import os import requests from transformers import Tool class WolframAlpha(Tool): name = "wolfram_alpha" description = ("This is a tool that uses WolframAlpha to compute any mathematical query. It takes one input query, and returns a verbose result in xml format, which includes the solution.") inputs = ["query"] outputs = ["result"] def __init__(self, *args, **kwargs): self.base_url = 'http://api.wolframalpha.com/v2/query' self.app_id = os.environ.get('WOLFRAM_APP_ID') if self.app_id is None: raise ValueError("Please set the `WOLFRAM_APP_ID` as an environment variable in order to instantiate the Wolfram tool.\nTo do so, before instantiating the class, run:\nos.environ['WOLFRAM_APP_ID'] = 'YOUR_WOLFRAM_APP_ID'") print("Making sure APP_ID is valid... ", end="") dummy_params = { 'input': '1+1', 'output': 'xml', 'appid': self.app_id, } response = self.make_request(params=dummy_params) if "Invalid appid" in response: appid_url = 'https://developer.wolframalpha.com/portal/myapps/index.html' raise ValueError(f"Please set a valid `WOLFRAM_APP_ID` as an environment variable.\nWolframAlpha is not validating APP_ID: {self.app_id}\nTo get an APP_ID, go to:\n{appid_url}\nand click on [Get an AppID]") print("APP_ID validated! Tool ready to use.") def __call__(self, query, output='xml', pod_format='plaintext'): output_opts = ['xml','json'] format_opts = ['plaintext', 'image', 'image,imagemap', 'mathml', 'sound', 'wav'] if output not in output_opts: return f"{output} is not a correct output parameter! It must be one of these: {output_opts}" if pod_format not in format_opts: return f"{pod_format} is not a correct pod_format parameter! It must be one of these: {format_opts}" params = { 'input': query, 'output': output, 'appid': self.app_id, } response = self.make_request(params) return response def make_request(self, params): response = requests.get(self.base_url, params=params) if response.status_code == 200: if params['output'] == 'xml': return response.text elif params['output'] == 'json': # Remove unnecessary empty spaces return str(response.json()) else: return f"There was an error with the request, with response: {response}"