LibreChat/api/app/clients/tools/util/handleTools.js
Danny Avila 2ca257dfb9
⚙️ fix: minor issues related to agents (#4297)
* chore: deprecate `web-browser` tool

* fix: edit agent permission
2024-10-01 11:11:15 -04:00

342 lines
9.8 KiB
JavaScript

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