mirror of
https://github.com/danny-avila/LibreChat.git
synced 2025-12-16 16:30:15 +01:00
* adding youtube tool * refactor: use short `url` param instead of `videoUrl` * refactor: move API key retrieval to a separate credentials module * refactor: remove unnecessary `isEdited` message property * refactor: remove unnecessary `isEdited` message property pt. 2 * refactor: YouTube Tool with new `tool()` generator, handle tools already created by new `tool` generator * fix: only reset request data for multi-convo messages * refactor: enhance YouTube tool by adding transcript parsing and returning structured JSON responses * refactor: update transcript parsing to handle raw response and clean up text output * feat: support toolkits and refactor YouTube tool as a toolkit for better LLM usage * refactor: remove unused OpenAPI specs and streamline tools transformation in loadAsyncEndpoints * refactor: implement manifestToolMap for better tool management and streamline authentication handling * feat: support toolkits for assistants * refactor: rename loadedTools to toolDefinitions for clarity in PluginController and assistant controllers * feat: complete support of toolkits for assistants --------- Co-authored-by: Danilo Pejakovic <danilo.pejakovic@leoninestudios.com>
351 lines
11 KiB
JavaScript
351 lines
11 KiB
JavaScript
const { Tools, Constants } = require('librechat-data-provider');
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const { SerpAPI } = require('@langchain/community/tools/serpapi');
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const { Calculator } = require('@langchain/community/tools/calculator');
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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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manifestToolMap,
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// Basic Tools
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GoogleSearchAPI,
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// Structured Tools
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DALLE3,
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OpenWeather,
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StructuredSD,
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StructuredACS,
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TraversaalSearch,
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StructuredWolfram,
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createYouTubeTools,
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TavilySearchResults,
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} = require('../');
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const { primeFiles: primeCodeFiles } = require('~/server/services/Files/Code/process');
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const { createFileSearchTool, primeFiles: primeSearchFiles } = require('./fileSearch');
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const { createMCPTool } = require('~/server/services/MCP');
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const { loadSpecs } = require('./loadSpecs');
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const { logger } = require('~/config');
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const mcpToolPattern = new RegExp(`^.+${Constants.mcp_delimiter}.+$`);
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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, throwError = true }) => {
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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, throwError);
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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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/** @typedef {typeof import('@langchain/core/tools').Tool} ToolConstructor */
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/** @typedef {import('@langchain/core/tools').Tool} Tool */
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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 {ToolConstructor} 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 {() => Promise<Tool>} 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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/**
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* @param {string} toolKey
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* @returns {Array<string>}
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*/
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const getAuthFields = (toolKey) => {
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return manifestToolMap[toolKey]?.authConfig.map((auth) => auth.authField) ?? [];
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};
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/**
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*
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* @param {object} object
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* @param {string} object.user
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* @param {Agent} [object.agent]
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* @param {string} [object.model]
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* @param {EModelEndpoint} [object.endpoint]
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* @param {LoadToolOptions} [object.options]
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* @param {boolean} [object.useSpecs]
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* @param {Array<string>} object.tools
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* @param {boolean} [object.functions]
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* @param {boolean} [object.returnMap]
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* @returns {Promise<{ loadedTools: Tool[], toolContextMap: Object<string, any> } | Record<string,Tool>>}
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*/
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const loadTools = async ({
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user,
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agent,
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model,
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endpoint,
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useSpecs,
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tools = [],
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options = {},
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functions = true,
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returnMap = false,
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}) => {
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const toolConstructors = {
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calculator: Calculator,
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google: GoogleSearchAPI,
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open_weather: OpenWeather,
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wolfram: StructuredWolfram,
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'stable-diffusion': StructuredSD,
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'azure-ai-search': StructuredACS,
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traversaal_search: TraversaalSearch,
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tavily_search_results_json: TavilySearchResults,
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};
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const customConstructors = {
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serpapi: async () => {
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const authFields = getAuthFields('serpapi');
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let envVar = authFields[0] ?? '';
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let apiKey = process.env[envVar];
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if (!apiKey) {
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apiKey = await getUserPluginAuthValue(user, envVar);
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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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youtube: async () => {
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const authFields = getAuthFields('youtube');
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const authValues = await loadAuthValues({ userId: user, authFields });
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return createYouTubeTools(authValues);
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},
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};
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const requestedTools = {};
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if (functions === true) {
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toolConstructors.dalle = DALLE3;
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}
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/** @type {ImageGenOptions} */
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const imageGenOptions = {
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isAgent: !!agent,
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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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'stable-diffusion': imageGenOptions,
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};
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const toolContextMap = {};
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const remainingTools = [];
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const appTools = options.req?.app?.locals?.availableTools ?? {};
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for (const tool of tools) {
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if (tool === Tools.execute_code) {
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requestedTools[tool] = async () => {
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const authValues = await loadAuthValues({
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userId: user,
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authFields: [EnvVar.CODE_API_KEY],
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});
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const codeApiKey = authValues[EnvVar.CODE_API_KEY];
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const { files, toolContext } = await primeCodeFiles(options, codeApiKey);
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if (toolContext) {
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toolContextMap[tool] = toolContext;
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}
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const CodeExecutionTool = createCodeExecutionTool({
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user_id: user,
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files,
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...authValues,
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});
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CodeExecutionTool.apiKey = codeApiKey;
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return CodeExecutionTool;
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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] = async () => {
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const { files, toolContext } = await primeSearchFiles(options);
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if (toolContext) {
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toolContextMap[tool] = toolContext;
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}
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return createFileSearchTool({ req: options.req, files, entity_id: agent?.id });
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};
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continue;
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} else if (tool && appTools[tool] && mcpToolPattern.test(tool)) {
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requestedTools[tool] = async () =>
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createMCPTool({
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req: options.req,
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toolKey: tool,
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model: agent?.model ?? model,
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provider: agent?.provider ?? endpoint,
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});
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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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getAuthFields(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 === true) {
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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 (useSpecs === true && functions === true && remainingTools.length > 0) {
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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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const toolPromises = [];
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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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toolPromises.push(
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validTool().catch((error) => {
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logger.error(`Error loading tool ${tool}:`, error);
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return null;
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}),
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);
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}
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}
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const loadedTools = (await Promise.all(toolPromises)).flatMap((plugin) => plugin || []);
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return { loadedTools, toolContextMap };
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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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