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feat: #313
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@ -62,6 +62,7 @@
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- [GoogleCustomSearch](https://api.js.langchain.com/classes/langchain_tools.GoogleCustomSearch.html)
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- 环境变量:
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- `GOOGLE_PLUGIN_API_PROXY_PREFIX` 与 `DDG_API_PROXY_PREFIX` 变量使用方法一致
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- ~~`GOOGLE_API_KEY`~~ `GOOGLE_SEARCH_API_KEY`
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- `GOOGLE_CSE_ID`
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- 申请参考:[说明](https://stackoverflow.com/questions/37083058/programmatically-searching-google-in-python-using-custom-search)
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@ -78,7 +79,9 @@
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- ChooseSearchEngine(作者:[hang666](https://github.com/hang666))
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- 环境变量:`CHOOSE_SEARCH_ENGINE`
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- 环境变量:
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- `CHOOSE_SEARCH_ENGINE`
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- `GOOGLE_PLUGIN_API_PROXY_PREFIX` 与 `DDG_API_PROXY_PREFIX` 变量使用方法一致,只会对 google 进行代理
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可选项如下:
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85
app/api/langchain-tools/google_custom_search.ts
Normal file
85
app/api/langchain-tools/google_custom_search.ts
Normal file
@ -0,0 +1,85 @@
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import { getEnvironmentVariable } from "@langchain/core/utils/env";
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import { Tool } from "@langchain/core/tools";
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const API_PROXY_PREFIX = process.env.GOOGLE_PLUGIN_API_PROXY_PREFIX ?? "";
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/**
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* Interface for parameters required by GoogleCustomSearch class.
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*/
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export interface GoogleCustomSearchParams {
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apiKey?: string;
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googleCSEId?: string;
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}
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/**
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* Class that uses the Google Search API to perform custom searches.
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* Requires environment variables `GOOGLE_API_KEY` and `GOOGLE_CSE_ID` to
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* be set.
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*/
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export class GoogleCustomSearch extends Tool {
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static lc_name() {
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return "GoogleCustomSearch";
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}
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get lc_secrets(): { [key: string]: string } | undefined {
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return {
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apiKey: "GOOGLE_API_KEY",
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};
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}
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name = "google-custom-search";
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protected apiKey: string;
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protected googleCSEId: string;
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description =
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"a custom search engine. useful for when you need to answer questions about current events. input should be a search query. outputs a JSON array of results.";
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constructor(
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fields: GoogleCustomSearchParams = {
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apiKey: getEnvironmentVariable("GOOGLE_API_KEY"),
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googleCSEId: getEnvironmentVariable("GOOGLE_CSE_ID"),
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},
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) {
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super(...arguments);
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if (!fields.apiKey) {
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throw new Error(
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`Google API key not set. You can set it as "GOOGLE_API_KEY" in your environment variables.`,
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);
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}
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if (!fields.googleCSEId) {
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throw new Error(
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`Google custom search engine id not set. You can set it as "GOOGLE_CSE_ID" in your environment variables.`,
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);
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}
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this.apiKey = fields.apiKey;
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this.googleCSEId = fields.googleCSEId;
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}
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async _call(input: string) {
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const res = await fetch(
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`${API_PROXY_PREFIX}https://www.googleapis.com/customsearch/v1?key=${this.apiKey}&cx=${
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this.googleCSEId
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}&q=${encodeURIComponent(input)}`,
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);
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if (!res.ok) {
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throw new Error(
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`Got ${res.status} error from Google custom search: ${res.statusText}`,
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);
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}
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const json = await res.json();
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const results =
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json?.items?.map(
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(item: { title?: string; link?: string; snippet?: string }) => ({
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title: item.title,
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link: item.link,
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snippet: item.snippet,
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}),
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) ?? [];
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return JSON.stringify(results);
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}
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}
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@ -4,6 +4,8 @@ import { Tool } from "@langchain/core/tools";
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import * as cheerio from "cheerio";
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import { getRandomUserAgent } from "./ua_tools";
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const API_PROXY_PREFIX = process.env.GOOGLE_PLUGIN_API_PROXY_PREFIX ?? "";
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interface SearchResults {
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/** The web results of the search. */
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results: SearchResult[];
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@ -31,7 +33,7 @@ async function search(
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const headers = new Headers();
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headers.append("User-Agent", getRandomUserAgent());
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const resp = await fetch(
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`https://www.google.com/search?nfpr=1&num=${maxResults}&pws=0&q=${encodeURIComponent(
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`${API_PROXY_PREFIX}https://www.google.com/search?nfpr=1&num=${maxResults}&pws=0&q=${encodeURIComponent(
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input,
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)}`,
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{
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@ -8,10 +8,6 @@ export {
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Serper,
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type SerperParameters,
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} from "@langchain/community/tools/serper";
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export {
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GoogleCustomSearch,
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type GoogleCustomSearchParams,
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} from "@langchain/community/tools/google_custom_search";
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export { AIPluginTool } from "@langchain/community/tools/aiplugin";
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export {
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WikipediaQueryRun,
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@ -28,6 +28,7 @@ import {
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import { convertToOpenAITool } from "@langchain/core/utils/function_calling";
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import { BaiduSearch } from "@/app/api/langchain-tools/baidu_search";
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import { GoogleSearch } from "@/app/api/langchain-tools/google_search";
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import { GoogleCustomSearch } from "@/app/api/langchain-tools/google_custom_search";
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import { formatToOpenAIToolMessages } from "langchain/agents/format_scratchpad/openai_tools";
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import {
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OpenAIToolsAgentOutputParser,
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@ -49,7 +50,6 @@ import {
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AIMessage,
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} from "@langchain/core/messages";
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import { MultimodalContent } from "@/app/client/api";
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import { GoogleCustomSearch } from "@/app/api/langchain-tools/langchian-tool-index";
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import { OllamaEmbeddings } from "@langchain/community/embeddings/ollama";
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export interface RequestMessage {
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