Spaces:
Running
Running
| 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): | |
| 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}" |