXZSvTNADgOv9K0" def get_search(query:str="", k:int=1): search = GoogleSearchAPIWrapper(k=k) def search_results(query): return search.results(query, k) tool = Tool( name="Google Search Snippets", description="Search Google for recent results.", func=search_results, ) ref_text = tool.run(query) return ref_text def search(query:str): search_result = get_search(query,1)[0] title = search_result['title'] link = search_result['link'] return_str = f"""title: {title}\nlink: {link}""" return return_str demo = gr.Interface(fn=search, inputs="textbox", outputs="textbox") if __name__ == "__main__": demo.launch()