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🤖 refactor: Improve Agents Memory Usage, Bump Keyv, Grok 3 (#6850)
* chore: remove unused redis file * chore: bump keyv dependencies, and update related imports * refactor: Implement IoRedis client for rate limiting across middleware, as node-redis via keyv not compatible * fix: Set max listeners to expected amount * WIP: memory improvements * refactor: Simplify getAbortData assignment in createAbortController * refactor: Update getAbortData to use WeakRef for content management * WIP: memory improvements in agent chat requests * refactor: Enhance memory management with finalization registry and cleanup functions * refactor: Simplify domainParser calls by removing unnecessary request parameter * refactor: Update parameter types for action tools and agent loading functions to use minimal configs * refactor: Simplify domainParser tests by removing unnecessary request parameter * refactor: Simplify domainParser call by removing unnecessary request parameter * refactor: Enhance client disposal by nullifying additional properties to improve memory management * refactor: Improve title generation by adding abort controller and timeout handling, consolidate request cleanup * refactor: Update checkIdleConnections to skip current user when checking for idle connections if passed * refactor: Update createMCPTool to derive userId from config and handle abort signals * refactor: Introduce createTokenCounter function and update tokenCounter usage; enhance disposeClient to reset Graph values * refactor: Update getMCPManager to accept userId parameter for improved idle connection handling * refactor: Extract logToolError function for improved error handling in AgentClient * refactor: Update disposeClient to clear handlerRegistry and graphRunnable references in client.run * refactor: Extract createHandleNewToken function to streamline token handling in initializeClient * chore: bump @librechat/agents * refactor: Improve timeout handling in addTitle function for better error management * refactor: Introduce createFetch instead of using class method * refactor: Enhance client disposal and request data handling in AskController and EditController * refactor: Update import statements for AnthropicClient and OpenAIClient to use specific paths * refactor: Use WeakRef for response handling in SplitStreamHandler to prevent memory leaks * refactor: Simplify client disposal and rename getReqData to processReqData in AskController and EditController * refactor: Improve logging structure and parameter handling in OpenAIClient * refactor: Remove unused GraphEvents and improve stream event handling in AnthropicClient and OpenAIClient * refactor: Simplify client initialization in AskController and EditController * refactor: Remove unused mock functions and implement in-memory store for KeyvMongo * chore: Update dependencies in package-lock.json to latest versions * refactor: Await token usage recording in OpenAIClient to ensure proper async handling * refactor: Remove handleAbort route from multiple endpoints and enhance client disposal logic * refactor: Enhance abort controller logic by managing abortKey more effectively * refactor: Add newConversation handling in useEventHandlers for improved conversation management * fix: dropparams * refactor: Use optional chaining for safer access to request properties in BaseClient * refactor: Move client disposal and request data processing logic to cleanup module for better organization * refactor: Remove aborted request check from addTitle function for cleaner logic * feat: Add Grok 3 model pricing and update tests for new models * chore: Remove trace warnings and inspect flags from backend start script used for debugging * refactor: Replace user identifier handling with userId for consistency across controllers, use UserId in clientRegistry * refactor: Enhance client disposal logic to prevent memory leaks by clearing additional references * chore: Update @librechat/agents to version 2.4.14 in package.json and package-lock.json
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68 changed files with 1796 additions and 623 deletions
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@ -63,6 +63,21 @@ const noSystemModelRegex = [/\bo1\b/gi];
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// const { getFormattedMemories } = require('~/models/Memory');
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// const { getCurrentDateTime } = require('~/utils');
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function createTokenCounter(encoding) {
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return (message) => {
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const countTokens = (text) => Tokenizer.getTokenCount(text, encoding);
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return getTokenCountForMessage(message, countTokens);
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};
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}
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function logToolError(graph, error, toolId) {
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logger.error(
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'[api/server/controllers/agents/client.js #chatCompletion] Tool Error',
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error,
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toolId,
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);
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}
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class AgentClient extends BaseClient {
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constructor(options = {}) {
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super(null, options);
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@ -535,6 +550,10 @@ class AgentClient extends BaseClient {
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}
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async chatCompletion({ payload, abortController = null }) {
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/** @type {Partial<RunnableConfig> & { version: 'v1' | 'v2'; run_id?: string; streamMode: string }} */
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let config;
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/** @type {ReturnType<createRun>} */
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let run;
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try {
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if (!abortController) {
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abortController = new AbortController();
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@ -632,11 +651,11 @@ class AgentClient extends BaseClient {
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/** @type {TCustomConfig['endpoints']['agents']} */
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const agentsEConfig = this.options.req.app.locals[EModelEndpoint.agents];
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/** @type {Partial<RunnableConfig> & { version: 'v1' | 'v2'; run_id?: string; streamMode: string }} */
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const config = {
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config = {
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configurable: {
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thread_id: this.conversationId,
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last_agent_index: this.agentConfigs?.size ?? 0,
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user_id: this.user ?? this.options.req.user?.id,
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hide_sequential_outputs: this.options.agent.hide_sequential_outputs,
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},
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recursionLimit: agentsEConfig?.recursionLimit,
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@ -655,15 +674,6 @@ class AgentClient extends BaseClient {
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initialMessages = formatContentStrings(initialMessages);
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}
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/** @type {ReturnType<createRun>} */
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let run;
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const countTokens = ((text) => this.getTokenCount(text)).bind(this);
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/** @type {(message: BaseMessage) => number} */
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const tokenCounter = (message) => {
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return getTokenCountForMessage(message, countTokens);
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};
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/**
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*
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* @param {Agent} agent
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@ -767,19 +777,14 @@ class AgentClient extends BaseClient {
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run.Graph.contentData = contentData;
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}
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const encoding = this.getEncoding();
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await run.processStream({ messages }, config, {
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keepContent: i !== 0,
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tokenCounter,
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tokenCounter: createTokenCounter(encoding),
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indexTokenCountMap: currentIndexCountMap,
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maxContextTokens: agent.maxContextTokens,
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callbacks: {
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[Callback.TOOL_ERROR]: (graph, error, toolId) => {
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logger.error(
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'[api/server/controllers/agents/client.js #chatCompletion] Tool Error',
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error,
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toolId,
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);
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},
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[Callback.TOOL_ERROR]: logToolError,
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},
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});
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};
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@ -809,6 +814,8 @@ class AgentClient extends BaseClient {
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break;
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}
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}
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const encoding = this.getEncoding();
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const tokenCounter = createTokenCounter(encoding);
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for (const [agentId, agent] of this.agentConfigs) {
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if (abortController.signal.aborted === true) {
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break;
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@ -917,7 +924,7 @@ class AgentClient extends BaseClient {
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* @param {string} params.text
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* @param {string} params.conversationId
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*/
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async titleConvo({ text }) {
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async titleConvo({ text, abortController }) {
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if (!this.run) {
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throw new Error('Run not initialized');
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}
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@ -950,6 +957,7 @@ class AgentClient extends BaseClient {
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contentParts: this.contentParts,
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clientOptions,
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chainOptions: {
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signal: abortController.signal,
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callbacks: [
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{
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handleLLMEnd,
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@ -975,7 +983,7 @@ class AgentClient extends BaseClient {
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};
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});
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this.recordCollectedUsage({
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await this.recordCollectedUsage({
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model: clientOptions.model,
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context: 'title',
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collectedUsage,
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