import json import os import requests from langchain.tools import tool class SearchTools(): @tool("Search the internet") def search_internet(query): """Useful to search the internet about a a given topic and return relevant results""" top_result_to_return = 10 url = "https://google.serper.dev/search" payload = json.dumps({"q": query}) headers = { 'X-API-KEY': os.environ['SERPER_API_KEY'], 'content-type': 'application/json' } response = requests.request("POST", url, headers=headers, data=payload) # check if there is an organic key if 'organic' not in response.json(): return "Sorry, I couldn't find anything about that, there could be an error with you serper api key." else: results = response.json()['organic'] string = [] for result in results[:top_result_to_return]: try: string.append('\n'.join([ f"Title: {result['title']}", f"Link: {result['link']}", f"Snippet: {result['snippet']}", "\n-----------------" ])) except KeyError: next return '\n'.join(string)