Nick: serper support
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@ -21,4 +21,5 @@ OPENAI_API_KEY= # add for LLM dependednt features (image alt generation, etc.)
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BULL_AUTH_KEY= #
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LOGTAIL_KEY= # Use if you're configuring basic logging with logtail
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PLAYWRIGHT_MICROSERVICE_URL= # set if you'd like to run a playwright fallback
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LLAMAPARSE_API_KEY= #Set if you have a llamaparse key you'd like to use to parse pdfs
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LLAMAPARSE_API_KEY= #Set if you have a llamaparse key you'd like to use to parse pdfs
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SERPER_API_KEY= #Set if you have a serper key you'd like to use as a search api
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@ -5,7 +5,7 @@ import { authenticateUser } from "./auth";
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import { RateLimiterMode } from "../types";
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import { logJob } from "../services/logging/log_job";
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import { PageOptions, SearchOptions } from "../lib/entities";
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import { search } from "../search/googlesearch";
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import { search } from "../search";
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export async function searchHelper(
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req: Request,
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@ -25,7 +25,10 @@ export async function searchHelper(
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return { success: false, error: "Query is required", returnCode: 400 };
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}
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const res = await search(query, advanced, searchOptions.limit ?? 7);
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const tbs = searchOptions.tbs ?? null;
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const filter = searchOptions.filter ?? null;
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const res = await search({query: query, advanced: advanced, num_results: searchOptions.limit ?? 7, tbs: tbs, filter: filter});
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let justSearch = pageOptions.fetchPageContent === false;
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@ -33,15 +36,14 @@ export async function searchHelper(
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return { success: true, data: res, returnCode: 200 };
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}
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if (res.results.length === 0) {
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if (res.length === 0) {
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return { success: true, error: "No search results found", returnCode: 200 };
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}
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console.log(res.results);
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const a = new WebScraperDataProvider();
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await a.setOptions({
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mode: "single_urls",
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urls: res.results.map((r) => (!advanced ? r : r.url)),
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urls: res.map((r) => r),
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crawlerOptions: {
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...crawlerOptions,
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},
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@ -13,10 +13,13 @@ export type PageOptions = {
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onlyMainContent?: boolean;
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fallback?: boolean;
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fetchPageContent?: boolean;
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};
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export type SearchOptions = {
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limit?: number;
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tbs?: string;
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filter?: string;
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};
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export type WebScraperOptions = {
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@ -1,7 +1,6 @@
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import axios from 'axios';
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import * as cheerio from 'cheerio';
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import * as querystring from 'querystring';
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import { ScrapingBeeClient } from 'scrapingbee';
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const _useragent_list = [
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'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:66.0) Gecko/20100101 Firefox/66.0',
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@ -17,20 +16,35 @@ function get_useragent(): string {
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return _useragent_list[Math.floor(Math.random() * _useragent_list.length)];
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}
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async function _req(term: string, results: number, lang: string, start: number, proxies: any, timeout: number) {
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const resp = await axios.get("https://www.google.com/search", {
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headers: {
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"User-Agent": get_useragent()
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},
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params: {
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"q": term,
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"num": results, // Number of results to return
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"hl": lang,
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},
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proxy: proxies,
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timeout: timeout,
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});
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return resp;
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async function _req(term: string, results: number, lang: string, start: number, proxies: any, timeout: number, tbs: string = null, filter: string = null) {
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const params = {
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"q": term,
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"num": results, // Number of results to return
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"hl": lang,
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"start": start,
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};
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if (tbs) {
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params["tbs"] = tbs;
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}
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if (filter) {
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params["filter"] = filter;
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}
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try {
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const resp = await axios.get("https://www.google.com/search", {
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headers: {
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"User-Agent": get_useragent()
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},
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params: params,
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proxy: proxies,
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timeout: timeout,
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});
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return resp;
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} catch (error) {
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if (error.response && error.response.status === 429) {
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throw new Error('Google Search: Too many requests, try again later.');
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}
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throw error;
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}
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}
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class SearchResult {
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@ -49,7 +63,7 @@ class SearchResult {
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}
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}
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export async function search(term: string, advanced = false, num_results = 7, lang = "en", proxy = null, sleep_interval = 0, timeout = 5000) {
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export async function google_search(term: string, advanced = false, num_results = 7, tbs = null, filter = null, lang = "en", proxy = null, sleep_interval = 0, timeout = 5000, ) :Promise<string[]> {
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const escaped_term = querystring.escape(term);
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let proxies = null;
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@ -64,74 +78,54 @@ export async function search(term: string, advanced = false, num_results = 7, la
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// TODO: knowledge graph, answer box, etc.
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let start = 0;
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let results = [];
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while (start < num_results) {
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const resp = await _req(escaped_term, num_results - start, lang, start, proxies, timeout);
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const $ = cheerio.load(resp.data);
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const result_block = $("div.g");
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if (result_block.length === 0) {
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start += 1;
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}
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result_block.each((index, element) => {
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const linkElement = $(element).find("a");
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const link = linkElement && linkElement.attr("href") ? linkElement.attr("href") : null;
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const title = $(element).find("h3");
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const ogImage = $(element).find("img").eq(1).attr("src");
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const description_box = $(element).find("div[style='-webkit-line-clamp:2']");
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const answerBox = $(element).find(".mod").text();
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if (description_box) {
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const description = description_box.text();
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if (link && title && description) {
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start += 1;
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if (advanced) {
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results.push(new SearchResult(link, title.text(), description));
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} else {
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results.push(link);
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let results : string[] = [];
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let attempts = 0;
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const maxAttempts = 20; // Define a maximum number of attempts to prevent infinite loop
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while (start < num_results && attempts < maxAttempts) {
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try {
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const resp = await _req(escaped_term, num_results - start, lang, start, proxies, timeout, tbs, filter);
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const $ = cheerio.load(resp.data);
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const result_block = $("div.g");
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if (result_block.length === 0) {
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start += 1;
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attempts += 1;
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} else {
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attempts = 0; // Reset attempts if we have results
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}
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result_block.each((index, element) => {
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const linkElement = $(element).find("a");
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const link = linkElement && linkElement.attr("href") ? linkElement.attr("href") : null;
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const title = $(element).find("h3");
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const ogImage = $(element).find("img").eq(1).attr("src");
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const description_box = $(element).find("div[style='-webkit-line-clamp:2']");
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const answerBox = $(element).find(".mod").text();
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if (description_box) {
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const description = description_box.text();
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if (link && title && description) {
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start += 1;
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if (advanced) {
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// results.push(new SearchResult(link, title.text(), description));
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} else {
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results.push(link);
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}
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}
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}
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});
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await new Promise(resolve => setTimeout(resolve, sleep_interval * 1000));
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} catch (error) {
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if (error.message === 'Too many requests') {
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console.warn('Too many requests, breaking the loop');
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break;
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}
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});
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await new Promise(resolve => setTimeout(resolve, sleep_interval * 1000));
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throw error;
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}
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if (start === 0) {
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return {results: []};
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return results;
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}
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}
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return {results: results};
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if (attempts >= maxAttempts) {
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console.warn('Max attempts reached, breaking the loop');
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}
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return results
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}
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// const response = await _req_scraping_bee(escaped_term, num_results, lang);
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// const $ = cheerio.load(response);
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// const knowledgeGraphElement = $("div.kno-rdesc");
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// console.log(knowledgeGraphElement);
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// console.log(knowledgeGraphElement.html());
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// let knowledgeGraph = null;
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// if (knowledgeGraphElement.length > 0) {
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// console.log("Knowledge Graph found");
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// const title = knowledgeGraphElement.find("h2").text();
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// const type = knowledgeGraphElement.find("div[data-attrid='subtitle']").text();
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// const website = knowledgeGraphElement.find("a[data-ved]").attr("href");
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// const imageUrl = knowledgeGraphElement.find("g-img img").attr("src");
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// const description = knowledgeGraphElement.find("div[data-attrid='description'] span").text();
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// const descriptionSource = knowledgeGraphElement.find("div[data-attrid='description'] a").text();
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// const descriptionLink = knowledgeGraphElement.find("div[data-attrid='description'] a").attr("href");
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// const attributes = {};
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// knowledgeGraphElement.find("div[data-attrid='kc:/common:sideways']").each((index, element) => {
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// const attributeKey = $(element).find("span[data-attrid]").text();
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// const attributeValue = $(element).find("span[data-log-string]").text();
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// attributes[attributeKey] = attributeValue;
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// });
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// knowledgeGraph = {
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// "title": title,
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// "type": type,
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// "website": website,
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// "imageUrl": imageUrl,
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// "description": description,
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// "descriptionSource": descriptionSource,
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// "descriptionLink": descriptionLink,
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// "attributes": attributes
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// };
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// }
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45
apps/api/src/search/index.ts
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45
apps/api/src/search/index.ts
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@ -0,0 +1,45 @@
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import { google_search } from "./googlesearch";
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import { serper_search } from "./serper";
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export async function search({
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query,
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advanced = false,
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num_results = 7,
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tbs = null,
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filter = null,
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lang = "en",
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proxy = null,
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sleep_interval = 0,
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timeout = 5000,
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}: {
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query: string;
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advanced?: boolean;
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num_results?: number;
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tbs?: string;
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filter?: string;
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lang?: string;
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proxy?: string;
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sleep_interval?: number;
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timeout?: number;
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}) {
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try {
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if (process.env.SERPER_API_KEY) {
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return await serper_search(query, num_results);
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}
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return await google_search(
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query,
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advanced,
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num_results,
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tbs,
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filter,
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lang,
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proxy,
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sleep_interval,
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timeout
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);
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} catch (error) {
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console.error("Error in search function: ", error);
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return []
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}
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// if process.env.SERPER_API_KEY is set, use serper
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}
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apps/api/src/search/serper.ts
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27
apps/api/src/search/serper.ts
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import axios from "axios";
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import dotenv from "dotenv";
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dotenv.config();
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export async function serper_search(q, num_results) : Promise<string[]> {
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let data = JSON.stringify({
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q: q,
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"num": num_results
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});
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let config = {
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method: "POST",
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url: "https://google.serper.dev/search",
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headers: {
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"X-API-KEY": process.env.SERPER_API_KEY,
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"Content-Type": "application/json",
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},
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data: data,
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};
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const response = await axios(config);
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if (response && response.data && Array.isArray(response.data.organic)) {
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return response.data.organic.map((a) => a.link);
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} else {
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return [];
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}
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}
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