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

This workflow creates a fully interactive AI-powered Sales CRM Chatbot inside n8n, capable of understanding user queries, searching Google Sheets for CRM data, and responding intelligently based on re

Chat Trigger, OpenAI Chat, Google Sheets Tool +4
AI & RAG

Create a Telegram bot that answers questions using Retrieval-Augmented Generation (RAG) powered by Lookio and an LLM agent (GPT-4.1).

Telegram Trigger, Agent, Memory Buffer Window +4
AI & RAG

Create a Telegram bot that answers questions using AI-powered web search from Linkup and an LLM agent (GPT-4.1).

Telegram Trigger, Agent, Memory Buffer Window +4
AI & RAG

Title: Create daily AI news digest and send to Telegram

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

This workflow automates document understanding by accepting uploaded PDF or TXT files, extracting their text, generating a structured summary and question–answer set using GPT-4o, validating the AI ou

Agent, Output Parser Structured, Lm Chat Azure Open Ai +3
AI & RAG

Generate empathetic, professional reply drafts for customer or user messages. The workflow detects sentiment, tone, and risk level, drafts a concise response, sanitizes PII/links/emojis, and auto-esca

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

Productivity Automation AI Agents Scheduling Personal Operations

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

5-Automate_Product_Training___Customer_Support_via_WhatsApp__GPT_4___Google_Sheets. Uses whatsApp, whatsAppTrigger, httpRequest, googleSheets. Event-driven trigger; 21 nodes.

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

This comprehensive Retrieval-Augmented Generation (RAG) system enables businesses to effectively manage and query their knowledge base. Users can seamlessly upload documents via a web form, automatica

Form Trigger, Qdrant Vector Store, Google Gemini Embeddings +7
AI & RAG

This workflow turns n8n into a smart, conversational personal assistant. Think of it as a digital manager for your daily work life. It can read your emails, write out message drafts, check when you ar

Chat Trigger, OpenAI Chat, Gmail Tool +4
AI & RAG

AI Mail Assistant. Uses emailReadImap, lmChatOllama, n8n-nodes-imap, agent. Manual trigger; 21 nodes.

Email Read Imap, Ollama Chat, N8N Nodes Imap +7
AI & RAG

5-Automate_Product_Training___Customer_Support_via_WhatsApp__GPT_4___Google_Sheets. Uses whatsApp, whatsAppTrigger, httpRequest, googleSheets. Event-driven trigger; 21 nodes.

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

ai-fitness-2. Uses googleDrive, embeddingsGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Scheduled trigger; 21 nodes.

Google Drive, Google Gemini Embeddings, Document Default Data Loader +10
AI & RAG

5-Automate_Product_Training___Customer_Support_via_WhatsApp__GPT_4___Google_Sheets. Uses whatsApp, whatsAppTrigger, httpRequest, googleSheets. Event-driven trigger; 21 nodes.

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

5-Automate_Product_Training___Customer_Support_via_WhatsApp__GPT_4___Google_Sheets. Uses whatsApp, whatsAppTrigger, httpRequest, googleSheets. Event-driven trigger; 21 nodes.

WhatsApp, WhatsApp Trigger, HTTP Request +5
Social Media

Gmail Newsletter to Notion using n8n. Uses gmailTrigger, gmail, toolThink, memoryBufferWindow. Event-driven trigger; 21 nodes.

Gmail Trigger, Gmail, Tool Think +8
AI & RAG

Workflow-Rag. Uses httpRequest, vectorStorePinecone, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 21 nodes.

HTTP Request, Pinecone Vector Store, Document Default Data Loader +9
AI & RAG

Nola_case. Uses n8n-nodes-evolution-api, memoryBufferWindow, agent, lmChatGoogleGemini. Webhook trigger; 21 nodes.

N8N Nodes Evolution Api, Memory Buffer Window, Agent +2
Web Scraping

This workflow runs daily or via chat to scrape Tunisia-focused IT job listings from predefined company career pages using Firecrawl, saves results into Airtable tables, and emails a daily digest throu

Agent, Groq Chat, Memory Buffer Window +4
AI & RAG

This workflow ingests FAQs from Google Sheets into a Supabase vector table using Google Gemini embeddings, then serves a webhook-based support chatbot that answers only from that FAQ knowledge base an

Agent, Google Gemini Chat, Supabase Vector Store +5
AI & RAG

curso-orig. Uses chatTrigger, agent, lmChatGroq, memoryBufferWindow. Chat trigger; 21 nodes.

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

This workflow handles inbound WhatsApp Business messages with an OpenAI-powered sales agent that uses Pinecone RAG for product answers and Google Calendar tools for scheduling, then either replies on

WhatsApp Trigger, Agent, OpenAI Chat +7
AI & RAG

Procore RFI AI Analysis Notification. Uses CUSTOM, agent, slack, microsoftOutlook. Event-driven trigger; 21 nodes.

Custom, Agent, Slack +3
AI & RAG

Main Agent: Personal Assistant. Uses telegramTrigger, lmChatOpenAi, openAi, telegram. Event-driven trigger; 21 nodes.

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

Webhook Slack. Uses respondToWebhook, lmChatOpenAi, noOp, memoryBufferWindow. Webhook trigger; 20 nodes.

OpenAI Chat, Memory Buffer Window, Slack +2
AI & RAG

Webhook Slack. Uses respondToWebhook, lmChatOpenAi, noOp, memoryBufferWindow. Webhook trigger; 20 nodes.

OpenAI Chat, Memory Buffer Window, Slack +2
AI & RAG

Code Filter. Uses stickyNote, chatTrigger, lmChatOpenAi, memoryBufferWindow. Chat trigger; 20 nodes.

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

e-mail Chatbot with both semantic and structured RAG, using Telegram and Pgvector. Uses telegramTrigger, splitInBatches, chatTrigger, vectorStorePGVector. Event-driven trigger; 20 nodes.

Telegram Trigger, Chat Trigger, Vector Store Pgvector +6
AI & RAG

Personal Assistant MCP server. Uses chatTrigger, lmChatGoogleGemini, memoryBufferWindow, mcpTrigger. Chat trigger; 20 nodes.

Chat Trigger, Google Gemini Chat, Memory Buffer Window +6
AI & RAG

RAG AI Agent. Uses lmChatOpenAi, memoryBufferWindow, googleDrive, documentDefaultDataLoader. Webhook trigger; 20 nodes.

OpenAI Chat, Memory Buffer Window, Google Drive +8
AI & RAG

Build Time Hotspot Tracker - Gradle/CocoaPods Analyzer-f. Uses github, stickyNote, gmail, airtable. Webhook trigger; 20 nodes.

GitHub, Gmail, Airtable +5
AI & RAG

Aiden. Uses supabase, chat, memoryBufferWindow, memoryPostgresChat. Chat trigger; 20 nodes.

Supabase, Chat, Memory Buffer Window +9
AI & RAG

e-mail Chatbot with both semantic and structured RAG, using Telegram and Pgvector. Uses telegramTrigger, chatTrigger, vectorStorePGVector, toolWorkflow. Event-driven trigger; 20 nodes.

Telegram Trigger, Chat Trigger, Vector Store Pgvector +6
AI & RAG

Automate Product Data Collection & Customer Support via WhatsApp + GPT-4 + Google Sheets. Uses whatsApp, whatsAppTrigger, httpRequest, googleSheets. Event-driven trigger; 20 nodes.

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

Automate Product Data Collection & Customer Support via WhatsApp + GPT-4 + Google Sheets. Uses whatsApp, whatsAppTrigger, httpRequest, googleSheets. Event-driven trigger; 20 nodes.

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

Personal Assistant MCP server. Uses chatTrigger, lmChatGoogleGemini, memoryBufferWindow, mcpTrigger. Chat trigger; 20 nodes.

Chat Trigger, Google Gemini Chat, Memory Buffer Window +6
AI & RAG

What this does

Supabase, @Mendable/N8N Nodes Firecrawl, Document Default Data Loader +7
AI & RAG

This workflow is ideal for eCommerce founders, product managers, customer support teams, and automation builders who rely on WhatsApp to manage product information and interact with clients.

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

Wouldn't it be cool to just tell your computer or phone to "schedule a meeting with Sarah next Tuesday at 3 PM" or "find John Doe's email address" and have it actually do it? That's the dream of a per

Chat Trigger, Google Gemini Chat, Memory Buffer Window +6
AI & RAG

Create funny, ultra-realistic marketing reels on autopilot using n8n, Sora2, Blotato, and OpenAI. This beginner-friendly template generates a comedic video prompt, creates a 12-second Sora2 video, wri

Agent, OpenAI Chat, Memory Buffer Window +4
AI & RAG

This workflow implements a Retrieval-Augmented Generation (RAG) system using Google Gemini's File Search API. It allows users to upload files to a dedicated search store and then ask questions about t

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

This workflow allows you to ask questions about the data in a Google Sheet over a chat interface. It uses n8n's built-in chat, but could be modified to work with Slack, Teams, WhatsApp, etc.

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

Click here to see a video of this workflow in action.

OpenAI Chat, Memory Buffer Window, Slack +2
AI & RAG

Use your voice or text to command a Telegram-based AI agent that scrapes leads or generates detailed research reports—instantly.

Tool Workflow, Agent, OpenAI Chat +4
AI & RAG

This templates helps you ingest your PDF / text / MD documents into a knowledge graph use the graph as the knowledge base for your AI chatbots (and other workflows) visualize the main topics and gaps

Google Drive, HTTP Request, Chat Trigger +4
AI & RAG

This workflow is an AI-powered Salon Booking Assistant that automates hair, beauty, and spa appointment scheduling through a Webhook trigger. It interacts with the user in natural conversation, collec

OpenAI Chat, Output Parser Autofixing, Output Parser Structured +4
AI & RAG

An intelligent, fully customizable WhatsApp customer support chatbot template that works for ANY business - whether you sell fashion, electronics, food, furniture, cosmetics, or anything else. This wo

WhatsApp Trigger, Agent, Google Gemini Chat +3
AI & RAG

Automate your YouTube research workflow by extracting audio from any video, transcribing it with Whisper AI, and generating structured GEO (Goal–Execution–Outcome) summaries using GPT-4o-mini. 🎥🤖 This

HTTP Request, Notion, YouTube +5
AI & RAG

📌 Overview This workflow automates end-to-end appointment scheduling for your business using an AI-powered chatbot. Clients can book, reschedule, or cancel meetings through a simple chat interface — n

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

Everyone! Did you dream of asking an AI "what hotel did I stay in for holidays last summer?" or "what were my marks last semester like?".

Telegram Trigger, Chat Trigger, Vector Store Pgvector +6
AI & RAG

Automatically sync files from Google Drive into a searchable AI knowledge base with Pinecone, and answer user queries using GPT-4o with conversational memory.

OpenAI Chat, Memory Buffer Window, Tool Vector Store +8
AI & RAG

Organizations need AI capabilities while ensuring:

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

Transform your Jira project management with the power of AI and automation! This n8n workflow template demonstrates how to create a seamless integration between chat interfaces, AI processing, and Jir

Mcp Trigger, Jira Tool, Chat Trigger +4
AI & RAG

[](https://www.youtube.com/watch?v=AqVSLj7qb2Q)

Agent, Pinecone Vector Store, Google Gemini Embeddings +7
AI & RAG

This workflow manages subscription billing reminders and data updates via Telegram. It runs daily at 8:00 AM to check for upcoming due subscriptions, formats relevant information, and sends reminders

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

Generate high-quality, SEO-optimized content briefs automatically using AI, real-time keyword research, SERP intelligence, and historical content context. This workflow standardizes user inputs, fetch

Memory Buffer Window, Agent, Output Parser Structured +6
Social Media

Automatically analyze your Instagram posts’ engagement and audience sentiment using GPT-4 to uncover top-performing content and improvement opportunities. 💬📈 This workflow fetches your latest Instagra

Facebook Graph Api, Agent, Memory Buffer Window +5
AI & RAG

🚀 Overview

Google Drive, Telegram, Google Sheets +5
AI & RAG

Enhance content quality, SEO performance, and editorial consistency using an AI-powered optimization engine that blends OpenAI, Google Sheets history, Pinecone knowledge, and real-time SERP intelligen

Memory Buffer Window, Output Parser Structured, Google Sheets Tool +8
AI & RAG

This template helps you manage your calendars by enriching each calendar event with data from Perplexity, OpenWeatherMap, & Open AI, and sending notifications on your Telegram.

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

💸💬 Slack Pro is powerful — but the price hurts, especially for growing teams. This workflow is designed as a low-cost alternative solution that provides some Slack Pro functions (searchable history +

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

Submit a LinkedIn profile URL through a form. The workflow finds their email and company info using Wiza, then researches the prospect and their company with Perplexity AI to uncover recent news, grow

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

This template provides a high-performance, cost-optimized alternative to standard AI Agents for building RAG (Retrieval-Augmented Generation) chatbots.

Chat Trigger, OpenAI Chat, Chain Llm +5
AI & RAG

Automate product training & customer support via WhatsApp, GPT-4 & Google Sheets. Uses whatsApp, whatsAppTrigger, httpRequest, googleSheets. Event-driven trigger; 20 nodes.

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

Automate Product Training & Customer Support via WhatsApp, GPT-4 & Google Sheets. Uses whatsApp, whatsAppTrigger, httpRequest, googleSheets. Event-driven trigger; 20 nodes.

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

Automate Product Data Collection & Customer Support via WhatsApp + GPT-4 + Google Sheets. Uses whatsApp, whatsAppTrigger, httpRequest, googleSheets. Event-driven trigger; 20 nodes.

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

Automate Product Data Collection & Customer Support via WhatsApp + GPT-4 + Google Sheets. Uses whatsApp, whatsAppTrigger, httpRequest, googleSheets. Event-driven trigger; 20 nodes.

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

npetrova. Uses lmChatOpenAi, memoryBufferWindow, toolCalculator, toolWorkflow. Event-driven trigger; 20 nodes.

OpenAI Chat, Memory Buffer Window, Tool Calculator +5
AI & RAG

NPetrova Assistent. Uses lmChatOpenAi, memoryBufferWindow, toolCalculator, toolWorkflow. Event-driven trigger; 20 nodes.

OpenAI Chat, Memory Buffer Window, Tool Calculator +5
AI & RAG

2085. Uses chatTrigger, lmChatOpenAi, memoryBufferWindow, executeWorkflowTrigger. Chat trigger; 20 nodes.

Chat Trigger, OpenAI Chat, Memory Buffer Window +4
Social Media

linkedinGhostWritter. Uses httpRequest, agent, lmChatGroq, memoryBufferWindow. Webhook trigger; 20 nodes.

HTTP Request, Agent, Groq Chat +1
AI & RAG

Apertura. Uses executeWorkflowTrigger, dataTable, agent, lmChatOpenAi. Event-driven trigger; 20 nodes.

Execute Workflow Trigger, Data Table, Agent +7
AI & RAG

e-mail Chatbot with both semantic and structured RAG, using Telegram and Pgvector. Uses telegramTrigger, chatTrigger, vectorStorePGVector, toolWorkflow. Event-driven trigger; 20 nodes.

Telegram Trigger, Chat Trigger, Vector Store Pgvector +6
AI & RAG

Clinic.AI. Uses memoryBufferWindow, toolWorkflow, notion, lmChatOpenAi. Event-driven trigger; 20 nodes.

Memory Buffer Window, Tool Workflow, Notion +4
AI & RAG

IT Ops AI SlackBot Workflow - Chat with your knowledge base. Uses lmChatOpenAi, memoryBufferWindow, slack, toolWorkflow. Webhook trigger; 20 nodes.

OpenAI Chat, Memory Buffer Window, Slack +2
AI & RAG

Automate Product Data Collection & Customer Support via WhatsApp + GPT-4 + Google Sheets. Uses whatsApp, whatsAppTrigger, httpRequest, googleSheets. Event-driven trigger; 20 nodes.

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

This workflow turns a Telegram bot into a personal assistant J.A.R.V.I.S - powered by Groq (Llama 3.3 70B) and a LangChain agent with chat memory, using tools for web search, weather, news, Wikipedia

Telegram Trigger, Agent, Telegram +5
AI & RAG

This workflow responds to incoming WhatsApp Business messages, handling both text and voice notes by transcribing audio with OpenAI and replying with an OpenAI chat agent that uses per-contact convers

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

This workflow turns a Telegram bot into a personal assistant that accepts text or voice notes, transcribes audio with OpenAI, uses a memory-enabled AI agent for replies and calculations, and creates G

Telegram Trigger, Telegram, OpenAI +5
AI & RAG

Code Noop. Uses informationExtractor, lmChatOpenAi, googleSheets, splitInBatches. Event-driven trigger; 19 nodes.

Information Extractor, OpenAI Chat, Google Sheets +5
AI & RAG

Make OpenAI Citation for File Retrieval RAG. Uses memoryBufferWindow, stickyNote, chatTrigger, openAi. Chat trigger; 19 nodes.

Memory Buffer Window, Chat Trigger, OpenAI +1
AI & RAG

Scrape Web Data with Bright Data, Google Gemini and MCP Automated AI Agent. Uses agent, manualTrigger, n8n-nodes-mcp, stickyNote. Event-driven trigger; 19 nodes.

Agent, N8N Nodes Mcp, HTTP Request +3
AI & RAG

Visualize Your Sql Agent Queries With Openai And Quickchart.Io. Uses lmChatOpenAi, executeWorkflow, executeWorkflowTrigger, httpRequest. Event-driven trigger; 19 nodes.

OpenAI Chat, Execute Workflow Trigger, HTTP Request +5
AI & RAG

Http Stickynote. Uses lmChatOpenAi, executeWorkflow, executeWorkflowTrigger, httpRequest. Event-driven trigger; 19 nodes.

OpenAI Chat, Execute Workflow Trigger, HTTP Request +5
Data & Sheets

Make OpenAI Citation for File Retrieval RAG. Uses memoryBufferWindow, stickyNote, chatTrigger, openAi. Chat trigger; 19 nodes.

Memory Buffer Window, Chat Trigger, OpenAI +1
AI & RAG

tchopia-ai-workflow. Uses agent, memoryBufferWindow, lmChatGroq, toolWorkflow. Webhook trigger; 19 nodes.

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

The Recap AI - Whats App Chatbot Agent. Uses formTrigger, agent, lmChatGoogleGemini, toolThink. Event-driven trigger; 19 nodes.

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

n8n2API(No memory). Uses chatTrigger, httpRequest, lmChatOpenAi, agent. Chat trigger; 19 nodes.

Chat Trigger, HTTP Request, OpenAI Chat +2
AI & RAG

Workflow 2559. Uses lmChatOpenAi, executeWorkflowTrigger, httpRequest, chatTrigger. Event-driven trigger; 19 nodes.

OpenAI Chat, Execute Workflow Trigger, HTTP Request +5
AI & RAG

Make OpenAI Citation for File Retrieval RAG. Uses memoryBufferWindow, chatTrigger, openAi, httpRequest. Chat trigger; 19 nodes.

Memory Buffer Window, Chat Trigger, OpenAI +1
AI & RAG

2559. Uses lmChatOpenAi, executeWorkflowTrigger, httpRequest, chatTrigger. Event-driven trigger; 19 nodes.

OpenAI Chat, Execute Workflow Trigger, HTTP Request +5
AI & RAG

Automatically turn a simple Telegram message into fully researched, AI-generated visual content and publish it to multiple social platforms using Blotato — with async processing control and built-in s

Telegram Trigger, Agent, Telegram +3
AI & RAG

"Ade Technical Analyst" is a dual-workflow AI system combining conversational intelligence with visual chart analysis through Telegram. The system features 11 primary nodes for conversation management

Tool Workflow, Agent, Telegram +6
AI & RAG

Automatically guide students through personalized learning sessions using AI-powered intent classification, book-based knowledge retrieval (RAG), and full session logging — all without writing a singl

Lm Chat Deep Seek, Agent, OpenAI Embeddings +5
AI & RAG

This workflow automates the restaurant POS (Point of Sale) data management process, facilitating seamless order handling, customer tracking, inventory management, and sales reporting. It retrieves ord

Information Extractor, OpenAI Chat, Google Sheets +5
AI & RAG

This workflow aims to provide data visualization capabilities to a native SQL Agent. Together, they can help foster data analysis and data visualization within a team. It uses the native SQL Agent tha

OpenAI Chat, Execute Workflow Trigger, HTTP Request +5
AI & RAG

The AI Blog Generator is an advanced automation workflow powered by n8n, integrating GPT-4o and Google Sheets to generate SEO-rich blog articles for Shopify products. It automates the entire process —

Shopify, OpenAI, OpenAI Chat +4
AI & RAG

How it works • Transcribes a WhatsApp voice or text message from a prospect using Whisper or GPT • Extracts key information (name, need, context, urgency) via AI • Matches the most relevant service pa

OpenAI Chat, WhatsApp Trigger, HTTP Request +7
AI & RAG

This workflow powers the Binance Spot Market Quant AI Agent, acting as the Financial Market Analyst. It fuses real-time market structure data (price, volume, kline) with multiple timeframe technical i

Execute Workflow Trigger, OpenAI Chat, Memory Buffer Window +2
AI & RAG

🛠️ Read about how multi-domain RAG works and other use cases by working through this tutorial on the n8n Blog here.

Chat Trigger, Agent, OpenAI Chat +4
AI & RAG

Sales Automation, Artificial Intelligence, CRM Operations, Coaching & Training, AI Agents (RAG)

HTTP Request, Agent, OpenAI Chat +8
AI & RAG

This template is only available on n8n self-hosted as it's making use of the community node for MCP Client.

Agent, N8N Nodes Mcp, HTTP Request +3
AI & RAG

In this example, we will ensure that all texts from the OpenAI assistant search for citations and sources in the vector store files. We can also format the output for Markdown or HTML tags.

Memory Buffer Window, Chat Trigger, OpenAI +1
AI & RAG

**Get Started **

Google Docs, HTTP Request, Agent +2
AI & RAG

✨ Intro This workflow shows how to go beyond a “plain” AI chatbot by:

Telegram, OpenAI, OpenAI Chat +13
AI & RAG

Unlike approaches where you have to authenticate users prior to interacting with the agent, this approach allows guest users to authenticate at any time during the session or not at all.

Chat Trigger, OpenAI Chat, Memory Buffer Window +6
AI & RAG

AI Agent to learn directly from your GitHub repository. It automatically syncs source files, converts them into vectorized knowledge

Document Default Data Loader, Text Splitter Recursive Character Text Splitter, Agent +8
AI & RAG

⚠️ Disclaimer: This workflow uses Google Calendar and Gmail nodes which you will have to configure yourself

Agent, Google Gemini Chat, Gmail Tool +3
AI & RAG

This template is an end-to-end demo of a chatbot using business data from multiple sources (e.g. Notion, Chargebee, Hubspot etc.) with RAG + SQL.

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

This n8n template turns chat questions into structured financial reports using Gemini and posts them to a Discord channel via webhook. Ask about tickers, sectors, or theses (e.g., “NVDA long‑term outl

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

Description An intelligent conversational AI system that provides contextual responses by combining chat history, vector database knowledge retrieval, and web search capabilities. How it Works (High-l

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

RAG AI Agent for Documents in Google Drive → Pinecone → OpenAI Chat (n8n workflow)

Google Drive Trigger, Google Drive, Pinecone Vector Store +7
AI & RAG

This n8n workflow showcases a full-featured AI-powered assistant connected to a Shopify store through a custom MCP (Multi-Channel Commerce Platform) Server toolkit. It empowers users to automate compr

Agent, OpenAI Chat, Mcp Client Tool +4
AI & RAG

This n8n template automatically processes your industry newsletters and creates AI-powered intelligence briefs that filter signal from noise. Perfect for busy professionals who need to stay informed w

Gmail, Agent, Slack +5
AI & RAG

🔗 Slack + Bitly UTM Generator — Powered by OpenAI

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

This is a fully automated, end-to-end pipeline designed to solve the challenge of inconsistent and low-quality lead data from large-scale scraping operations. The system programmatically fetches raw l

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

Production-ready solution for controlling AI agent usage and preventing abuse while managing costs.

Agent, Google Sheets, Lm Chat Azure Open Ai +3
AI & RAG

Click here to access this Workflow for free.

Pinecone Vector Store, OpenAI Embeddings, Agent +6
AI & RAG

Tired of chasing clients for signed NDAs and contracts? This workflow eliminates the email back-and-forth and lets your clients sign instantly inside Telegram. Faster deal flow → Cut signing time from

HTTP Request Tool, Telegram Trigger, Google Gemini Chat +4
AI & RAG

Automate multilingual voice content creation by translating an English script into multiple languages and generating natural-sounding audio files using AI. 🌍🎙️ This workflow receives a script via webh

Item Lists, Google Drive, Agent +6
AI & RAG

Scrape Web Data with Bright Data, Google Gemini and MCP Automated AI Agent. Uses agent, n8n-nodes-mcp, httpRequest, lmChatGoogleGemini. Event-driven trigger; 19 nodes.

Agent, N8N Nodes Mcp, HTTP Request +3
AI & RAG

Customer support agent. Uses httpRequest, googleSheets, memoryBufferWindow, googleSheetsTool. Event-driven trigger; 19 nodes.

HTTP Request, Google Sheets, Memory Buffer Window +5
AI & RAG

Customer support agent. Uses httpRequest, googleSheets, memoryBufferWindow, googleSheetsTool. Event-driven trigger; 19 nodes.

HTTP Request, Google Sheets, Memory Buffer Window +5
AI & RAG

extract contrat. Uses dropbox, httpRequest, agent, lmChatOpenAi. Event-driven trigger; 19 nodes.

Dropbox, HTTP Request, Agent +5
AI & RAG

ai_chat_agent. Uses agent, lmChatOpenAi, chat, chatTrigger. Chat trigger; 19 nodes.

Agent, OpenAI Chat, Chat +5
AI & RAG

POC Sistema GenAI Híbrido para uso interno iFood -> Agente RAG + LLM Chain Routing. Uses chatTrigger, chainLlm, googleDrive, documentDefaultDataLoader. Chat trigger; 19 nodes.

Chat Trigger, Chain Llm, Google Drive +6
AI & RAG

restaurant chat. Uses telegramTrigger, agent, lmChatOpenRouter, memoryBufferWindow. Event-driven trigger; 19 nodes.

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

Ejemplo. Uses chatTrigger, httpRequest, chainLlm, lmChatOpenAi. Chat trigger; 19 nodes.

Chat Trigger, HTTP Request, Chain Llm +5
AI & RAG

40. Upload unlimited files to your vector database from Google Drive in seconds!. Uses googleDrive, vectorStorePinecone, agent, toolVectorStore. Chat trigger; 19 nodes.

Google Drive, Pinecone Vector Store, Agent +8
AI & RAG

Appointment_agent. Uses chatTrigger, lmChatOpenAi, memoryBufferWindow, httpRequestTool. Chat trigger; 19 nodes.

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

This workflow answers incoming WhatsApp customer questions using an OpenAI-powered agent that reads your live website via HTTP requests, escalates unclear or sensitive cases to your support team via G

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

Pete_Invoice. Uses agent, memoryBufferWindow, lmChatGoogleGemini, httpRequest. Event-driven trigger; 19 nodes.

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

This Telegram bot workflow lets an authorized user send meal details as text or a photo, uses Google Gemini to describe images, then uses an n8n AI Agent to estimate calories and replies in Telegram.

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

Wait Redis. Uses lmChatOpenAi, noOp, redis, memoryBufferWindow. Event-driven trigger; 18 nodes.

OpenAI Chat, Redis, Memory Buffer Window +4
AI & RAG

Wait Redis. Uses lmChatOpenAi, noOp, redis, memoryBufferWindow. Event-driven trigger; 18 nodes.

OpenAI Chat, Redis, Memory Buffer Window +4
Data & Sheets

Dsp agent. Uses telegramTrigger, telegram, openAi, agent. Event-driven trigger; 18 nodes.

Telegram Trigger, Telegram, OpenAI +9
AI & RAG

RAG Workflow For Company Documents stored in Google Drive. Uses vectorStorePinecone, embeddingsGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger

Pinecone Vector Store, Google Gemini Embeddings, Document Default Data Loader +8
AI & RAG

Enhance Chat Responses with Real-Time Search Data via Bright Data & Gemini AI. Uses chatTrigger, agent, lmChatGoogleGemini, memoryBufferWindow. Chat trigger; 18 nodes.

Chat Trigger, Agent, Google Gemini Chat +3
AI & RAG

Http Executeworkflow. Uses stickyNote, chatTrigger, lmChatOpenAi, memoryBufferWindow. Chat trigger; 18 nodes.

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

Multi-Agent Conversation. Uses chatTrigger, agent, splitInBatches, memoryBufferWindow. Chat trigger; 18 nodes.

Chat Trigger, Agent, Memory Buffer Window +1
AI & RAG

My workflow 43. Uses httpRequest, respondToWebhook, agent, googleCalendarTool. Webhook trigger; 18 nodes.

HTTP Request, Agent, Google Calendar Tool +3
AI & RAG

google-drive-rag. Uses vectorStorePinecone, embeddingsGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 18 nodes.

Pinecone Vector Store, Google Gemini Embeddings, Document Default Data Loader +8
AI & RAG

2346. Uses lmChatOpenAi, redis, memoryBufferWindow, twilioTrigger. Event-driven trigger; 18 nodes.

OpenAI Chat, Redis, Memory Buffer Window +4
AI & RAG

EJ 7 - RAG (archivo pdf en la web). Uses httpRequest, vectorStorePinecone, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 18 nodes.

HTTP Request, Pinecone Vector Store, Document Default Data Loader +7
AI & RAG

Workflow 2346. Uses lmChatOpenAi, redis, memoryBufferWindow, twilioTrigger. Event-driven trigger; 18 nodes.

OpenAI Chat, Redis, Memory Buffer Window +4
AI & RAG

Scrape_business_leads_from_Google_Maps_using_OpenAI_and_Google_Sheets__Use_for_free. Uses chatTrigger, agent, lmChatOpenAi, memoryBufferWindow. Chat trigger; 18 nodes.

Chat Trigger, Agent, OpenAI Chat +6
Data & Sheets

cv-elaborator. Uses chatTrigger, executeWorkflowTrigger, agent, lmChatGoogleGemini. Chat trigger; 18 nodes.

Chat Trigger, Execute Workflow Trigger, Agent +7
AI & RAG

This workflow implements a Retrieval Augmented Generation (RAG) chatbot that answers employee questions based on company documents stored in Google Drive. It automatically indexes new or updated docum

Pinecone Vector Store, Google Gemini Embeddings, Document Default Data Loader +8
AI & RAG

Engage multiple, uniquely configured AI agents (using different models via OpenRouter) in a single conversation. Trigger specific agents with @mentions or let them all respond. Easily scalable by edit

Chat Trigger, Agent, Memory Buffer Window +1
AI & RAG

This project is an AI-powered hotel receptionist built using n8n, designed to handle guest queries automatically through WhatsApp. It integrates Google Gemini, Redis, MySQL, and Google Sheets via Lang

Agent, Memory Buffer Window, Google Gemini Chat +6
AI & RAG

This project is an AI-powered WhatsApp virtual agent built using n8n, designed to handle both text and voice-based customer messages automatically. The workflow integrates Google Gemini, Pinecone, and

Agent, Google Gemini Chat, Memory Buffer Window +6
AI & RAG

This workflow creates a WhatsApp chatbot that answers questions using your own PDFs through RAG (Retrieval-Augmented Generation). Every time you upload a document to Google Drive, it is processed into

Google Drive Trigger, Google Drive, Pinecone Vector Store +9
AI & RAG

A comprehensive flight price monitoring and AI assistant solution built entirely in n8n. Combines automated price tracking with intelligent conversational flight search via Telegram.

N8N Nodes Serpapi, Telegram, Telegram Trigger +3
AI & RAG

Brief Description: Your personal finance assistant inside Telegram! Chat naturally with an AI agent to track expenses, log income, view spending history, and manage your budget—all through simple conv

Telegram Trigger, Telegram, Agent +5
AI & RAG

An AI-powered Telegram bot that automates customer support for e-commerce stores — handling order tracking, order cancellations, and support ticket creation, all without human intervention.

Telegram Trigger, Telegram, Agent +3
AI & RAG

Use n8n to bring data from any API to your AI. This workflow uses the Chat Trigger to provide the chat interface, and the Custom n8n Workflow Tool to call a second workflow that calls the API.

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

This n8n workflow demonstrates a simple approach to improve chat UX by staggering an AI Agent's reply for users who send in a sequence of partial messages and in short bursts. Twilio webhook receives

OpenAI Chat, Redis, Memory Buffer Window +4
AI & RAG

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

Telegram Trigger, Telegram, @Elevenlabs/N8N Nodes Elevenlabs +5
AI & RAG

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

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

This n8n workflow template uses community nodes and is only compatible with the self-hosted version of n8n.

Google Gemini Chat, N8N Nodes Mcp, Mcp Trigger +4
AI & RAG

Transform any device manual into an intelligent AI assistant that provides 24/7 support for your users. This template works with ANY household appliance, electronic device, or technical equipment. Man

Agent, OpenAI Chat, Memory Buffer Window +4
AI & RAG

This n8n workflow creates an intelligent AI agent that automates browser interactions through Airtop's browser automation platform. The agent can control real browser sessions, navigate websites, inte

Chat Trigger, Agent, OpenAI Chat +3
AI & RAG

Advanced Gmail AI Auto-Responder with Context Intelligence The next-generation email automation that knows your communication style, remembers conversations, and responds with human-like intelligence.

Gmail Trigger, Google Drive, Gmail +7
AI & RAG

Chat to write or reword a blog post. The workflow stores each result in Google Sheets and uses a sub-workflow “Google tool” to count rows per session (your running context). If a session exceeds a row

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

The user sends a text or voice message through Telegram requesting a doctor’s appointment.

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

Who It’s For: This workflow is designed for developers, founders, community managers, and automation enthusiasts who want to bring a personal AI assistant directly into their Telegram chat. It lets us

Telegram Trigger, Agent, OpenAI Chat +3
AI & RAG

This workflow uses an AI agent to intelligently generate unique, high-quality content, check for duplicates, and post it on a consistent schedule to automate your entire Twitter presence. Social Media

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

Click here to access this Workflow for free.

Agent, OpenAI Chat, Memory Buffer Window +4
AI & RAG

<h1>🚀 Cybersecurity News Automation Workflow</h1> <p> This <strong>n8n automation workflow</strong> fetches daily cybersecurity news, cleans it, summarizes with AI, and posts it automatically to a Tel

RSS Feed Read, HTTP Request, Telegram +3
AI & RAG

This AI Agent helps you create short links from your original URLs. Each generated short link is automatically stored in a database table for easy management and tracking. Provide a long URL to the Ag

Data Table, Chat Trigger, Agent +4
AI & RAG

This workflow converts a single topic into a full blog article through a structured multi-step process. Instead of generating everything in one pass, it breaks the task into clear stages to produce cl

OpenAI Chat, Output Parser Structured, Agent +1
AI & RAG

This template monitors a Google Drive folder, converts PDF documents into clean text chunks with Unstructured, generates OpenAI embeddings, and upserts vectors into Pinecone. It’s a practical, product

HTTP Request, Chat Trigger, Agent +6
AI & RAG

This template is only available on n8n self-hosted as it's making use of the community node for MCP Client.

Chat Trigger, Agent, Google Gemini Chat +3
AI & RAG

This n8n template demonstrates a simple AI Agent that can: Scrape information from a provided listing link. Answer questions about a specific property using the scraped information. Use SerpAPI* to fi

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

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

Agent, Telegram Trigger, OpenAI +4
AI & RAG

AI Agent MCP for Email & News Research

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

Overview 📌

WhatsApp Trigger, Google Gemini, Agent +6
AI & RAG

This template is perfect for content creators, researchers, marketers, and Reddit enthusiasts who want to stay updated on specific topics without manually browsing Reddit. If you need curated, AI-summ

Telegram, Telegram Trigger, Reddit +3
AI & RAG

Streamline the final stage of your content production workflow by automating publishing, formatting, metadata generation, and approval routing. This AI-powered subworkflow pulls optimized drafts from

Google Sheets Tool, Memory Buffer Window, Agent +6
AI & RAG

🧠 AI-Powered Lead Routing and Sales Team Distribution

HubSpot Trigger, HubSpot, Airtable +8
AI & RAG

This workflow automatically analyzes meeting effectiveness and provides constructive feedback:

Agent, OpenAI Chat, Google Drive Tool +6
AI & RAG

Build a completely automated LinkedIn content engine using n8n, OpenAI, Google Sheets, and the LinkedIn API. This workflow reads unpublished topics from a Google Sheet, generates engaging AI-powered p

Output Parser Structured, Google Sheets, Memory Buffer Window +4
AI & RAG

This automation operates in three distinct phases: Ingestion, Storage, and Generation.

Vector Store Mongo Dbatlas, Agent, Google Gemini Embeddings +7
AI & RAG

Parse_Company_Links_-_Test. Uses agent, memoryBufferWindow, googleSheets, lmChatOpenRouter. Scheduled trigger; 18 nodes.

Agent, Memory Buffer Window, Google Sheets +2
AI & RAG

Real Estate Mega Infrastructure. Uses chatTrigger, agent, googleCalendar, httpRequest. Chat trigger; 18 nodes.

Chat Trigger, Agent, Google Calendar +5
AI & RAG

10813 Create Seo Optimized Blog Articles With Gpt 4O Mini S Multi Stage Generation. Uses lmChatOpenAi, outputParserStructured, agent, memoryBufferWindow. Event-driven trigger; 18 nodes.

OpenAI Chat, Output Parser Structured, Agent +1
AI & RAG

This workflow powers a support chat experience that uses an OpenAI RAG agent with in-memory vector search to answer questions from a knowledge base, and includes a manual ingestion flow that fetches a

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

Template 10813. Uses lmChatOpenAi, outputParserStructured, agent, memoryBufferWindow. Event-driven trigger; 18 nodes.

OpenAI Chat, Output Parser Structured, Agent +1
AI & RAG

ORB Trade Strategy. Uses googleSheetsTrigger, httpRequest, agent, lmChatOpenAi. Event-driven trigger; 18 nodes.

Google Sheets Trigger, HTTP Request, Agent +3
AI & RAG

Enhance Chat Responses with Real-Time Search Data via Bright Data & Gemini AI. Uses chatTrigger, agent, lmChatGoogleGemini, memoryBufferWindow. Chat trigger; 18 nodes.

Chat Trigger, Agent, Google Gemini Chat +3
AI & RAG

RAG Workflow For Company Documents stored in Google Drive. Uses vectorStorePinecone, embeddingsGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger

Pinecone Vector Store, Google Gemini Embeddings, Document Default Data Loader +8
AI & RAG

Pred. Uses lmChatOpenAi, outputParserStructured, agent, memoryBufferWindow. Event-driven trigger; 18 nodes.

OpenAI Chat, Output Parser Structured, Agent +1
AI & RAG

This workflow powers a RAG chatbot that answers chat messages using a Groq Llama model grounded in a Pinecone knowledge base, and automatically updates that knowledge base by ingesting new files added

Chat Trigger, Agent, Groq Chat +8
Data & Sheets

DSP Agent. Uses telegramTrigger, telegram, openAi, agent. Event-driven trigger; 17 nodes.

Telegram Trigger, Telegram, OpenAI +9
AI & RAG

Ask a human. Uses memoryBufferWindow, toolWorkflow, executeWorkflowTrigger, stickyNote. Event-driven trigger; 17 nodes.

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

Chat with GitHub OpenAPI Specification using RAG (Pinecone and OpenAI). Uses manualTrigger, httpRequest, vectorStorePinecone, documentDefaultDataLoader. Event-driven trigger; 17 nodes.

HTTP Request, Pinecone Vector Store, Document Default Data Loader +7
AI & RAG

Open Deep Research - AI-Powered Autonomous Research Workflow. Uses chatTrigger, chainLlm, lmChatOpenRouter, httpRequest. Chat trigger; 17 nodes.

Chat Trigger, Chain Llm, OpenRouter Chat +4
AI & RAG

Line_Chatbot_Extract_Text_from_Pay_Slip_with_Gemini. Uses memoryBufferWindow, stickyNote, httpRequest, agent. Webhook trigger; 17 nodes.

Memory Buffer Window, HTTP Request, Agent +3
AI & RAG

Open Deep Research - AI-Powered Autonomous Research Workflow. Uses chatTrigger, chainLlm, lmChatOpenRouter, httpRequest. Chat trigger; 17 nodes.

Chat Trigger, Chain Llm, OpenRouter Chat +4
AI & RAG

Google Maps FULL. Uses chatTrigger, agent, lmChatOpenAi, memoryBufferWindow. Chat trigger; 17 nodes.

Chat Trigger, Agent, OpenAI Chat +6

200 of 2056 workflows on page 5 of 11 · Browse all →

FAQ

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

2056 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.