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feat(handleTools.test.js): add test for loading StructuredSD tool with functions parameter
162 lines
4.4 KiB
JavaScript
162 lines
4.4 KiB
JavaScript
const { getUserPluginAuthValue } = require('../../../../server/services/PluginService');
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const { OpenAIEmbeddings } = require('langchain/embeddings/openai');
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const { ZapierToolKit } = require('langchain/agents');
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const {
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SerpAPI,
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ZapierNLAWrapper
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} = require('langchain/tools');
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const { ChatOpenAI } = require('langchain/chat_models/openai');
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const { Calculator } = require('langchain/tools/calculator');
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const { WebBrowser } = require('langchain/tools/webbrowser');
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const {
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availableTools,
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AIPluginTool,
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GoogleSearchAPI,
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WolframAlphaAPI,
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HttpRequestTool,
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OpenAICreateImage,
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StableDiffusionAPI,
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StructuredSD,
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} = require('../');
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const validateTools = async (user, tools = []) => {
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try {
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const validToolsSet = new Set(tools);
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const availableToolsToValidate = availableTools.filter((tool) =>
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validToolsSet.has(tool.pluginKey)
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);
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const validateCredentials = async (authField, toolName) => {
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const adminAuth = process.env[authField];
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if (adminAuth && adminAuth.length > 0) {
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return;
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}
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const userAuth = await getUserPluginAuthValue(user, authField);
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if (userAuth && userAuth.length > 0) {
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return;
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}
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validToolsSet.delete(toolName);
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};
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for (const tool of availableToolsToValidate) {
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if (!tool.authConfig || tool.authConfig.length === 0) {
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continue;
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}
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for (const auth of tool.authConfig) {
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await validateCredentials(auth.authField, tool.pluginKey);
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}
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}
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return Array.from(validToolsSet.values());
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} catch (err) {
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console.log('There was a problem validating tools', err);
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throw new Error(err);
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}
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};
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const loadToolWithAuth = async (user, authFields, ToolConstructor, options = {}) => {
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return async function () {
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let authValues = {};
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for (const authField of authFields) {
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let authValue = process.env[authField];
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if (!authValue) {
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authValue = await getUserPluginAuthValue(user, authField);
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}
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authValues[authField] = authValue;
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}
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return new ToolConstructor({ ...options, ...authValues });
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};
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};
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const loadTools = async ({ user, model, functions = null, tools = [], options = {} }) => {
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const toolConstructors = {
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calculator: Calculator,
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google: GoogleSearchAPI,
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wolfram: WolframAlphaAPI,
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'dall-e': OpenAICreateImage,
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'stable-diffusion': functions ? StructuredSD : StableDiffusionAPI
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};
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const customConstructors = {
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browser: async () => {
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let openAIApiKey = process.env.OPENAI_API_KEY;
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if (!openAIApiKey) {
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openAIApiKey = await getUserPluginAuthValue(user, 'OPENAI_API_KEY');
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}
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return new WebBrowser({ model, embeddings: new OpenAIEmbeddings({ openAIApiKey }) });
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},
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serpapi: async () => {
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let apiKey = process.env.SERPAPI_API_KEY;
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if (!apiKey) {
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apiKey = await getUserPluginAuthValue(user, 'SERPAPI_API_KEY');
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}
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return new SerpAPI(apiKey, {
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location: 'Austin,Texas,United States',
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hl: 'en',
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gl: 'us'
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});
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},
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zapier: async () => {
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let apiKey = process.env.ZAPIER_NLA_API_KEY;
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if (!apiKey) {
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apiKey = await getUserPluginAuthValue(user, 'ZAPIER_NLA_API_KEY');
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}
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const zapier = new ZapierNLAWrapper({ apiKey });
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return ZapierToolKit.fromZapierNLAWrapper(zapier);
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},
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plugins: async () => {
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return [
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new HttpRequestTool(),
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await AIPluginTool.fromPluginUrl(
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'https://www.klarna.com/.well-known/ai-plugin.json',
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new ChatOpenAI({ openAIApiKey: options.openAIApiKey, temperature: 0 })
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)
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];
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}
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};
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const requestedTools = {};
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const toolOptions = {
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serpapi: { location: 'Austin,Texas,United States', hl: 'en', gl: 'us' }
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};
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const toolAuthFields = {};
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availableTools.forEach((tool) => {
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if (customConstructors[tool.pluginKey]) {
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return;
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}
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toolAuthFields[tool.pluginKey] = tool.authConfig.map((auth) => auth.authField);
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});
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for (const tool of tools) {
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if (customConstructors[tool]) {
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requestedTools[tool] = customConstructors[tool];
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continue;
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}
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if (toolConstructors[tool]) {
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const options = toolOptions[tool] || {};
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const toolInstance = await loadToolWithAuth(
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user,
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toolAuthFields[tool],
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toolConstructors[tool],
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options
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);
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requestedTools[tool] = toolInstance;
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}
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}
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return requestedTools;
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};
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module.exports = {
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validateTools,
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loadTools
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};
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