""" Adapted from https://github.com/venuv/langchain_yt_tools CustomYTSearchTool searches YouTube videos related to a person and returns a specified number of video URLs. Input to this tool should be a comma separated list, - the first part contains a person name - and the second(optional) a number that is the maximum number of video results to return """ import json from typing import Optional from langchain_core.callbacks import CallbackManagerForToolRun from langchain_community.tools import BaseTool class YouTubeSearchTool(BaseTool): """Tool that queries YouTube.""" name: str = "youtube_search" description: str = ( "search for youtube videos associated with a person. " "the input to this tool should be a comma separated list, " "the first part contains a person name and the second a " "number that is the maximum number of video results " "to return aka num_results. the second part is optional" ) def _search(self, person: str, num_results: int) -> str: from youtube_search import YoutubeSearch results = YoutubeSearch(person, num_results).to_json() data = json.loads(results) url_suffix_list = [ "https://www.youtube.com" + video["url_suffix"] for video in data["videos"] ] return str(url_suffix_list) def _run( self, query: str, run_manager: Optional[CallbackManagerForToolRun] = None, ) -> str: """Use the tool.""" values = query.split(",") person = values[0] if len(values) > 1: num_results = int(values[1]) else: num_results = 2 return self._search(person, num_results)