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🔍 feat: Add Google Search Tool for Assistants (#1994)
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3 changed files with 66 additions and 122 deletions
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@ -1,121 +0,0 @@
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const { google } = require('googleapis');
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const { Tool } = require('langchain/tools');
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const { logger } = require('~/config');
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/**
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* Represents a tool that allows an agent to use the Google Custom Search API.
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* @extends Tool
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*/
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class GoogleSearchAPI extends Tool {
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constructor(fields = {}) {
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super();
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this.cx = fields.GOOGLE_CSE_ID || this.getCx();
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this.apiKey = fields.GOOGLE_API_KEY || this.getApiKey();
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this.customSearch = undefined;
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}
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/**
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* The name of the tool.
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* @type {string}
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*/
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name = 'google';
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/**
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* A description for the agent to use
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* @type {string}
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*/
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description =
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'Use the \'google\' tool to retrieve internet search results relevant to your input. The results will return links and snippets of text from the webpages';
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description_for_model =
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'Use the \'google\' tool to retrieve internet search results relevant to your input. The results will return links and snippets of text from the webpages';
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getCx() {
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const cx = process.env.GOOGLE_CSE_ID || '';
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if (!cx) {
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throw new Error('Missing GOOGLE_CSE_ID environment variable.');
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}
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return cx;
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}
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getApiKey() {
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const apiKey = process.env.GOOGLE_API_KEY || '';
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if (!apiKey) {
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throw new Error('Missing GOOGLE_API_KEY environment variable.');
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}
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return apiKey;
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}
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getCustomSearch() {
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if (!this.customSearch) {
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const version = 'v1';
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this.customSearch = google.customsearch(version);
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}
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return this.customSearch;
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}
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resultsToReadableFormat(results) {
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let output = 'Results:\n';
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results.forEach((resultObj, index) => {
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output += `Title: ${resultObj.title}\n`;
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output += `Link: ${resultObj.link}\n`;
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if (resultObj.snippet) {
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output += `Snippet: ${resultObj.snippet}\n`;
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}
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if (index < results.length - 1) {
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output += '\n';
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}
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});
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return output;
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}
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/**
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* Calls the tool with the provided input and returns a promise that resolves with a response from the Google Custom Search API.
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* @param {string} input - The input to provide to the API.
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* @returns {Promise<String>} A promise that resolves with a response from the Google Custom Search API.
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*/
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async _call(input) {
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try {
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const metadataResults = [];
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const response = await this.getCustomSearch().cse.list({
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q: input,
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cx: this.cx,
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auth: this.apiKey,
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num: 5, // Limit the number of results to 5
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});
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// return response.data;
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// logger.debug(response.data);
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if (!response.data.items || response.data.items.length === 0) {
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return this.resultsToReadableFormat([
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{ title: 'No good Google Search Result was found', link: '' },
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]);
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}
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// const results = response.items.slice(0, numResults);
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const results = response.data.items;
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for (const result of results) {
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const metadataResult = {
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title: result.title || '',
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link: result.link || '',
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};
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if (result.snippet) {
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metadataResult.snippet = result.snippet;
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}
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metadataResults.push(metadataResult);
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}
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return this.resultsToReadableFormat(metadataResults);
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} catch (error) {
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logger.error('[GoogleSearchAPI]', error);
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// throw error;
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return 'There was an error searching Google.';
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}
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}
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}
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module.exports = GoogleSearchAPI;
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@ -1,7 +1,6 @@
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const availableTools = require('./manifest.json');
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// Basic Tools
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const CodeBrew = require('./CodeBrew');
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const GoogleSearchAPI = require('./GoogleSearch');
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const WolframAlphaAPI = require('./Wolfram');
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const AzureAiSearch = require('./AzureAiSearch');
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const OpenAICreateImage = require('./DALL-E');
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@ -16,6 +15,7 @@ const CodeSherpa = require('./structured/CodeSherpa');
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const StructuredSD = require('./structured/StableDiffusion');
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const StructuredACS = require('./structured/AzureAISearch');
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const CodeSherpaTools = require('./structured/CodeSherpaTools');
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const GoogleSearchAPI = require('./structured/GoogleSearch');
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const StructuredWolfram = require('./structured/Wolfram');
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const TavilySearchResults = require('./structured/TavilySearchResults');
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const TraversaalSearch = require('./structured/TraversaalSearch');
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65
api/app/clients/tools/structured/GoogleSearch.js
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65
api/app/clients/tools/structured/GoogleSearch.js
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@ -0,0 +1,65 @@
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const { z } = require('zod');
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const { Tool } = require('@langchain/core/tools');
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const { getEnvironmentVariable } = require('@langchain/core/utils/env');
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class GoogleSearchResults extends Tool {
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static lc_name() {
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return 'GoogleSearchResults';
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}
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constructor(fields = {}) {
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super(fields);
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this.envVarApiKey = 'GOOGLE_API_KEY';
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this.envVarSearchEngineId = 'GOOGLE_CSE_ID';
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this.override = fields.override ?? false;
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this.apiKey = fields.apiKey ?? getEnvironmentVariable(this.envVarApiKey);
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this.searchEngineId =
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fields.searchEngineId ?? getEnvironmentVariable(this.envVarSearchEngineId);
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this.kwargs = fields?.kwargs ?? {};
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this.name = 'google';
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this.description =
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'A search engine optimized for comprehensive, accurate, and trusted results. Useful for when you need to answer questions about current events.';
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this.schema = z.object({
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query: z.string().min(1).describe('The search query string.'),
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max_results: z
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.number()
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.min(1)
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.max(10)
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.optional()
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.describe('The maximum number of search results to return. Defaults to 10.'),
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// Note: Google API has its own parameters for search customization, adjust as needed.
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});
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}
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async _call(input) {
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const validationResult = this.schema.safeParse(input);
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if (!validationResult.success) {
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throw new Error(`Validation failed: ${JSON.stringify(validationResult.error.issues)}`);
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}
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const { query, max_results = 5 } = validationResult.data;
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const response = await fetch(
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`https://www.googleapis.com/customsearch/v1?key=${this.apiKey}&cx=${
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this.searchEngineId
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}&q=${encodeURIComponent(query)}&num=${max_results}`,
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{
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method: 'GET',
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headers: {
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'Content-Type': 'application/json',
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},
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},
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);
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const json = await response.json();
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if (!response.ok) {
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throw new Error(`Request failed with status ${response.status}: ${json.error.message}`);
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}
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return JSON.stringify(json);
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}
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}
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module.exports = GoogleSearchResults;
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