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/* eslint-disable no-useless-escape */ | |
const axios = require('axios'); | |
const { Tool } = require('langchain/tools'); | |
class WolframAlphaAPI extends Tool { | |
constructor(fields) { | |
super(); | |
this.name = 'wolfram'; | |
this.apiKey = fields.WOLFRAM_APP_ID || this.getAppId(); | |
this.description = `Access computation, math, curated knowledge & real-time data through wolframAlpha. | |
- Understands natural language queries about entities in chemistry, physics, geography, history, art, astronomy, and more. | |
- Performs mathematical calculations, date and unit conversions, formula solving, etc. | |
General guidelines: | |
- Make natural-language queries in English; translate non-English queries before sending, then respond in the original language. | |
- Inform users if information is not from wolfram. | |
- ALWAYS use this exponent notation: "6*10^14", NEVER "6e14". | |
- Your input must ONLY be a single-line string. | |
- ALWAYS use proper Markdown formatting for all math, scientific, and chemical formulas, symbols, etc.: '$$\n[expression]\n$$' for standalone cases and '\( [expression] \)' when inline. | |
- Format inline wolfram Language code with Markdown code formatting. | |
- Convert inputs to simplified keyword queries whenever possible (e.g. convert "how many people live in France" to "France population"). | |
- Use ONLY single-letter variable names, with or without integer subscript (e.g., n, n1, n_1). | |
- Use named physical constants (e.g., 'speed of light') without numerical substitution. | |
- Include a space between compound units (e.g., "Ω m" for "ohm*meter"). | |
- To solve for a variable in an equation with units, consider solving a corresponding equation without units; exclude counting units (e.g., books), include genuine units (e.g., kg). | |
- If data for multiple properties is needed, make separate calls for each property. | |
- If a wolfram Alpha result is not relevant to the query: | |
-- If wolfram provides multiple 'Assumptions' for a query, choose the more relevant one(s) without explaining the initial result. If you are unsure, ask the user to choose. | |
- Performs complex calculations, data analysis, plotting, data import, and information retrieval.`; | |
// - Please ensure your input is properly formatted for wolfram Alpha. | |
// -- Re-send the exact same 'input' with NO modifications, and add the 'assumption' parameter, formatted as a list, with the relevant values. | |
// -- ONLY simplify or rephrase the initial query if a more relevant 'Assumption' or other input suggestions are not provided. | |
// -- Do not explain each step unless user input is needed. Proceed directly to making a better input based on the available assumptions. | |
// - wolfram Language code is accepted, but accepts only syntactically correct wolfram Language code. | |
} | |
async fetchRawText(url) { | |
try { | |
const response = await axios.get(url, { responseType: 'text' }); | |
return response.data; | |
} catch (error) { | |
console.error(`Error fetching raw text: ${error}`); | |
throw error; | |
} | |
} | |
getAppId() { | |
const appId = process.env.WOLFRAM_APP_ID || ''; | |
if (!appId) { | |
throw new Error('Missing WOLFRAM_APP_ID environment variable.'); | |
} | |
return appId; | |
} | |
createWolframAlphaURL(query) { | |
// Clean up query | |
const formattedQuery = query.replaceAll(/`/g, '').replaceAll(/\n/g, ' '); | |
const baseURL = 'https://www.wolframalpha.com/api/v1/llm-api'; | |
const encodedQuery = encodeURIComponent(formattedQuery); | |
const appId = this.apiKey || this.getAppId(); | |
const url = `${baseURL}?input=${encodedQuery}&appid=${appId}`; | |
return url; | |
} | |
async _call(input) { | |
try { | |
const url = this.createWolframAlphaURL(input); | |
const response = await this.fetchRawText(url); | |
return response; | |
} catch (error) { | |
if (error.response && error.response.data) { | |
console.log('Error data:', error.response.data); | |
return error.response.data; | |
} else { | |
console.log('Error querying Wolfram Alpha', error.message); | |
// throw error; | |
return 'There was an error querying Wolfram Alpha.'; | |
} | |
} | |
} | |
} | |
module.exports = WolframAlphaAPI; | |