LibreChat/api/app/clients/tools/util/handleTools.js
Danny Avila 1a815f5e19
🎉 feat: Code Interpreter API and Agents Release (#4860)
* feat: Code Interpreter API & File Search Agent Uploads

chore: add back code files

wip: first pass, abstract key dialog

refactor: influence checkbox on key changes

refactor: update localization keys for 'execute code' to 'run code'

wip: run code button

refactor: add throwError parameter to loadAuthValues and getUserPluginAuthValue functions

feat: first pass, API tool calling

fix: handle missing toolId in callTool function and return 404 for non-existent tools

feat: show code outputs

fix: improve error handling in callTool function and log errors

fix: handle potential null value for filepath in attachment destructuring

fix: normalize language before rendering and prevent null return

fix: add loading indicator in RunCode component while executing code

feat: add support for conditional code execution in Markdown components

feat: attachments

refactor: remove bash

fix: pass abort signal to graph/run

refactor: debounce and rate limit tool call

refactor: increase debounce delay for execute function

feat: set code output attachments

feat: image attachments

refactor: apply message context

refactor: pass `partIndex`

feat: toolCall schema/model/methods

feat: block indexing

feat: get tool calls

chore: imports

chore: typing

chore: condense type imports

feat: get tool calls

fix: block indexing

chore: typing

refactor: update tool calls mapping to support multiple results

fix: add unique key to nav link for rendering

wip: first pass, tool call results

refactor: update query cache from successful tool call mutation

style: improve result switcher styling

chore: note on using \`.toObject()\`

feat: add agent_id field to conversation schema

chore: typing

refactor: rename agentMap to agentsMap for consistency

feat: Agent Name as chat input placeholder

chore: bump agents

📦 chore: update @langchain dependencies to latest versions to match agents package

📦 chore: update @librechat/agents dependency to version 1.8.0

fix: Aborting agent stream removes sender; fix(bedrock): completion removes preset name label

refactor: remove direct file parameter to use req.file, add `processAgentFileUpload` for image uploads

feat: upload menu

feat: prime message_file resources

feat: implement conversation access validation in chat route

refactor: remove file parameter from processFileUpload and use req.file instead

feat: add savedMessageIds set to track saved message IDs in BaseClient, to prevent unnecessary double-write to db

feat: prevent duplicate message saves by checking savedMessageIds in AgentController

refactor: skip legacy RAG API handling for agents

feat: add files field to convoSchema

refactor: update request type annotations from Express.Request to ServerRequest in file processing functions

feat: track conversation files

fix: resendFiles, addPreviousAttachments handling

feat: add ID validation for session_id and file_id in download route

feat: entity_id for code file uploads/downloads

fix: code file edge cases

feat: delete related tool calls

feat: add stream rate handling for LLM configuration

feat: enhance system content with attached file information

fix: improve error logging in resource priming function

* WIP: PoC, sequential agents

WIP: PoC Sequential Agents, first pass content data + bump agents package

fix: package-lock

WIP: PoC, o1 support, refactor bufferString

feat: convertJsonSchemaToZod

fix: form issues and schema defining erroneous model

fix: max length issue on agent form instructions, limit conversation messages to sequential agents

feat: add abort signal support to createRun function and AgentClient

feat: PoC, hide prior sequential agent steps

fix: update parameter naming from config to metadata in event handlers for clarity, add model to usage data

refactor: use only last contentData, track model for usage data

chore: bump agents package

fix: content parts issue

refactor: filter contentParts to include tool calls and relevant indices

feat: show function calls

refactor: filter context messages to exclude tool calls when no tools are available to the agent

fix: ensure tool call content is not undefined in formatMessages

feat: add agent_id field to conversationPreset schema

feat: hide sequential agents

feat: increase upload toast duration to 10 seconds

* refactor: tool context handling & update Code API Key Dialog

feat: toolContextMap

chore: skipSpecs -> useSpecs

ci: fix handleTools tests

feat: API Key Dialog

* feat: Agent Permissions Admin Controls

feat: replace label with button for prompt permission toggle

feat: update agent permissions

feat: enable experimental agents and streamline capability configuration

feat: implement access control for agents and enhance endpoint menu items

feat: add welcome message for agent selection in localization

feat: add agents permission to access control and update version to 0.7.57

* fix: update types in useAssistantListMap and useMentions hooks for better null handling

* feat: mention agents

* fix: agent tool resource race conditions when deleting agent tool resource files

* feat: add error handling for code execution with user feedback

* refactor: rename AdminControls to AdminSettings for clarity

* style: add gap to button in AdminSettings for improved layout

* refactor: separate agent query hooks and check access to enable fetching

* fix: remove unused provider from agent initialization options, creates issue with custom endpoints

* refactor: remove redundant/deprecated modelOptions from AgentClient processes

* chore: update @librechat/agents to version 1.8.5 in package.json and package-lock.json

* fix: minor styling issues + agent panel uniformity

* fix: agent edge cases when set endpoint is no longer defined

* refactor: remove unused cleanup function call from AppService

* fix: update link in ApiKeyDialog to point to pricing page

* fix: improve type handling and layout calculations in SidePanel component

* fix: add missing localization string for agent selection in SidePanel

* chore: form styling and localizations for upload filesearch/code interpreter

* fix: model selection placeholder logic in AgentConfig component

* style: agent capabilities

* fix: add localization for provider selection and improve dropdown styling in ModelPanel

* refactor: use gpt-4o-mini > gpt-3.5-turbo

* fix: agents configuration for loadDefaultInterface and update related tests

* feat: DALLE Agents support
2024-12-04 15:48:13 -05:00

313 lines
9.6 KiB
JavaScript

const { Tools } = require('librechat-data-provider');
const { SerpAPI } = require('@langchain/community/tools/serpapi');
const { Calculator } = require('@langchain/community/tools/calculator');
const { createCodeExecutionTool, EnvVar } = require('@librechat/agents');
const { getUserPluginAuthValue } = require('~/server/services/PluginService');
const {
availableTools,
// Basic Tools
GoogleSearchAPI,
// Structured Tools
DALLE3,
StructuredSD,
StructuredACS,
TraversaalSearch,
StructuredWolfram,
TavilySearchResults,
} = require('../');
const { primeFiles: primeCodeFiles } = require('~/server/services/Files/Code/process');
const { createFileSearchTool, primeFiles: primeSearchFiles } = require('./fileSearch');
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, throwError = true }) => {
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, throwError);
} 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;
};
/** @typedef {typeof import('@langchain/core/tools').Tool} ToolConstructor */
/** @typedef {import('@langchain/core/tools').Tool} Tool */
/**
* 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 {ToolConstructor} 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 {() => Promise<Tool>} 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,
isAgent,
useSpecs,
tools = [],
options = {},
functions = true,
returnMap = false,
}) => {
const toolConstructors = {
calculator: Calculator,
google: GoogleSearchAPI,
wolfram: StructuredWolfram,
'stable-diffusion': StructuredSD,
'azure-ai-search': StructuredACS,
traversaal_search: TraversaalSearch,
tavily_search_results_json: TavilySearchResults,
};
const customConstructors = {
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',
});
},
};
const requestedTools = {};
if (functions === true) {
toolConstructors.dalle = DALLE3;
}
const imageGenOptions = {
isAgent,
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,
'stable-diffusion': imageGenOptions,
};
const toolAuthFields = {};
availableTools.forEach((tool) => {
if (customConstructors[tool.pluginKey]) {
return;
}
toolAuthFields[tool.pluginKey] = tool.authConfig.map((auth) => auth.authField);
});
const toolContextMap = {};
const remainingTools = [];
for (const tool of tools) {
if (tool === Tools.execute_code) {
requestedTools[tool] = async () => {
const authValues = await loadAuthValues({
userId: user,
authFields: [EnvVar.CODE_API_KEY],
});
const codeApiKey = authValues[EnvVar.CODE_API_KEY];
const { files, toolContext } = await primeCodeFiles(options, codeApiKey);
if (toolContext) {
toolContextMap[tool] = toolContext;
}
const CodeExecutionTool = createCodeExecutionTool({
user_id: user,
files,
...authValues,
});
CodeExecutionTool.apiKey = codeApiKey;
return CodeExecutionTool;
};
continue;
} else if (tool === Tools.file_search) {
requestedTools[tool] = async () => {
const { files, toolContext } = await primeSearchFiles(options);
if (toolContext) {
toolContextMap[tool] = toolContext;
}
return createFileSearchTool({ req: options.req, files });
};
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 === true) {
remainingTools.push(tool);
}
}
let specs = null;
if (useSpecs === true && functions === true && remainingTools.length > 0) {
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;
}
const toolPromises = [];
for (const tool of tools) {
const validTool = requestedTools[tool];
if (validTool) {
toolPromises.push(
validTool().catch((error) => {
logger.error(`Error loading tool ${tool}:`, error);
return null;
}),
);
}
}
const loadedTools = (await Promise.all(toolPromises)).flatMap((plugin) => plugin || []);
return { loadedTools, toolContextMap };
};
module.exports = {
loadToolWithAuth,
loadAuthValues,
validateTools,
loadTools,
};