AutomationFlows › Memory Buffer Window

n8n workflows for Memory Buffer Window.

All n8n workflows that use the Memory Buffer Window integration. Each is integration-tagged, privacy-stripped, and importable into your n8n instance in one click.
AI & RAG

Adaptive RAG. Uses agent, chatTrigger, lmChatGoogleGemini, memoryBufferWindow. Chat trigger; 39 nodes.

Agent, Chat Trigger, Google Gemini Chat +4
AI & RAG

🧠 Give Your AI Agent Chatbot Long Term Memory Tools Router. Uses executeWorkflowTrigger, googleDocs, telegram, gmail. Event-driven trigger; 39 nodes.

Execute Workflow Trigger, Google Docs, Telegram +7
AI & RAG

Workflow 2358. Uses slack, textSplitterRecursiveCharacterTextSplitter, embeddingsOpenAi, documentDefaultDataLoader. Chat trigger; 39 nodes.

Slack, Text Splitter Recursive Character Text Splitter, OpenAI Embeddings +14
AI & RAG

2358. Uses slack, textSplitterRecursiveCharacterTextSplitter, embeddingsOpenAi, documentDefaultDataLoader. Chat trigger; 39 nodes.

Slack, Text Splitter Recursive Character Text Splitter, OpenAI Embeddings +14
Social Media

Workflow 3409. Uses httpRequest, executeWorkflowTrigger, memoryBufferWindow, memoryManager. Event-driven trigger; 39 nodes.

HTTP Request, Execute Workflow Trigger, Memory Buffer Window +2
AI & RAG

This n8n workflow equips your AI agent with long-term memory and a dynamic tools router, enabling it to provide intelligent, context-aware responses while managing tasks across multiple tools. By comb

Execute Workflow Trigger, Google Docs, Telegram +7
AI & RAG

This workflow was presented at the AI Developers meet up in San Fransico on 24 July, 2024. Categorize incoming Gmail emails and assign custom Gmail labels. This example uses the Text Classifier node,

Slack, Text Splitter Recursive Character Text Splitter, OpenAI Embeddings +14
AI & RAG

AI Blog Publisher – Automated Blog Content Workflow This workflow is designed for individuals and teams who regularly publish content on their blog and want to automate the entire process from start t

WordPress, HTTP Request, Memory Buffer Window +9
AI & RAG

This workflow transforms a Google Drive folder into an intelligent, searchable knowledge base and provides a chat agent to query it. It’s composed of two distinct flows: An ingestion pipeline to proce

OpenAI Embeddings, OpenAI Chat, Tool Http Request +10
AI & RAG

🧠 Who is this for? Startup founders designing creative growth strategies Marketing teams seeking low-cost, high-impact campaigns Consultants and agencies needing fast guerrilla plans Creators explorin

Chat Trigger, Agent, Memory Buffer Window +2
AI & RAG

This n8n workflow implements a version of the Adaptive Retrieval-Augmented Generation (RAG) framework. It recognizes that the best way to retrieve information often depends on the type of question ask

Agent, Chat Trigger, Google Gemini Chat +4
AI & RAG

This workflow template provides a robust solution for efficiently sending multiple prompts to Anthropic's Claude models in a single batch request and retrieving the results. It leverages the Anthropic

HTTP Request, Execute Workflow Trigger, Memory Buffer Window +2
AI & RAG

The Full Blogging Automation Journey This N8N workflow transforms a simple topic request into a fully published, SEO-optimized blog post through a seamless 7-phase process. Starting with your topic id

Chat Trigger, OpenAI Chat, Memory Buffer Window +5
AI & RAG

This is the core AI agent used for queryverify.com.

Chat Trigger, Memory Buffer Window, Postgres +4
AI & RAG

Categories: Business Automation, Content Creation, SEO, AI

Memory Buffer Window, Agent, n8n +6
AI & RAG

This workflow helps users find the most relevant n8n templates using AI.

HTTP Request, Qdrant Vector Store, Google Gemini Embeddings +5
AI & RAG

local_RAG. Uses documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, chatTrigger, memoryBufferWindow. Event-driven trigger; 39 nodes.

Document Default Data Loader, Text Splitter Recursive Character Text Splitter, Chat Trigger +9
AI & RAG

LineBot-SYS2//Success. Uses agent, memoryBufferWindow, @aotoki/n8n-nodes-line-messaging, lmChatGoogleGemini. Event-driven trigger; 39 nodes.

Agent, Memory Buffer Window, @Aotoki/N8N Nodes Line Messaging +3
AI & RAG

Wait Splitout. Uses manualTrigger, embeddingsMistralCloud, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 38 nodes.

Embeddings Mistral Cloud, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +9
AI & RAG

Wait Splitout. Uses manualTrigger, embeddingsMistralCloud, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 38 nodes.

Embeddings Mistral Cloud, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +9
AI & RAG

Deep Research Report Generation Using Open Router, Google Search, Webhook/Telegram and Notion. Uses telegramTrigger, memoryBufferWindow, outputParserStructured, agent. Event-driven trigger; 38 nodes.

Telegram Trigger, Memory Buffer Window, Output Parser Structured +7
AI & RAG

Telegram ChatBot with multiple sessions. Uses lmChatOpenAi, memoryBufferWindow, telegramTrigger, googleSheets. Event-driven trigger; 38 nodes.

OpenAI Chat, Memory Buffer Window, Telegram Trigger +5
AI & RAG

LLM Chaining examples. Uses manualTrigger, httpRequest, markdown, stickyNote. Event-driven trigger; 38 nodes.

HTTP Request, Anthropic Chat, Memory Buffer Window +3
AI & RAG

Boost your productivity with this AI-powered email and calendar assistant:

Chat Trigger, OpenAI Chat, Memory Buffer Window +13
AI & RAG

This workflow creates an AI-powered Telegram chatbot with session management, allowing users to: Start new conversations (). Check current sessions (). Resume past sessions (). Get summaries (). Ask q

OpenAI Chat, Memory Buffer Window, Telegram Trigger +5
AI & RAG

This n8n workflows builds another example of creating a knowledgebase assistant but demonstrates how a more deliberate and targeted approach to ingesting the data can produce much better results for y

Embeddings Mistral Cloud, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +9
AI & RAG

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

N8N Nodes Globals, Email Read Imap, Lm Chat Mistral Cloud +3
AI & RAG

This workflow demonstrates three distinct approaches to chaining LLM operations using Claude 3.7 Sonnet. Connect to any section to experience the differences in implementation, performance, and capabi

HTTP Request, Anthropic Chat, Memory Buffer Window +3
AI & RAG

The benefits being (1) the vision model doesn't need to keep all document scans in context (expensive) and (2) ability to query on graphical content such as charts, graphs and tables. Page extracts fr

HTTP Request, N8N Nodes Qdrant, Chat Trigger +7
AI & RAG

This workflow creates an intelligent document assistant called "Mookie" that can answer questions based on your uploaded documents. Here's how it operates: Document Ingestion: The system can automatic

Document Default Data Loader, Lm Chat Azure Open Ai, Agent +9
AI & RAG

This n8n workflow automates the daily generation of comprehensive analytics reports from multiple websites, processes them using OpenAI's powerful language models, and then delivers the insights direc

Memory Buffer Window, Google Analytics, Agent +6
AI & RAG

This workflow acts as an autonomous Tier 2 Customer Support Agent. It doesn't just answer questions; it manages the entire lifecycle of a support ticket—from triage to resolution with Guardrails to de

Guardrails, Agent, Tool Workflow +11
AI & RAG

An end-to-end Retrieval-Augmented Generation (RAG) customer support workflow for n8n, using a cache-first strategy (LangCache) combined with a Redis vector store powered by OpenAI embeddings. This tem

Chat Trigger, Agent, Output Parser Structured +7
AI & RAG

Telegram Ai Bot. Uses openAi, httpRequest, agent, memoryBufferWindow. Webhook trigger; 38 nodes.

OpenAI, HTTP Request, Agent +3
AI & RAG

Analysis Anna. Uses httpRequest, memoryBufferWindow, telegram, outputParserStructured. Event-driven trigger; 38 nodes.

HTTP Request, Memory Buffer Window, Telegram +8
AI & RAG

Gist:Olegivaniv. Uses embeddingsOpenAi, documentDefaultDataLoader, textSplitterTokenSplitter, httpRequest. Event-driven trigger; 38 nodes.

OpenAI Embeddings, Document Default Data Loader, Text Splitter Token Splitter +10
AI & RAG

Tetra_Blind_Eval_RAG_TEST+Ejentum_Harness. Uses embeddingsGoogleGemini, vectorStoreQdrant, httpRequestTool, agent. Event-driven trigger; 37 nodes.

Google Gemini Embeddings, Qdrant Vector Store, HTTP Request Tool +4
AI & RAG

Jacobo Chatbot V2. Uses agent, memoryBufferWindow, toolThink, httpRequest. Webhook trigger; 37 nodes.

Agent, Memory Buffer Window, Tool Think +4
AI & RAG

> ⚠️ This template uses the Trilox community node (n8n-nodes-trilox) and requires self-hosted n8n.

Agent, OpenAI Chat, Memory Buffer Window +5
AI & RAG

An AI-powered cold email automation that uses Google Gemini to generate personalized outreach and a Telegram workflow for manual approval, ensuring high-quality, human-in-the-loop campaigns. Smart Lea

Agent, Google Gemini Chat, Telegram +5
AI & RAG

This comprehensive n8n workflow automates the complete process of generating professional interior design moodboards from concept to client delivery. Users submit a design brief through a form, and th

Google Gemini Chat, Output Parser Structured, Tool Think +7
AI & RAG

This workflow automates enterprise compliance governance using a multi-agent AI architecture. It targets compliance officers, legal teams, and risk managers who need continuous, jurisdiction-aware mon

Agent, OpenAI Chat, Memory Buffer Window +8
AI & RAG

n8n-ejentum-harness-integration-patterns. Uses lmChatOpenRouter, memoryBufferWindow, chatTrigger, mcpClientTool. Chat trigger; 37 nodes.

OpenRouter Chat, Memory Buffer Window, Chat Trigger +3
AI & RAG

My workflow 7. Uses lmChatOpenRouter, slackTrigger, chatTrigger, agent. Event-driven trigger; 37 nodes.

OpenRouter Chat, Slack Trigger, Chat Trigger +7
AI & RAG

Booking-Bot-Workflow. Uses telegramTrigger, memoryBufferWindow, lmChatOpenAi, telegram. Event-driven trigger; 37 nodes.

Telegram Trigger, Memory Buffer Window, OpenAI Chat +5
AI & RAG

Agent Access Control Template. Uses memoryBufferWindow, lmChatOpenAi, telegramTrigger, airtable. Event-driven trigger; 36 nodes.

Memory Buffer Window, OpenAI Chat, Telegram Trigger +9
AI & RAG

GameMasterAi. Uses agent, lmChatOpenAi, discord, chatTrigger. Webhook trigger; 36 nodes.

Agent, OpenAI Chat, Discord +6
AI & RAG

This workflow is perfect for: Businesses and teams who need an automated solution to organize, analyze, and retrieve insights from their internal documents. Researchers who want to quickly analyze and

Document Default Data Loader, Google Drive Trigger, Text Splitter Character Text Splitter +10
AI & RAG

This workflow enables users to interact with a PostgreSQL database using natural language. It translates text inputs into SQL queries, retrieves the corresponding data, and generates visualizations us

Memory Buffer Window, Read Write File, Chat Trigger +4
AI & RAG

This workflow allows granular control over the access to tools connected to AI Agents (including Multi-Agent setups) using Role Based Access Control.

Memory Buffer Window, OpenAI Chat, Telegram Trigger +9
AI & RAG

Multi-functional Discord Bot with Llama AI, Image Generation, and Knowledge Base Integration 🤖🎨🧠

Memory Buffer Window, Discord, N8N Trigger +5
AI & RAG

Multi-modal AI Image Generator powered by Google's Nano Banana (Gemini 2.5 Flash Image)* - the latest state-of-the-art image generation model Accepts text, images, voice messages, and PDFs via Telegra

OpenAI, HTTP Request, Telegram +5
AI & RAG

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

Telegram Trigger, HTTP Request, Agent +9
AI & RAG

Streamline your recruitment process with AI-powered resume analysis that goes beyond keyword matching.

Form Trigger, Google Drive, Google Gemini Chat +7
AI & RAG

This n8n workflow template creates an intelligent stock technical analysis system that delivers professional-grade trading signals directly to your Telegram. Designed for retail traders, investors, an

HTTP Request, Output Parser Structured, Memory Buffer Window +4
AI & RAG

This workflow is a complete AI-powered customer support automation for e-commerce businesses.

Qdrant Vector Store, HTTP Request, Google Drive +12
AI & RAG

veo limpo new. Uses moveBinaryData, httpRequest, chatTrigger, baserow. Webhook trigger; 36 nodes.

Move Binary Data, HTTP Request, Chat Trigger +8
AI & RAG

My workflow 5. Uses informationExtractor, lmChatAzureOpenAi, outputParserStructured, mcpClientTool. Webhook trigger; 36 nodes.

Information Extractor, Lm Chat Azure Open Ai, Output Parser Structured +5
AI & RAG

Agent:Tools:Anthropic. Uses executeWorkflowTrigger, toolWorkflow, outputParserStructured, agent. Event-driven trigger; 36 nodes.

Execute Workflow Trigger, Tool Workflow, Output Parser Structured +5
AI & RAG

Personal Portfolio Resume CV Chatbot. Uses embeddingsGoogleGemini, stickyNote, scheduleTrigger, lmChatGoogleGemini. Scheduled trigger; 35 nodes.

Google Gemini Embeddings, Google Gemini Chat, Google Drive Trigger +9
AI & RAG

Wait Splitout. Uses whatsAppTrigger, whatsApp, httpRequest, memoryBufferWindow. Event-driven trigger; 35 nodes.

WhatsApp Trigger, WhatsApp, HTTP Request +5
AI & RAG

Wait Splitout. Uses whatsAppTrigger, whatsApp, httpRequest, memoryBufferWindow. Event-driven trigger; 35 nodes.

WhatsApp Trigger, WhatsApp, HTTP Request +5
AI & RAG

Telegram. Uses memoryBufferWindow, toolWorkflow, agent, telegramTrigger. Event-driven trigger; 35 nodes.

Memory Buffer Window, Tool Workflow, Agent +8
AI & RAG

Trading Agent - Agent Flow. Uses memoryBufferWindow, toolWorkflow, agent, telegramTrigger. Event-driven trigger; 35 nodes.

Memory Buffer Window, Tool Workflow, Agent +8
AI & RAG

4827. Uses agent, lmChatOpenAi, embeddingsOpenAi, memoryBufferWindow. Event-driven trigger; 35 nodes.

Agent, OpenAI Chat, OpenAI Embeddings +9
AI & RAG

Template. Uses whatsApp, httpRequest, memoryBufferWindow, toolWikipedia. Webhook trigger; 35 nodes.

WhatsApp, HTTP Request, Memory Buffer Window +4
AI & RAG

This template is designed for internal support teams, product specialists, and knowledge managers in technology companies who want to automate ingestion of product documentation and enable AI-driven,

Agent, OpenAI Chat, OpenAI Embeddings +9
AI & RAG

This n8n template demonstrates the beginnings of building your own n8n-powered WhatsApp chatbot! Under the hood, utilise n8n's powerful AI features to handle different message types and use an AI agen

WhatsApp Trigger, WhatsApp, HTTP Request +5
AI & RAG

I prepared a detailed guide that demonstrates the complete process of building a trading agent automation using n8n and Telegram, seamlessly integrating various functions for stock analysis.

Memory Buffer Window, Tool Workflow, Agent +8
AI & RAG

A fully autonomous, HTX Spot Market AI Agent (Huobi AI Agent) built using GPT-4o and Telegram. This workflow is the primary interface, orchestrating all internal reasoning, trading logic, and output f

OpenAI Chat, Telegram Trigger, Telegram +5
AI & RAG

This n8n workflow implements a fully automated Retrieval-Augmented Generation (RAG) pipeline powered by Google Drive, OpenAI embeddings, and Pinecone.

Pinecone Vector Store, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +10
AI & RAG

This template is perfect for:

Google Gemini Embeddings, Google Gemini Chat, Google Drive Trigger +9
AI & RAG

Turn plain-language chat like “Tomorrow 9 AM: write blog post” into neatly organised Todoist tasks with GPT-4o and n8n—zero code.

Agent, Execute Workflow Trigger, Chat Trigger +5
AI & RAG

👥 Who's it for This workflow is perfect for businesses or individuals who want to automate WhatsApp conversations 💬 with an intelligent AI chatbot that can handle text, voice notes 🎵, and images 🖼️. N

Agent, Memory Buffer Window, OpenAI +3
AI & RAG

Instantly access live Bybit Spot Market data in Telegram!

OpenAI Chat, Telegram Trigger, Telegram +5
AI & RAG

This n8n workflow automates the process of ingesting documents from multiple sources (Google Drive and web forms) into a Qdrant vector database for semantic search capabilities. It handles batch proce

Google Drive, Qdrant Vector Store, OpenAI Embeddings +8
AI & RAG

Lead gen without spam: drop helpful replies where your audience hangs out. Get discovered by AI surfaces (AI Overviews / SGE, AISEO/GSEO) via high-quality brand mentions. Customer support in the wild:

Reddit, Agent, Google Gemini Chat +5
AI & RAG

Automate your personal productivity by transforming actionable emails from Gmail and Outlook into structured tasks within Google Tasks or Microsoft To Do, all managed by a multi-agent AI system.

Google Tasks Tool, Microsoft To Do Tool, Memory Buffer Window +7
AI & RAG

Instantly access real-time Binance Spot Market data in Telegram!

OpenAI Chat, Telegram Trigger, Telegram +5
AI & RAG

Instantly access live OKX Spot Market data directly in Telegram!

OpenAI Chat, Telegram Trigger, Telegram +5
AI & RAG

Coinbase AI Agent instantly fetches real-time market data directly in Telegram!

OpenAI Chat, Telegram Trigger, Telegram +5
AI & RAG

Instantly fetch live Gate.io Spot Market data directly in Telegram!

OpenAI Chat, Telegram Trigger, Memory Buffer Window +5
AI & RAG

This workflow creates a conversational assistant that can answer questions based on your Google Drive documents. It automatically processes various file types and uses Retrieval-Augmented Generation (

OpenAI Chat, Document Default Data Loader, OpenAI Embeddings +9
AI & RAG

Get real-time MEXC Spot Market data instantly in Telegram!

OpenAI Chat, Telegram Trigger, Telegram +5
AI & RAG

This n8n workflow automates the entire process, from learning based on your website data, documents to a multi-channel chatbot with automated ticket creation. It's the perfect solution for businesses

Chat Trigger, Agent, Form Trigger +10
AI & RAG

Instantly access Upbit Spot Market Data in Telegram with AI Automation

OpenAI Chat, Telegram Trigger, Telegram +5
AI & RAG

Access live KuCoin Spot Market data instantly in Telegram!

OpenAI Chat, Telegram Trigger, Telegram +5
AI & RAG

This n8n workflow automates the daily monitoring of trends across X (Twitter), newsletters, and websites. It runs on a schedule, fetches data from configured sources in Google Sheets, processes it usi

Google Sheets, Gmail, Airtop Tool +7
AI & RAG

This workflow implements a WhatsApp-based virtual restaurant assistant that automates customer interaction from the first message to post-dining follow-up.

WhatsApp Trigger, WhatsApp, Guardrails +8
AI & RAG

Whatsapp Lead Agent. Uses httpRequest, hunter, @tavily/n8n-nodes-tavily, @mendable/n8n-nodes-firecrawl. Webhook trigger; 35 nodes.

HTTP Request, Hunter, @Tavily/N8N Nodes Tavily +11
AI & RAG

Whatsapp AI-Powered Chatbot. Uses whatsAppTrigger, httpRequest, openAi, lmChatOpenAi. Event-driven trigger; 35 nodes.

WhatsApp Trigger, HTTP Request, OpenAI +8
AI & RAG

Whatsapp. Uses agent, lmChatOpenAi, embeddingsOpenAi, memoryBufferWindow. Event-driven trigger; 35 nodes.

Agent, OpenAI Chat, OpenAI Embeddings +9
AI & RAG

Logos · Telegram Support Bot. Uses postgres, telegram, telegramTrigger, agent. Webhook trigger; 35 nodes.

Postgres, Telegram, Telegram Trigger +5
AI & RAG

Webhook Schedule. Uses manualTrigger, stickyNote, agent, lmChatOpenAi. Event-driven trigger; 34 nodes.

Agent, OpenAI Chat, Memory Buffer Window +7
AI & RAG

Canvas LMS Telegram AI Agent. Uses telegramTrigger, agent, telegram, lmChatOpenAi. Event-driven trigger; 34 nodes.

Telegram Trigger, Agent, Telegram +3
AI & RAG

This workflow automates credit operations onboarding by running KYC verification, credit bureau checks, identity validation, and sanctions screening through a single AI-powered agent. Built for credit

Agent, OpenAI Chat, Output Parser Structured +8
AI & RAG

The Video Grok Agent is an AI-powered video generation and editing workflow that uses Grok 4.1 Fast (via OpenRouter) and Grok Imagine Video to create and modify videos through natural language.

Tool Workflow, Execute Workflow Trigger, Chat Trigger +5
AI & RAG

This workflow lets you build a Messenger AI Agent capable of understanding text, images, and voice notes, and replying intelligently in real time.

OpenAI Chat, Memory Buffer Window, Tool Calculator +4
AI & RAG

This workflow implements a complete Voice AI Chatbot system for Wordress that integrates speech recognition, guardrails for safety, retrieval-augmented generation (RAG), Qdrant vector search, and audi

OpenAI Chat, Memory Buffer Window, Tool Calculator +10
AI & RAG

This AI agent manages your Streak CRM via WhatsApp. Send messages to create contacts, add boxes to pipelines, update stages, link contacts to boxes, and retrieve information, add and get tasks all thr

WhatsApp, WhatsApp Trigger, HTTP Request +8
AI & RAG

https://n8n-tools.streamlit.app/

Agent, OpenAI Chat, Memory Buffer Window +7
AI & RAG

This workflow is built for individuals, teams, and businesses that receive regular inquiries via email and want to automate responses in a way that’s intelligent, brand-aligned, and always up to date.

OpenAI Chat, Tool Vector Store, Pinecone Vector Store +14
AI & RAG

This is a base template for anyone trying to develop a Slack bot AI Agent. This base allows for multiple inputs (Voice, Picture, Video, and Text inputs) to be processed by an AI model of their choosin

Agent, OpenAI, Memory Buffer Window +6
AI & RAG

This workflow intelligently analyzes incoming Gmail emails, classifies intent using GPT-4, and sends real-time Slack notifications while logging structured data into Google Sheets. It provides a smart

Gmail Trigger, Slack, Output Parser Structured +4
AI & RAG

This workflow automates credit operations onboarding by running KYC verification, credit bureau checks, identity validation, and sanctions screening through a single AI-powered agent. Built for credit

Agent, OpenAI Chat, Output Parser Structured +8
AI & RAG

Housemate. Uses telegramTrigger, openAi, googleDrive, telegram. Event-driven trigger; 34 nodes.

Telegram Trigger, OpenAI, Google Drive +10
AI & RAG

Nps-Com-Atendimento-Ao-Cliente. Uses toolSerpApi, lmChatOpenAi, microsoftSql, gmail. Webhook trigger; 34 nodes.

Tool Serp Api, OpenAI Chat, Microsoft Sql +6
AI & RAG

Universal Expense tracker. Uses telegram, httpRequest, openAi, googleSheets. Webhook trigger; 33 nodes.

Telegram, HTTP Request, OpenAI +7
AI & RAG

Learn how to build an MCP Server and Client in n8n with official nodes.

Agent, Google Calendar Tool, Mcp Trigger +8
AI & RAG

This workflow creates an intelligent Telegram-based AI assistant that remembers user details, manages lists, integrates with Google Calendar, and can fetch live information from the web. It is designe

Telegram Trigger, OpenAI Chat, Memory Buffer Window +7
AI & RAG

This beginner-friendly workflow demonstrates the core building blocks of n8n. It guides you through: Triggers – Start workflows manually, on a schedule, via webhooks, or through chat. Data processing

HTTP Request, Chat Trigger, Memory Buffer Window +3
AI & RAG

Build a fully functional AI chatbot for any website using Retrieval-Augmented Generation (RAG). This workflow automatically crawls and indexes your entire site into a Qdrant vector database, then powe

Chat Trigger, Memory Buffer Window, Gmail Tool +7
AI & RAG

Outlook_Email Classifier_Tools_MCP. Uses agentTool, microsoftOutlookTool, agent, telegramTrigger. Event-driven trigger; 33 nodes.

Agent Tool, Microsoft Outlook Tool, Agent +6
AI & RAG

Build your first AI MCP Server. Uses agent, googleCalendarTool, mcpTrigger, executeWorkflowTrigger. Event-driven trigger; 32 nodes.

Agent, Google Calendar Tool, Mcp Trigger +8
AI & RAG

Email Subscription Service With N8N Forms, Airtable And Ai. Uses scheduleTrigger, airtable, gmail, executeWorkflow. Scheduled trigger; 32 nodes.

Airtable, Gmail, Execute Workflow Trigger +8
AI & RAG

AI-Powered WhatsApp Chatbot for Text, Voice, Images & PDFs. Uses whatsAppTrigger, httpRequest, openAi, lmChatOpenAi. Event-driven trigger; 32 nodes.

WhatsApp Trigger, HTTP Request, OpenAI +4
AI & RAG

Code Schedule. Uses scheduleTrigger, airtable, gmail, executeWorkflow. Scheduled trigger; 32 nodes.

Airtable, Gmail, Execute Workflow Trigger +8
AI & RAG

n8n telegram RAG. Uses lmChatGoogleGemini, embeddingsGoogleGemini, memoryManager, vectorStoreSupabase. Event-driven trigger; 32 nodes.

Google Gemini Chat, Google Gemini Embeddings, Memory Manager +10
AI & RAG

This workflow is a highly advanced multimodal AI assistant designed to operate through WhatsApp. It can understand and respond to text, images, voice messages, and PDF documents by combining OpenAI mo

WhatsApp Trigger, HTTP Request, OpenAI +4
AI & RAG

An AI-powered sales agent on WhatsApp that handles product inquiries using your Supabase knowledge base and n8n catalog. Customers can send text, voice notes, or images to ask about products, pricing,

OpenAI Embeddings, Supabase Vector Store, Text Splitter Recursive Character Text Splitter +11
AI & RAG

A fully automated Telegram-based personal finance tracker that: Accepts receipts as images, PDFs, or plain text Uses Google Gemini Vision for OCR & intelligent extraction Logs every expense into Googl

Telegram Trigger, Agent, Google Gemini Chat +8
AI & RAG

This powerful n8n workflow deploys a sophisticated, multi-talented AI chatbot designed to streamline your e-commerce and customer support operations. The AI assistant can intelligently understand user

Shopify Tool, Chat Trigger, Agent +7
AI & RAG

This workflow combines website chatbot intelligence with automated document ingestion and vectorization — enabling live Q&A from both chat input and processed Google Drive files. It uses Mistral AI fo

Chat Trigger, OpenAI Chat, Memory Buffer Window +7
AI & RAG

This Chatbot automates the process of discovering job openings and generating tailored job application emails.

Chat Trigger, OpenAI Chat, Mcp Client Tool +12
AI & RAG

This n8n template shows how anyone can build a simple newsletter-like subscription service where users can enrol themselves to receive messages/content on a regular basis. It uses n8n forms for data c

Airtable, Gmail, Execute Workflow Trigger +8
AI & RAG

This n8n workflow leverages the power of AI and automation to streamline Pipedrive's CRM operations using natural language commands. It allows you to interact with your Deals, Leads, Persons, and Orga

Telegram Trigger, Agent, Memory Buffer Window +5
AI & RAG

> This n8n template builds Stacey, an AI assistant that runs inside Telegram. Stacey listens to your messages, understands what you want using AI, and intelligently routes commands to MCP-connected

Tool Workflow, Tool Http Request, Telegram +11
AI & RAG

This n8n workflow processes user feedback automatically, tags it with sentiment, and links it to relevant insights in Notion. It uses GPT-4 to analyze each feedback entry, determine whether it corresp

Notion, Notion Tool, Output Parser Structured +6
AI & RAG

This template connects Wix Chat with OpenAI via n8n to automate intelligent customer responses on your website only when no human has responded recently. It uses smart throttling, checks for member vs

HTTP Request, Email Send Tool, Agent +3
AI & RAG

This n8n automation workflow is designed for customer support teams, business owners, or service providers who want to automate customer interactions on WhatsApp.

Tool Think, N8N Nodes Rapiwa, Agent +6
AI & RAG

This n8n template lets you automatically build and maintain an AI-ready knowledge base from Outlook emails and Notion pages. It stores both sources in a Pinecone vector database so your AI agent can r

Microsoft Outlook Trigger, Microsoft Outlook, Pinecone Vector Store +9
AI & RAG

This n8n workflow is designed for businesses, customer support teams, and page administrators who want to automate their Facebook Messenger responses while maintaining the ability to escalate to human

Agent, Tool Think, HTTP Request Tool +5
AI & RAG

Track and query your expenses effortlessly through Telegram using voice or text messages. This AI-powered workflow transcribes voice input via AssemblyAI, processes transactions with a GPT-4.1 mini ag

Telegram Trigger, Telegram, HTTP Request +6
AI & RAG

Use case: link on your profile to not only show off you AI workflow skills but also to provide an interactive chatbot about your work history for prospective employers.

Chat Trigger, Agent, OpenAI Chat +5
AI & RAG

Automatically analyze incoming lead replies from Google Sheets using Azure OpenAI GPT-4, classify their intent (Demo Request, Pricing, Objection, etc.), and create actionable follow-up tasks in ClickU

Google Sheets, ClickUp, HTTP Request +4
AI & RAG

Streamline customer support with a real-time, AI-powered answer engine that detects incoming support emails, classifies intent, identifies the customer’s GEO region, and generates a tailored reply rea

Slack, Gmail Trigger, OpenAI Chat +5
AI & RAG

This n8n workflow is designed for Shopify store owners and e-commerce managers who want to automate their store operations through an intelligent AI assistant. The workflow creates a conversational in

Shopify Tool, Discord, Telegram +10
AI & RAG

This workflow automates end-to-end legal contract review and compliance governance for legal teams, contract managers, and risk officers. It solves the problem of manually reviewing uploaded contracts

Agent, OpenAI Chat, Memory Buffer Window +5
AI & RAG

N8N 23 9. Uses memoryBufferWindow, lmChatGoogleGemini, githubTool, agent. Webhook trigger; 32 nodes.

Memory Buffer Window, Google Gemini Chat, Github Tool +3
AI & RAG

Avecta. Uses httpRequest, agent, lmChatAnthropic, memoryBufferWindow. Webhook trigger; 32 nodes.

HTTP Request, Agent, Anthropic Chat +7
AI & RAG

Build your first AI MCP Server. Uses agent, googleCalendarTool, mcpTrigger, executeWorkflowTrigger. Event-driven trigger; 32 nodes.

Agent, Google Calendar Tool, Mcp Trigger +8
AI & RAG

Job Application PredictLeads & ScrapeGraph AI. Uses chatTrigger, lmChatOpenAi, mcpClientTool, memoryBufferWindow. Chat trigger; 32 nodes.

Chat Trigger, OpenAI Chat, Mcp Client Tool +12
AI & RAG

This workflow answers WhatsApp support messages using Google Gemini with company context from Google Docs, and automatically creates Cal.com bookings when users provide enough scheduling details, then

Agent, WhatsApp Trigger, WhatsApp +5
AI & RAG

WooCommerce AI Chatbot Workflow for Post-Sales Support. Uses chatTrigger, memoryBufferWindow, wooCommerceTool, toolCalculator. Chat trigger; 31 nodes.

Chat Trigger, Memory Buffer Window, Woo Commerce Tool +13
AI & RAG

This workflow turns a Telegram bot into a fully functional personal AI assistant capable of handling your schedule and inbox through natural conversation. Send it a text message, record a voice note,

Telegram, OpenAI, Agent +5
AI & RAG

Enhance your data analysis by connecting an AI Agent to your dataset, using n8n tools.

Chat Trigger, Agent, OpenAI Chat +6
AI & RAG

This project is an automation workflow that generates a personalized resume and cover letter for each job listing. Generates an HTML resume from your data. Hosts it live on GitHub Pages. Converts it t

HTTP Request, Agent, OpenAI Chat +10
AI & RAG

This workflow takes real user questions from Reddit and transforms them into fully structured blog posts — title, intro, steps, and conclusion — using AI. Manually triggered when you want to run it Sc

Reddit, Google Sheets, Agent +2
AI & RAG

This workflow automates the process of recording financial transactions from photos of receipts or shopping receipts. Users simply send an image of the receipt via Telegram. The image is processed usi

Telegram Trigger, HTTP Request, Chain Llm +7
AI & RAG

This workflow receives messages and media from WhatsApp via the Evolution API, converts the content into structured inputs, and forwards them to an AI Agent capable of triggering MCP tools to execute

N8N Nodes Evolution Api, Google Gemini, Google Gemini Chat +5
AI & RAG

Top Branch Workflow The Data Scientist: Ingest: Pulls historical sales data from Google Sheets. Math Engine: Runs 7 statistical algorithms (e.g., Seasonal Naive, Linear Trend, Regression). It backtest

Output Parser Structured, OpenAI Chat, Agent +6
AI & RAG

This WooCommerce-integrated chatbot is designed to transform post-sales customer support by combining automation and artificial intelligence to deliver fast, secure, and personalized assistance.

Chat Trigger, Memory Buffer Window, Woo Commerce Tool +13
AI & RAG

This is a base template for anyone trying to develop a telegram AI Agent. This base allows for multiple inputs (Voice, Picture, Video, and Text inputs) to be processed by an AI model of their choosing

Telegram Trigger, Agent, OpenAI +5
AI & RAG

Integrates GHL + Wazzap with Redis and an AI Agent using ClientInfo to process messages, generate accurate replies, and send them via a custom field trigger.

Agent, Anthropic Chat, HTTP Request +5
AI & RAG

This Telegram workflow batches rapid-fire messages from the same user into one prompt (20–30s debounce), then sends a single AI reply.

Telegram, OpenAI, Google Sheets +6
AI & RAG

This workflow automatically generates professional, branded LinkedIn posts using your custom Figma designs. Perfect for marketers, agencies, content creators, and businesses who want to maintain consi

Memory Buffer Window, Perplexity Tool, Tool Think +7
AI & RAG

Instantly fetch real-time Bitget spot market data directly in Telegram! This workflow integrates the Bitget REST v2 API with Telegram (plus optional AI-powered formatting) to deliver the latest crypto

OpenAI Chat, Telegram Trigger, Telegram +5
AI & RAG

Perfect for educators, consultants, and content creators who record sessions and want to repurpose them into social media posts, videos, and images without manual work. Chat interface triggers the AI

Chat Trigger, OpenAI Chat, Memory Buffer Window +9
AI & RAG

This workflow automates ethics disclosure intake, investigation, risk routing, and escalation for compliance officers, legal teams, and ethics oversight boards. Disclosures arrive via webhook and are

Agent, OpenAI Chat, Memory Buffer Window +7
AI & RAG

Intelligent seller governance enforcement and compliance automation

Agent, OpenAI Chat, Memory Buffer Window +7
AI & RAG

This workflow implements an advanced AI-powered system for generating, and executing Claude Skills stored on GitHub.

Chat Trigger, Memory Buffer Window, Mcp Client Tool +9
AI & RAG

论文解读自动生成微信推文. Uses readBinaryFiles, memoryBufferWindow, toolCode, n8n-nodes-wechat-offiaccount. Event-driven trigger; 31 nodes.

Read Binary Files, Memory Buffer Window, Tool Code +4
AI & RAG

This workflow is a complete AI-powered customer support automation for WooCommerce e-commerce websites. It combines conversational AI, Retrieval-Augmented Generation (RAG), vector search, WooCommerce

Qdrant Vector Store, HTTP Request, Google Drive +14
AI & RAG

Agent IA Factures. Uses telegramTrigger, lmChatOpenAi, agent, airtableTool. Event-driven trigger; 31 nodes.

Telegram Trigger, OpenAI Chat, Agent +9
AI & RAG

Code Filter. Uses chatTrigger, agent, lmChatOpenAi, toolCalculator. Chat trigger; 30 nodes.

Chat Trigger, Agent, OpenAI Chat +6
AI & RAG

ejemplo RAG vs CRAG. Uses googleDrive, vectorStoreQdrant, embeddingsOllama, agent. Event-driven trigger; 30 nodes.

Google Drive, Qdrant Vector Store, Ollama Embeddings +9
AI & RAG

This workflow creates an AI-powered Telegram bot that allows users to generate and modify images using Grok Imagine models via the Kie AI API.

OpenRouter Chat, Telegram Trigger, Telegram +7
AI & RAG

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

Google Gemini Chat, Memory Buffer Window, N8N Nodes Mcp +6
AI & RAG

An intelligent IT support agent that uses Azure AI Search for knowledge retrieval, Microsoft Entra ID integration for user management, and Jira for ticket creation. The agent can answer questions usin

Chat Trigger, Google Gemini Chat, Memory Buffer Window +5
AI & RAG

Use cases are many: Manage your Gmail inbox, schedule calendar events, and handle contact details — all from one central AI-powered assistant. Perfect for freelancers managing clients, agency owners w

Agent, Gmail Tool, Google Gemini Chat +10
AI & RAG

This n8n template builds a WhatsApp support copilot that answers **order status and product availability** from Shopify using LLM "agents," then replies to the customer in WhatsApp or routes to human

WhatsApp Trigger, Memory Buffer Window, OpenRouter Chat +7
AI & RAG

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

Google Drive, Pinecone Vector Store, OpenAI Embeddings +7
AI & RAG

This workflow creates a conversational bridge between Telegram / n8n Chat and Home Assistant. It allows users to control smart home devices or request information using natural language (text or voice

Telegram Trigger, Telegram, OpenAI +5
AI & RAG

Instant, automated scheduling. This AI Scheduling Agent manages real-time appointments, availability checks, and rescheduling across Google Calendar and Sheets, eliminating human hold times.

Tool Think, Memory Buffer Window, OpenAI Chat +7
AI & RAG

Deploy a true AI assistant on WhatsApp. This n8n workflow uses a sophisticated hierarchical agent structure to not only handle conversations but also manage your emails and calendar directly from your

Google Gemini Chat, Memory Buffer Window, WhatsApp Trigger +5
AI & RAG

This template is designed to collect execution data from your AI workflows and generate an interactive dashboard for easy monitoring. It's compatible with any AI Agent or RAG workflow in n8n. Track me

Chat Trigger, Agent, Memory Buffer Window +3
AI & RAG

This workflow is designed for IT teams, service desk agents, and operations managers who use ServiceNow. It reduces manual effort by automatically classifying chat messages as Incidents or Requests, c

Chat Trigger, OpenAI Chat, Text Classifier +7
AI & RAG

This workflow is designed for support teams, data engineers, and AI developers who want to centralize Jira issue data into a vector database. It collects open issues and their associated comments, con

Text Splitter Recursive Character Text Splitter, HTTP Request, Pinecone Vector Store +8
AI & RAG

This n8n workflow transforms natural language queries into targeted B2B prospecting campaigns by combining Explorium's data intelligence with AI-powered research and personalized email generation. Sim

Memory Buffer Window, Agent, Output Parser Structured +5
AI & RAG

This n8n template demonstrates how to build an AI-powered Market Research Assistant using a multi-agent workflow. It helps you get a 360-degree view of a product idea or research topic by analysing: C

Chat Trigger, Memory Buffer Window, Agent +5
AI & RAG

This workflow automates end-to-end validation, assessment, and reporting of n8n workflow JSON templates using Google Drive, Azure OpenAI GPT-4o, Gmail, and Slack. It retrieves workflows from a Drive f

Memory Buffer Window, Lm Chat Azure Open Ai, Output Parser Structured +5
AI & RAG

Automatically detect, classify, and document GitHub API errors using AI. This workflow connects GitHub, OpenAI (GPT-4o), Airtable, Notion, and Slack to build a real-time, searchable API error knowledg

Github Trigger, Agent, OpenAI Chat +6
AI & RAG

This workflow automatically monitors competitor product prices stored in Google Sheets. It scrapes product pages, extracts pricing and offer data using AI, and compares it with historical values. Base

Google Sheets, Agent, Groq Chat +3
AI & RAG

Workflow 3050. Uses chatTrigger, agent, lmChatOpenAi, toolCalculator. Chat trigger; 30 nodes.

Chat Trigger, Agent, OpenAI Chat +6
AI & RAG

Fluxo-N8N. Uses googleSheetsTool, dataTable, dataTableTool, informationExtractor. Webhook trigger; 30 nodes.

Google Sheets Tool, Data Table, Data Table Tool +11
AI & RAG

Requirement-to-Task-V5. Uses lmChatOpenAi, memoryBufferWindow, textClassifier, agent. Event-driven trigger; 30 nodes.

OpenAI Chat, Memory Buffer Window, Text Classifier +9
AI & RAG

46-Voice+Text+Image_WhatsAppAgent. Uses whatsAppTrigger, agent, lmChatOpenAi, memoryBufferWindow. Event-driven trigger; 30 nodes.

WhatsApp Trigger, Agent, OpenAI Chat +8
Social Media

Linkedin Automation. Uses toolHttpRequest, lmChatOpenRouter, agent, httpRequest. Scheduled trigger; 30 nodes.

Tool Http Request, OpenRouter Chat, Agent +7
AI & RAG

Generate Sql Queries From Schema Only Ai Powered. Uses lmChatOpenAi, memoryBufferWindow, noOp, mySql. Chat trigger; 29 nodes.

OpenAI Chat, Memory Buffer Window, MySQL +3
AI & RAG

Generate SQL queries from schema only - AI-powered. Uses lmChatOpenAi, memoryBufferWindow, noOp, mySql. Chat trigger; 29 nodes.

OpenAI Chat, Memory Buffer Window, MySQL +3
AI & RAG

Generate SQL queries from schema only - AI-powered. Uses lmChatOpenAi, memoryBufferWindow, noOp, mySql. Chat trigger; 29 nodes.

OpenAI Chat, Memory Buffer Window, MySQL +3
AI & RAG

⚡📽️ Ultimate AI-Powered Chatbot for YouTube Summarization & Analysis. Uses executeWorkflowTrigger, chatTrigger, stickyNote, memoryBufferWindow. Event-driven trigger; 29 nodes.

Execute Workflow Trigger, Chat Trigger, Memory Buffer Window +4
AI & RAG

ZEP Memory. Uses agent, telegramTrigger, telegram, httpRequest. Event-driven trigger; 29 nodes.

Agent, Telegram Trigger, Telegram +5
AI & RAG

CreateWorkPlan. Uses informationExtractor, lmChatAzureOpenAi, outputParserStructured, mcpClientTool. Webhook trigger; 29 nodes.

Information Extractor, Lm Chat Azure Open Ai, Output Parser Structured +6
AI & RAG

Build a Multi-Agent system with n8n, Qdrant, Gmail & OpenAI. Uses vectorStoreQdrant, toolWorkflow, executeWorkflowTrigger, googleDrive. Event-driven trigger; 29 nodes.

Qdrant Vector Store, Tool Workflow, Execute Workflow Trigger +11
AI & RAG

This workflow implements a complete Retrieval-Augmented Generation (RAG) knowledge assistant with built-in document ingestion, conversational AI, and automated analytics using n8n, OpenAI, and Pinecon

Form Trigger, Data Table, Text Splitter Recursive Character Text Splitter +8
AI & RAG

This workflow is built for sales teams, agencies, and small businesses that receive inbound leads via WhatsApp and want to automate their first response, lead qualification, and CRM logging — without

Agent, Google Sheets, Google Calendar +4
AI & RAG

This workflow is a modification of the previous template on how to create an SQL agent with LangChain and SQLite.

OpenAI Chat, Memory Buffer Window, MySQL +3
AI & RAG

This n8n workflow template allows you to interact with an AI agent that extracts details and the transcript of a YouTube video using a provided video ID. Once the details and transcript are retrieved,

Execute Workflow Trigger, Chat Trigger, Memory Buffer Window +4
AI & RAG

This n8n template provides a powerful AI-powered chatbot that acts as your personal Spotify DJ. Simply tell the chatbot what kind of music you're in the mood for, and it will intelligently create a cu

OpenAI Chat, Spotify, Chain Llm +7

200 of 1806 workflows on page 2 of 10 · Browse all →

FAQ

How many n8n Memory Buffer Window workflows are in the catalog?

1806 n8n workflows in AutomationFlows currently use the Memory Buffer Window integration — triggers, actions, or both.

How do I connect Memory Buffer Window in n8n?

After importing the workflow JSON, n8n will prompt for Memory Buffer Window credentials on the relevant nodes. AutomationFlows strips credential IDs before publishing — you'll add your own.

Can I combine these with other integrations?

Yes — most Memory Buffer Window workflows pair with adjacent tools (Slack alerts, Google Sheets logging, OpenAI summarisation). Browse the integration tags on each workflow page to discover pairings.