mirror of
https://github.com/danny-avila/LibreChat.git
synced 2025-12-17 00:40:14 +01:00
342 lines
9.8 KiB
JavaScript
342 lines
9.8 KiB
JavaScript
const { Tools } = require('librechat-data-provider');
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const { ZapierToolKit } = require('langchain/agents');
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const { Calculator } = require('langchain/tools/calculator');
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const { SerpAPI, ZapierNLAWrapper } = require('langchain/tools');
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const { createCodeExecutionTool, EnvVar } = require('@librechat/agents');
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const { getUserPluginAuthValue } = require('~/server/services/PluginService');
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const {
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availableTools,
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// Basic Tools
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CodeBrew,
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AzureAISearch,
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GoogleSearchAPI,
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WolframAlphaAPI,
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OpenAICreateImage,
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StableDiffusionAPI,
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// Structured Tools
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DALLE3,
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E2BTools,
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CodeSherpa,
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StructuredSD,
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StructuredACS,
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CodeSherpaTools,
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TraversaalSearch,
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StructuredWolfram,
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TavilySearchResults,
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} = require('../');
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const createFileSearchTool = require('./createFileSearchTool');
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const { loadToolSuite } = require('./loadToolSuite');
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const { loadSpecs } = require('./loadSpecs');
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const { logger } = require('~/config');
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/**
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* Validates the availability and authentication of tools for a user based on environment variables or user-specific plugin authentication values.
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* Tools without required authentication or with valid authentication are considered valid.
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*
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* @param {Object} user The user object for whom to validate tool access.
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* @param {Array<string>} tools An array of tool identifiers to validate. Defaults to an empty array.
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* @returns {Promise<Array<string>>} A promise that resolves to an array of valid tool identifiers.
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*/
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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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/**
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* Validates the credentials for a given auth field or set of alternate auth fields for a tool.
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* If valid admin or user authentication is found, the function returns early. Otherwise, it removes the tool from the set of valid tools.
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*
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* @param {string} authField The authentication field or fields (separated by "||" for alternates) to validate.
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* @param {string} toolName The identifier of the tool being validated.
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*/
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const validateCredentials = async (authField, toolName) => {
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const fields = authField.split('||');
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for (const field of fields) {
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const adminAuth = process.env[field];
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if (adminAuth && adminAuth.length > 0) {
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return;
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}
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let userAuth = null;
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try {
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userAuth = await getUserPluginAuthValue(user, field);
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} catch (err) {
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if (field === fields[fields.length - 1] && !userAuth) {
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throw err;
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}
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}
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if (userAuth && userAuth.length > 0) {
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return;
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}
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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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logger.error('[validateTools] There was a problem validating tools', err);
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throw new Error('There was a problem validating tools');
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}
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};
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const loadAuthValues = async ({ userId, authFields }) => {
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let authValues = {};
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/**
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* Finds the first non-empty value for the given authentication field, supporting alternate fields.
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* @param {string[]} fields Array of strings representing the authentication fields. Supports alternate fields delimited by "||".
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* @returns {Promise<{ authField: string, authValue: string} | null>} An object containing the authentication field and value, or null if not found.
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*/
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const findAuthValue = async (fields) => {
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for (const field of fields) {
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let value = process.env[field];
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if (value) {
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return { authField: field, authValue: value };
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}
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try {
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value = await getUserPluginAuthValue(userId, field);
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} catch (err) {
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if (field === fields[fields.length - 1] && !value) {
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throw err;
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}
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}
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if (value) {
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return { authField: field, authValue: value };
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}
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}
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return null;
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};
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for (let authField of authFields) {
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const fields = authField.split('||');
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const result = await findAuthValue(fields);
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if (result) {
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authValues[result.authField] = result.authValue;
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}
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}
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return authValues;
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};
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/**
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* Initializes a tool with authentication values for the given user, supporting alternate authentication fields.
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* Authentication fields can have alternates separated by "||", and the first defined variable will be used.
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*
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* @param {string} userId The user ID for which the tool is being loaded.
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* @param {Array<string>} authFields Array of strings representing the authentication fields. Supports alternate fields delimited by "||".
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* @param {typeof import('langchain/tools').Tool} ToolConstructor The constructor function for the tool to be initialized.
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* @param {Object} options Optional parameters to be passed to the tool constructor alongside authentication values.
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* @returns {Function} An Async function that, when called, asynchronously initializes and returns an instance of the tool with authentication.
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*/
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const loadToolWithAuth = (userId, authFields, ToolConstructor, options = {}) => {
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return async function () {
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const authValues = await loadAuthValues({ userId, authFields });
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return new ToolConstructor({ ...options, ...authValues, userId });
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};
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};
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const loadTools = async ({
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user,
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model,
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functions = null,
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returnMap = false,
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tools = [],
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options = {},
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skipSpecs = false,
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}) => {
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const toolConstructors = {
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tavily_search_results_json: TavilySearchResults,
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calculator: Calculator,
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google: GoogleSearchAPI,
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wolfram: functions ? StructuredWolfram : WolframAlphaAPI,
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'dall-e': OpenAICreateImage,
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'stable-diffusion': functions ? StructuredSD : StableDiffusionAPI,
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'azure-ai-search': functions ? StructuredACS : AzureAISearch,
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CodeBrew: CodeBrew,
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traversaal_search: TraversaalSearch,
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};
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const customConstructors = {
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e2b_code_interpreter: async () => {
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if (!functions) {
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return null;
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}
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return await loadToolSuite({
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pluginKey: 'e2b_code_interpreter',
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tools: E2BTools,
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user,
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options: {
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model,
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...options,
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},
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});
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},
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codesherpa_tools: async () => {
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if (!functions) {
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return null;
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}
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return await loadToolSuite({
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pluginKey: 'codesherpa_tools',
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tools: CodeSherpaTools,
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user,
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options,
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});
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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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};
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const requestedTools = {};
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if (functions) {
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toolConstructors.dalle = DALLE3;
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toolConstructors.codesherpa = CodeSherpa;
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}
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const imageGenOptions = {
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req: options.req,
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fileStrategy: options.fileStrategy,
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processFileURL: options.processFileURL,
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returnMetadata: options.returnMetadata,
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uploadImageBuffer: options.uploadImageBuffer,
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};
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const toolOptions = {
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serpapi: { location: 'Austin,Texas,United States', hl: 'en', gl: 'us' },
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dalle: imageGenOptions,
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'dall-e': imageGenOptions,
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'stable-diffusion': imageGenOptions,
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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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const remainingTools = [];
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for (const tool of tools) {
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if (tool === Tools.execute_code) {
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const authValues = await loadAuthValues({
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userId: user.id,
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authFields: [EnvVar.CODE_API_KEY],
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});
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requestedTools[tool] = () =>
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createCodeExecutionTool({
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user_id: user.id,
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...authValues,
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});
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continue;
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} else if (tool === Tools.file_search) {
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requestedTools[tool] = () => createFileSearchTool(options);
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continue;
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}
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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 = 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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continue;
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}
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if (functions) {
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remainingTools.push(tool);
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}
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}
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let specs = null;
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if (functions && remainingTools.length > 0 && skipSpecs !== true) {
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specs = await loadSpecs({
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llm: model,
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user,
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message: options.message,
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memory: options.memory,
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signal: options.signal,
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tools: remainingTools,
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map: true,
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verbose: false,
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});
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}
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for (const tool of remainingTools) {
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if (specs && specs[tool]) {
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requestedTools[tool] = specs[tool];
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}
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}
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if (returnMap) {
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return requestedTools;
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}
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// load tools
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let result = [];
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for (const tool of tools) {
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const validTool = requestedTools[tool];
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if (!validTool) {
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continue;
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}
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const plugin = await validTool();
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if (Array.isArray(plugin)) {
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result = [...result, ...plugin];
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} else if (plugin) {
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result.push(plugin);
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}
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}
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return result;
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};
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module.exports = {
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loadToolWithAuth,
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loadAuthValues,
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validateTools,
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loadTools,
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};
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