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 template presents a multi-agent system in which a coordinating agent manages specialized sub-agents: an AI agent for RAG and document summarization, and an email agent. Each agent effectively ope

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

Step-by-step instructions to get this workflow running in n8n. Self-hosted n8n instance (v1.113.0+ recommended) Community nodes enabled in n8n Facebook Page (you must be an admin) OpenAI account Pinec

HTTP Request, Memory Buffer Window, OpenAI Chat +2
AI & RAG

This n8n workflow creates a conversational AI video agent accessible through Telegram. Users chat with a bot to request AI-generated talking-head videos using VEED's MCP tools, then optionally publish

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

This AI Agent Carousel Maker uses ChatGPT and Blotato to write, generate, and auto-post social media carousels to 5 social platforms: Instagram, Tiktok, Facebook, Twitter, and Pinterest.

@Blotato/N8N Nodes Blotato, Chat Trigger, Memory Buffer Window +3
AI & RAG

Send an AI a few details about your "Dream Customer" in normal english, then have it search the web and give you a "Dream 100" - 100 ideal prospects to connect with in your industry.

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

Empower your workflows with an intelligent AI chat assistant that retrieves real-time context from Google Sheets and a Pinecone knowledge base using Retrieval-Augmented Generation (RAG). 🤖📂 This workf

Memory Buffer Window, Agent, Output Parser Structured +11
AI & RAG

Streamline Facebook Messenger inbox management with an AI-powered categorization and response system. 💬⚙️ This workflow automatically classifies new messages as Lead, Query, or Spam using GPT-4, route

Error Trigger, Slack, Facebook Graph Api +5
AI & RAG

Automatically generate and distribute detailed End-of-Day (EOD) reports combining task progress from ClickUp and opportunity data from GoHighLevel. This workflow uses AI to analyze daily performance,

Slack, Email Send, Google Drive +6
AI & RAG

This workflow streamlines your content organization process by automatically analyzing new blog posts in your GitHub repository and assigning appropriate categories and tags using OpenAI. It compares

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

This workflow is a two-part intelligent content creation system built in n8n, designed to generate professional and on-brand LinkedIn posts.

Lm Chat Mistral Cloud, Tool Think, Agent +4
AI & RAG

Streamline AI-focused SEO research by automatically analyzing URLs stored in Google Sheets, extracting semantic signals from each webpage, and generating high-quality topic clusters for AI discovery.

Google Sheets, HTTP Request, OpenAI Chat +3
AI & RAG

Chat with a multi-agent system to write a blog. The orchestrator advances through research, headlines, hooks, outline, intro, draft, and final polish–one phase per reply—outputting options and asking

Agent, Tool Workflow, Memory Buffer Window +9
AI & RAG

Deploy a personal AI assistant that answers recruiter questions about your skills and projects, then automatically emails your CV as a PDF attachment when requested. Upload your portfolio documents (r

Google Drive Trigger, Google Drive, Pinecone Vector Store +11
AI & RAG

This workflow automates multi-robot swarm coordination for robotics engineers, autonomous systems researchers, and industrial automation teams managing fleets of robots in real time. It solves the pro

Data Table, Agent, OpenAI Chat +3
AI & RAG

Multi-Agent ReAct Orchestrator. Uses agent, lmChatOpenAi, outputParserStructured, memoryBufferWindow. Webhook trigger; 29 nodes.

Agent, OpenAI Chat, Output Parser Structured +2
AI & RAG

This workflow powers a Telegram astrology bot that manages chat sessions in Supabase, calculates natal or synastry charts via AstrologyAPI using location and timezone lookups, and uses Google Gemini (

Telegram Trigger, Supabase, HTTP Request +5
AI & RAG

Business WhatsApp AI RAG Chatbot. Uses respondToWebhook, agent, stickyNote, lmChatOpenAi. Webhook trigger; 28 nodes.

Agent, OpenAI Chat, Qdrant Vector Store +8
AI & RAG

Respondtowebhook Stickynote. Uses lmChatOpenAi, respondToWebhook, toolWorkflow, chatTrigger. Webhook trigger; 28 nodes.

OpenAI Chat, Tool Workflow, Chat Trigger +3
AI & RAG

Building Your First Whatsapp Chatbot. Uses whatsAppTrigger, lmChatOpenAi, memoryBufferWindow, toolVectorStore. Event-driven trigger; 28 nodes.

WhatsApp Trigger, OpenAI Chat, Memory Buffer Window +8
AI & RAG

AI Document Assistant via Telegram + Supabase. Uses lmChatGoogleGemini, openWeatherMapTool, agent, telegramTrigger. Event-driven trigger; 28 nodes.

Google Gemini Chat, Open Weather Map Tool, Agent +9
AI & RAG

Think Tool. Uses stickyNote, agent, googleCalendarTool, memoryBufferWindow. Chat trigger; 28 nodes.

Agent, Google Calendar Tool, Memory Buffer Window +8
AI & RAG

reasoning_+_anti_deception_agent_vs_agent_eval_workflow. Uses httpRequestTool, agent, memoryBufferWindow, lmChatGoogleGemini. Event-driven trigger; 28 nodes.

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

Content Ai Agent. Uses agent, telegramTrigger, memoryBufferWindow, telegram. Event-driven trigger; 28 nodes.

Agent, Telegram Trigger, Memory Buffer Window +6
AI & RAG

Smart Rss Feed Monitoring With Ai Filtering Baserow Storage And Slack Alerts. Uses slack, agent, lmChatOpenAi, memoryBufferWindow. Event-driven trigger; 28 nodes.

Slack, Agent, OpenAI Chat +5
AI & RAG

ModelRouter. Uses chatTrigger, agent, modelSelector, httpRequest. Chat trigger; 28 nodes.

Chat Trigger, Agent, Model Selector +8
AI & RAG

This n8n template builds a simple WhatsApp chabot acting as a Sales Agent. The Agent is backed by a product catalog vector store to better answer user's questions.

WhatsApp Trigger, OpenAI Chat, Memory Buffer Window +8
AI & RAG

The provided workflow in n8n is designed to create a Business WhatsApp AI RAG (Retrieval-Augmented Generation) Chatbot. Webhook Setup: The workflow begins by setting up webhooks for verification and r

Agent, OpenAI Chat, Qdrant Vector Store +8
AI & RAG

Flexible and scalable chatbot template, designed mainly for Spanish conversations but capable of handling English and other languages. Integrates Google Gemini API for text and image generation, and T

Agent, Google Gemini Chat, Chain Llm +6
AI & RAG

This template creates a Telegram AI Assistant that answers questions based on your documents, powered by Google Gemini and Supabase. Key features include Intelligent HTML Post-processing for rich form

Google Gemini Chat, Open Weather Map Tool, Agent +9
AI & RAG

This intelligent lead generation workflow transforms voice commands or text input into verified prospect lists through automated Apollo.io scraping. The system processes natural language requests, ext

Telegram, OpenAI, OpenAI Chat +7
AI & RAG

This n8n template automatically creates and publishes high-quality LinkedIn posts using your brand brief, AI-generated ideas, and structured feedback loops — all powered by OpenAI. Perfect for solo cr

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

Turn any YouTube channel into a searchable knowledge base. The AI agent understands relationships between videos, topics, tools, and concepts - enabling powerful queries like "Which videos talk about

OpenRouter Chat, Agent, Chat Trigger +8
AI & RAG

This workflow automates real-time energy grid telemetry ingestion, compliance validation, and multi-channel reporting for grid operators, energy managers, and compliance teams. Telemetry data arrives

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

This workflow automates Identity and Access Management (IAM) event governance using an AI agent, targeting security operations teams, compliance officers, and IT governance teams managing cloud or ent

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

I prepared a detailed guide showcasing the process of building an AI agent that interacts with a Snowflake database using n8n. This setup enables conversational querying, secure execution of SQL queri

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

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

Pinecone Vector Store, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +7
AI & RAG

This workflow automatically transforms your messy inbox into a neatly organized space while ensuring you never miss a critical message. It connects to your Gmail account and triggers for every new ema

Gmail Trigger, Output Parser Structured, Gmail Tool +8
AI & RAG

This workflow is designed for developers, entrepreneurs, and startup enthusiasts who want personalized, AI-driven startup idea generation and analysis. Perfect for solo developers seeking side project

Agent, Form Trigger, Gmail +3
AI & RAG

Description: Turn your WooCommerce store into a conversational AI assistant — create products, place orders, run reports and manage coupons using natural language via n8n + an MCP Server.

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

Automates the process of generating, storing, and publishing engaging LinkedIn posts derived from books (PDFs) using AI and vector search.

Google Drive Trigger, Google Drive, Pinecone Vector Store +10
AI & RAG

This n8n workflow implements an AI-powered "Local Event Finder" agent. It takes user criteria (like event type, city, date, and interests), uses a suite of search tools (Brave Web Search, Brave Local

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

Automatically capture customer onboarding help requests from Typeform, log them in Google Sheets, validate email addresses, and send a professional HTML welcome email via Gmail. Ensures smooth onboard

Typeform Trigger, Google Sheets, Gmail +6
AI & RAG

This workflow introduces a conversational AI Cost Estimation Chatbot with built-in OCR document analysis and interactive form guidance. It helps users and teams handle pricing, measurement, and produc

Lm Chat Mistral Cloud, Memory Buffer Window, Tool Calculator +6
AI & RAG

Business WhatsApp AI RAG Chatbot. Uses agent, lmChatOpenAi, vectorStoreQdrant, httpRequest. Webhook trigger; 28 nodes.

Agent, OpenAI Chat, Qdrant Vector Store +8
AI & RAG

My workflow 9. Uses executeWorkflowTrigger, googleSheets, httpRequest, executeCommand. Scheduled trigger; 28 nodes.

Execute Workflow Trigger, Google Sheets, HTTP Request +5
AI & RAG

Manual order entry in retail and e-commerce often results in fragmented data. Sales representatives might skip mandatory address fields or write critical delivery instructions in unstructured, regiona

Odoo, Agent, OpenAI Chat +2
AI & RAG

Business WhatsApp AI RAG Chatbot. Uses agent, lmChatOpenAi, vectorStoreQdrant, httpRequest. Webhook trigger; 28 nodes.

Agent, OpenAI Chat, Qdrant Vector Store +8
AI & RAG

Building RAG Chatbot for Movie Recommendations with Qdrant and Open AI. Uses manualTrigger, github, extractFromFile, embeddingsOpenAi. Event-driven trigger; 27 nodes.

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

Parents smart bot. Uses telegramTrigger, agent, toolWorkflow, toolHttpRequest. Event-driven trigger; 27 nodes.

Telegram Trigger, Agent, Tool Workflow +11
AI & RAG

Building RAG Chatbot for Movie Recommendations with Qdrant and Open AI. Uses manualTrigger, github, extractFromFile, embeddingsOpenAi. Event-driven trigger; 27 nodes.

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

WhatsApp Agent. Uses whatsAppTrigger, agent, memoryBufferWindow, whatsApp. Event-driven trigger; 27 nodes.

WhatsApp Trigger, Agent, Memory Buffer Window +9
AI & RAG

WeChat-Daily-Digest-AI-v1.0.0. Uses executeWorkflowTrigger, readWriteFile, memoryBufferWindow, agent. Scheduled trigger; 27 nodes.

Execute Workflow Trigger, Read Write File, Memory Buffer Window +5
AI & RAG

This workflow automates academic and professional research proposal generation using a multi-agent AI pipeline. It targets researchers, academics, grant writers, and R&D teams who need structured, hig

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

Businesses and developers who want to automate customer support or engagement on Facebook Messenger using AI-powered responses.

HTTP Request, Memory Buffer Window, OpenAI Chat +1
AI & RAG

Create a recommendation tool without hallucinations based on RAG with the Qdrant Vector database. This example is based on movie recommendations on the IMDB-top1000 dataset. You can provide your wishe

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

The CA - Tele Assistant workflow is an intelligent Telegram bot designed to help you manage your Google Calendar effortlessly through natural language and voice commands. Hands-free calendar managemen

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

This AI-powered customer support automation built in n8n handles your e-commerce queries instantly — from order tracking to personalized product recommendations and support ticket management. Features

Agent, OpenAI Chat, Supabase Tool +3
AI & RAG

This workflow turns your WhatsApp number into an intelligent AI-powered Sales Agent that answers product queries using real data extracted from a PDF brochure. It loads a product brochure via HTTP Req

WhatsApp Trigger, OpenAI Chat, Memory Buffer Window +8
AI & RAG

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

Chat Trigger, Agent, N8N Nodes Mcp +4
AI & RAG

Wake up to a clean, analyst-style stock digest in your inbox—top gainers/losers, a readable performance table, 3–5 insights, and upcoming events—no spreadsheets, no manual scraping, no copy-paste. Thi

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

Use cases include: Building a knowledge base* from your website. Creating a chatbot* that answers customer queries using your own site content. Powering RAG workflows* for FAQs, support docs, or produ

HTTP Request, Document Default Data Loader, OpenAI Embeddings +10
AI & RAG

Revolutionize your client interactions with this Done‑For‑You AI Customer Service & Lead Routing System. This advanced n8n workflow, powered by Google Gemini and integrated with Notion, is pre-configu

Chat Trigger, Google Gemini Chat, Output Parser Structured +3
AI & RAG

This workflow transforms your n8n instance into a fully automated AI sales assistant for WooCommerce stores. It detects customer intent from chat, searches products, answers FAQs, generates Stripe pay

Chat Trigger, Memory Buffer Window, Information Extractor +13
AI & RAG

What it is: An n8n workflow that enables AI-first WhatsApp support with seamless human handoff. Why it’s unique: The AI agent answers queries using RAG (Supabase vector store + Gemini). If a human int

Twilio, Google Drive Trigger, Google Drive +13
Social Media

This workflow is your all-in-one AI Content Strategist, designed to generate comprehensive, data-driven content briefs by analyzing top-ranking competitors.

Chat Trigger, @Brightdata/N8N Nodes Brightdata, OpenRouter Chat +4
AI & RAG

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. In simple terms, this workflow triggers when you receive an e-mail in your inbox; classifies this e

Email Read Imap, Telegram Trigger, Telegram +6
AI & RAG

Automate your HR onboarding process by transforming complex policy PDFs into friendly, structured onboarding videos using AI and HeyGen. 📄🎬 This workflow receives HR policy documents via webhook, extr

HTTP Request, Google Drive, Agent +3
AI & RAG

Categories: Business Automation, Customer Support, AI, Knowledge Management

XML, HTTP Request, Document Default Data Loader +8
AI & RAG

This workflow is an AI agent in the form of a Telegram bot. Its main purpose is to capture contact information and store it in a CRM. The agent supports multi-modal inputs and can extract contact deta

Telegram Trigger, Agent, Google Gemini Chat +6
AI & RAG

Automate your team's daily stand-ups with AI-powered morning briefs, directly pulled from ClickUp tasks and shared via Slack and Gmail every morning. ☀️📋💬 Triggers automatically at 9:15 AM each mornin

ClickUp, Agent, Output Parser Structured +5
AI & RAG

Automate customer feedback analysis and action planning by integrating Monday.com, Azure OpenAI, Jira, Google Sheets, and Outlook. This workflow classifies customer feedback with AI, calculates busine

Monday.com, Jira, Google Sheets +7
AI & RAG

This workflow transforms Slack into a powerful command center for recruitment. Using an AI Agent (LangChain) integrated with the Recrutei ATS API and MCP, your team can manage candidates, vacancies, t

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

This workflow automates the entire process of taking a raw user-submitted script, rewriting it into a polished HeyGen-ready narration, generating a full avatar video, handling all processing checks, r

HTTP Request, Agent, Memory Buffer Window +6
AI & RAG

Automatically generate polished, n8n-ready template descriptions from your saved JSON workflows in Google Drive. This AI-powered automation processes workflow files, drafts compliant descriptions, and

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

This workflow is built for B2B SaaS and CX teams that are drowning in unstructured customer feedback across tools. It’s ideal for Customer Success, Product and Support leaders who want a light “voice

Gmail Tool, Memory Buffer Window, Pipedrive Tool +7
AI & RAG

Transform your meeting follow-ups from chaos to clarity!

Google Drive, Google Docs, Agent +4
AI & RAG

AI. Uses lmChatOpenAi, toolWorkflow, telegram, telegramTrigger. Event-driven trigger; 27 nodes.

OpenAI Chat, Tool Workflow, Telegram +7
AI & RAG

Whatsapp. Uses whatsAppTrigger, agent, memoryBufferWindow, whatsApp. Event-driven trigger; 27 nodes.

WhatsApp Trigger, Agent, Memory Buffer Window +9
AI & RAG

claude - Agent Yedid AI. Uses httpRequest, agent, lmChatOpenAi, memoryBufferWindow. Webhook trigger; 27 nodes.

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

20-building-your-first-whatsapp-chatbot. Uses whatsAppTrigger, lmChatOpenAi, memoryBufferWindow, toolVectorStore. Event-driven trigger; 27 nodes.

WhatsApp Trigger, OpenAI Chat, Memory Buffer Window +8
AI & RAG

Automate Siem Alert Enrichment With Mitre Att&Ck, Qdrant & Zendesk In N8N. Uses chatTrigger, agent, lmChatOpenAi, splitOut. Chat trigger; 26 nodes.

Chat Trigger, Agent, OpenAI Chat +8
AI & RAG

Automated Research Report Generation with OpenAI, Wikipedia, Google Search, and Gmail/Telegram. Uses lmChatOpenAi, memoryBufferWindow, toolHttpRequest, agent. Event-driven trigger; 26 nodes.

OpenAI Chat, Memory Buffer Window, Tool Http Request +8
AI & RAG

Splitout Zendesk. Uses chatTrigger, agent, lmChatOpenAi, splitOut. Chat trigger; 26 nodes.

Chat Trigger, Agent, OpenAI Chat +8
AI & RAG

Airbnb Guest Assistant. Uses lmChatOpenAi, googleDrive, documentDefaultDataLoader, textSplitterCharacterTextSplitter. Chat trigger; 26 nodes.

OpenAI Chat, Google Drive, Document Default Data Loader +11
AI & RAG

Create Publish Instagram Carousel Posts With Gpt-4.1-Mini Imgur Graph Api. Uses agent, lmChatOpenAi, vectorStoreInMemory, embeddingsOpenAi. Scheduled trigger; 26 nodes.

Agent, OpenAI Chat, In-Memory Vector Store +7
AI & RAG

12-Automate_WhatsApp_Booking_System_with_GPT_4_Assistant__Cal_com_and_SMS_Reminders. Uses agent, lmChatOpenAi, memoryBufferWindow, googleSheetsTool. Webhook trigger; 26 nodes.

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

This automation flow is designed to proactively monitor email, calendar, and Slack communications, analyze priorities across all channels, and generate a comprehensive daily briefing with actionable t

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

This workflow is ideal for: Cybersecurity teams & SOC analysts who want to automate SIEM alert enrichment. IT security professionals looking to integrate MITRE ATT&CK intelligence into their ticketing

Chat Trigger, Agent, OpenAI Chat +8
AI & RAG

✨ Overview

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

This workflow automates the process of generating professional research reports for researchers, students, and professionals. It eliminates manual research and report formatting by aggregating data, g

OpenAI Chat, Memory Buffer Window, Tool Http Request +8
AI & RAG

This comprehensive n8n workflow template creates an intelligent AI chatbot that automatically transforms your Google Drive documents into a searchable knowledge base. The chatbot uses OpenAI's GPT mod

Text Splitter Recursive Character Text Splitter, Document Default Data Loader, In-Memory Vector Store +8
AI & RAG

This workflow is for healthcare professionals, consultants, coaches, and service businesses who want to completely automate their appointment booking system via WhatsApp — without manual intervention

WhatsApp, OpenAI, HTTP Request +6
AI & RAG

Automate trading on AlphaInsider by monitoring Telegram messages. Uses AI to analyze signals and execute trades, create posts, or answer questions.

OpenAI, Telegram, HTTP Request +7
AI & RAG

This workflow automates end-to-end curriculum planning using a multi-agent AI architecture in n8n. Designed for educators, instructional designers, and academic institutions, it eliminates the manual

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

This workflow is perfect for:

Telegram Trigger, Tool Workflow, Airtable Tool +7
AI & RAG

Version: 2.0.0 n8n Version: 1.88.0+ Author: Unknown License: MIT

Agent, OpenAI Chat, In-Memory Vector Store +7
AI & RAG

This n8n workflow implements an AI-powered agent that intelligently uses the Brave Search API (via an external MCP service like Smithery) to perform both web and local searches. It understands natural

Google Gemini Chat, Memory Buffer Window, Mcp Trigger +4
AI & RAG

This powerful workflow can take hours of difficult research attempting to identify the perfect product to buy and condense it into a few short minutes. Simply typing the name of an item you wish to pu

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

Meet Troy, your intelligent personal assistant that seamlessly manages your Google Calendar and Tasks through Telegram. This workflow combines AI-powered natural language processing with MCP (Model Co

Mcp Trigger, Google Calendar Tool, Google Tasks Tool +7
Social Media

Automate Facebook Messenger orders to Google Sheets and Google Calendar

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

Description: Overview This workflow generates automated revenue and expense comparison reports from a structured Google Sheet. It enables users to compare financial data across the current period, las

Lm Chat Deep Seek, Memory Buffer Window, Tool Workflow +4
AI & RAG

This powerful workflow can take hours of difficult research attempting to identify the perfect online tool to aid you with your business and condenses it into a few short seconds. Simply typing the na

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

Sign up for Decodo HERE for Discount

@Decodo/N8N Nodes Decodo, Memory Buffer Window, Telegram +5
AI & RAG

This template is for businesses using WhatsApp for customer communication who want to automate support using AI and real-time CRM data — especially in retail, food & beverage, e-commerce, or service s

Agent, OpenAI Chat, Output Parser Structured +3
AI & RAG

Automate your content repurposing workflow by transforming long-form articles, blogs, and newsletters into short, high-signal, AI-ready social media snippets. ✍️🤖 This workflow fetches pending content

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

This workflow automates hospital emergency department triage by intelligently processing patient intake information through multiple AI-powered assessment stages. Designed for emergency departments, u

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

This workflow is the core of a three-part email automation system. It monitors your Gmail inbox in real time, classifies every inbound customer email with AI, retrieves contextually relevant data from

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

12-Automate_WhatsApp_Booking_System_with_GPT_4_Assistant__Cal_com_and_SMS_Reminders. Uses agent, lmChatOpenAi, memoryBufferWindow, googleSheetsTool. Webhook trigger; 26 nodes.

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

Automate_WhatsApp_Booking_System_with_GPT_4_Assistant__Cal_com_and_SMS_Reminders. Uses agent, lmChatOpenAi, memoryBufferWindow, googleSheetsTool. Webhook trigger; 26 nodes.

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

Template 3363. Uses lmChatOpenAi, memoryBufferWindow, toolWorkflow, agent. Event-driven trigger; 26 nodes.

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

Automate_WhatsApp_Booking_System_with_GPT_4_Assistant__Cal_com_and_SMS_Reminders. Uses agent, lmChatOpenAi, memoryBufferWindow, googleSheetsTool. Webhook trigger; 26 nodes.

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

This workflow receives inbound support emails via an EmailConnect webhook, filters likely spam, matches the message against a Notion Q&A knowledge base using an OpenRouter chat model, and then either

Notion, Agent, OpenRouter Chat +3
AI & RAG

OpenAI Personal Shopper with RAG and WooCommerce. Uses chatTrigger, memoryBufferWindow, toolCalculator, lmChatOpenAi. Chat trigger; 25 nodes.

Chat Trigger, Memory Buffer Window, Tool Calculator +11
AI & RAG

Inverview Scheduler. Uses lmChatOpenAi, memoryBufferWindow, toolWorkflow, stickyNote. Event-driven trigger; 25 nodes.

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

OpenAI Personal Shopper with RAG and WooCommerce. Uses chatTrigger, memoryBufferWindow, toolCalculator, lmChatOpenAi. Chat trigger; 25 nodes.

Chat Trigger, Memory Buffer Window, Tool Calculator +11
AI & RAG

AI Marketing Team. Uses lmChatOpenRouter, toolWorkflow, telegram, memoryBufferWindow. Event-driven trigger; 25 nodes.

OpenRouter Chat, Tool Workflow, Telegram +5
AI & RAG

nl2sql. Uses stickyNote, agent, lmChatDeepSeek, respondToWebhook. Webhook trigger; 25 nodes.

Agent, Lm Chat Deep Seek, Memory Manager +3
AI & RAG

Main. Uses whatsApp, agent, httpRequest, memoryBufferWindow. Event-driven trigger; 25 nodes.

WhatsApp, Agent, HTTP Request +7
AI & RAG

How it works: This project teaches you to create a personal AI assistant named Jackie that operates through Telegram. Jackie can summarize unread emails, check calendar events, manage Google Tasks, an

Google Calendar Tool, Memory Buffer Window, Gmail Tool +6
AI & RAG

This workflow implements an AI-powered design and prototyping assistant that integrates Telegram, Google Gemini, and Google Stitch (MCP) to enable conversational UI generation and project management.

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

This workflow creates a Telegram chatbot agent that has access to several knowledge bases at the same time (used as "experts").

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

This workflow is designed for solo entrepreneurs, consultants, coaches, clinics, or any business that handles client appointments and wants to automate the entire scheduling experience via WhatsApp —

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

This workflow creates an AI-powered chatbot that generates custom songs through an interactive conversation, then uploads the results to Google Drive.

Chat Trigger, Google Gemini Chat, Memory Buffer Window +7
AI & RAG

AI chatbots are only as good as the data they learn from. Most large language models (LLM) rely only on their training datasets.

Pinecone Vector Store, Google Gemini Embeddings, Document Default Data Loader +7
AI & RAG

This workflow combines OpenAI, Retrieval-Augmented Generation (RAG), and WooCommerce to create an intelligent personal shopping assistant. It handles two scenarios: Product Search: Extracts user inten

Chat Trigger, Memory Buffer Window, Tool Calculator +11
AI & RAG

Entrust customer service to AI using n8n and Kommo! Using this workflow, you can make the AI agent answer customer questions for your managers. See how it works in the video. Works with any message ch

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

How It Works – Your AI Marketing Team in Action This automation acts as your AI-powered content and image marketing assistant inside Telegram. With just a voice note or text message, it can:

OpenRouter Chat, Tool Workflow, Telegram +5
AI & RAG

This workflow connects an AI Agent with Odoo CRM using the Model Context Protocol (MCP). It allows users to manage CRM data in Odoo through natural language chat commands. The assistant interprets the

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

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

Slack Trigger, Slack, Memory Buffer Window +9
AI & RAG

Turn WhatsApp chats into instant answers and real-time bookings—all in one n8n workflow. Your AI Agent leverages Gemini embeddings + Pinecone for on-the-fly knowledge retrieval, then logs reservations

WhatsApp, Google Gemini Chat, Memory Buffer Window +10
AI & RAG

One-line summary : Answers WhatsApp in under 100 words, understands voice notes, and retrieves trusted answers from your Google Drive docs (RAG) kept fresh weekly.

Supabase Vector Store, Google Drive Trigger, Google Drive +11
Social Media

Perfect for coaches, consultants, sales professionals, and content creators who want to share valuable insights from their meetings without the manual effort of content creation. Calendar trigger dete

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

Managing customer support across multiple platforms like email and chat can be a huge time sink. Answering the same questions about order status repeatedly takes your focus away from growing your busi

Woo Commerce Tool, Telegram Trigger, Gmail Trigger +6
AI & RAG

This workflow is designed for stock traders, financial analysts, investment enthusiasts, and anyone interested in automated stock market analysis. It's particularly useful for those who want to make d

N8N Nodes Rapiwa, Gmail, HTTP Request +6
AI & RAG

https://crmaiinsight.com/leadbot

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

Monitor daily brand visibility and reputation with an automated AI-powered mention tracker. 🔍🤖 This workflow checks Hacker News every morning for new stories matching your brand keyword, classifies ea

HTTP Request, Slack, OpenAI Chat +4
AI & RAG

Streamline your HR recruitment process with this intelligent automation that reads candidate emails and resumes, analyzes them using GPT-4, and automatically shortlists or rejects applicants based on

Gmail, Gmail Trigger, HTTP Request +7
AI & RAG

This n8n template turns any website or documentation portal into a fully functional AI-powered support chatbot — no manual copy-pasting, no static FAQs. It uses MrScraper to crawl and extract your sit

N8N Nodes Mrscraper, OpenAI Embeddings, Pinecone Vector Store +5
AI & RAG

This workflow automatically generates 2–3 high-quality Indian stock investment ideas daily by combining trending stock data + latest market news, processing it with AI (Groq/OpenAI), avoiding duplicat

HTTP Request, Agent, RSS Feed Read +5
AI & RAG

RAG + CHAT IA. Uses vectorStorePinecone, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, agent. Event-driven trigger; 25 nodes.

Pinecone Vector Store, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +9
AI & RAG

Automate WhatsApp bookings with an AI assistant and smart SMS reminders (24/7). Uses agent, lmChatOpenAi, memoryBufferWindow, googleSheetsTool. Webhook trigger; 25 nodes.

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

Automate WhatsApp bookings with an AI assistant and smart SMS reminders (24/7). Uses agent, lmChatOpenAi, memoryBufferWindow, googleSheetsTool. Webhook trigger; 25 nodes.

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

AI Agent to chat with Snowflake database. Uses chatTrigger, agent, memoryBufferWindow, snowflakeTool. Chat trigger; 25 nodes.

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

Automate WhatsApp bookings with an AI assistant and smart SMS reminders (24/7). Uses agent, lmChatOpenAi, memoryBufferWindow, googleSheetsTool. Webhook trigger; 25 nodes.

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

主播招募智能体系统v2. Uses memoryBufferWindow, agent, lmChatDeepSeek, lmChatGoogleGemini. Webhook trigger; 25 nodes.

Memory Buffer Window, Agent, Lm Chat Deep Seek +1
AI & RAG

Automate WhatsApp bookings with an AI assistant and smart SMS reminders (24/7). Uses agent, lmChatOpenAi, memoryBufferWindow, googleSheetsTool. Webhook trigger; 25 nodes.

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

Fadhil. Uses agent, chatTrigger, mySql, vectorStoreSupabase. Chat trigger; 25 nodes.

Agent, Chat Trigger, MySQL +10
AI & RAG

This webhook-based customer support workflow uses Google Gemini and a Google Docs knowledge base to answer chat messages, remembers conversation context, and escalates unresolved issues by summarizing

Output Parser Structured, Gmail, Google Gemini Chat +3
AI & RAG

Business WhatsApp AI RAG Chatbot. Uses respondToWebhook, agent, stickyNote, lmChatOpenAi. Webhook trigger; 24 nodes.

Agent, OpenAI Chat, Qdrant Vector Store +7
AI & RAG

Create A Branded Ai-Powered Website Chatbot. Uses memoryBufferWindow, respondToWebhook, lmChatOpenAi, toolHttpRequest. Webhook trigger; 24 nodes.

Memory Buffer Window, OpenAI Chat, Tool Http Request +6
AI & RAG

Code Respondtowebhook. Uses memoryBufferWindow, respondToWebhook, lmChatOpenAi, toolHttpRequest. Webhook trigger; 24 nodes.

Memory Buffer Window, OpenAI Chat, Tool Http Request +6
AI & RAG

Ultimate Browser Agent. Uses airtopTool, slack, airtop, executeWorkflowTrigger. Event-driven trigger; 24 nodes.

Airtop Tool, Slack, Airtop +8
AI & RAG

tutor_bot. Uses telegramTrigger, agent, lmChatOpenAi, memoryBufferWindow. Event-driven trigger; 24 nodes.

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

General Research Agent. Uses lmChatOpenAi, memoryPostgresChat, agent, outputParserStructured. Webhook trigger; 24 nodes.

OpenAI Chat, Memory Postgres Chat, Agent +4
AI & RAG

Engage website visitors with an intelligent chat widget powered by OpenAI. This template includes: 💬 Natural conversation handling 📅 Microsoft Outlook calendar integration 📝 Lead capture and informati

Memory Buffer Window, OpenAI Chat, Tool Http Request +6
AI & RAG

Overview Meet Maria, a sophisticated AI Booking Agent designed for Veterinary Clinics (but easily adaptable to any service business). This workflow transforms a simple chat interface into a full-scale

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

Currently Work-In-Progress

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

This template is ideal for IT support teams, internal helpdesk automation engineers, and developers building intelligent ticketing systems. It helps streamline ITSM workflows by automatically classify

Agent, Google Gemini Chat, Memory Buffer Window +8
AI & RAG

This workflow turns WhatsApp into a smart email command center using AI.

Agent, Gmail Tool, OpenAI Chat +6
AI & RAG

**Type of data is binary

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

This general-purpose sub-agent combines multiple research and automation tools to support high-impact decision-making for animal advocacy workflows. It’s designed to act as a reusable, modular unit wi

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

Are you tired of manually sifting through hundreds of LinkedIn profiles to find the right talent? Say goodbye to inefficient recruiting processes and embrace the power of AI-driven candidate selection

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

This workflow deploys a fully customizable AI chatbot that can be embedded on any website, from custom-coded sites to platforms like WordPress. The chatbot is powered by n8n, uses Supabase for memory

Google Gemini Chat, Google Drive Trigger, Google Drive +11
AI & RAG

Play smarter, not harder.

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

This n8n workflow transforms your Telegram messenger into a personal assistant for creating and publishing X-Threads. You can simply send an idea as a text or voice message, collaboratively edit the A

OpenAI Chat, OpenAI, Telegram +4
AI & RAG

This workflow demonstrates how to use Retrieval-Augmented Generation (RAG) with BigQuery and OpenAI. By default, you cannot directly use OpenAI Cloud Models within BigQuery.

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

How it works: Accesses a target website, searches for new PDFs, and downloads them automatically. Extracts content from each PDF and sends it to an AI for summarization. Delivers the AI-generated summ

HTTP Request, Discord, Google Sheets +3
AI & RAG

This is a lightweight n8n workflow that accepts chat input and uploaded receipts, runs OCR, stores parsed results in Supabase, and uses an AI agent to extract structured travel expense data and comput

Supabase Tool, Chat Trigger, Memory Buffer Window +5
AI & RAG

This workflow turns a Telegram bot into a simple Notion To-Do assistant.

Google Calendar Tool, Memory Buffer Window, Gmail Tool +6
AI & RAG

AI LinkedIn Content Bot with Approval Loop

OpenAI Chat, OpenAI, Telegram +4
AI & RAG

Answer HR and company policy questions via Slack, powered by a Knowledge Base of internal documents stored in S3. The assistant uses vector search and an OpenAI Chat Model to retrieve accurate answers

Slack Trigger, Agent, Memory Buffer Window +7
AI & RAG

This workflow automates patient care coordination in healthcare settings by intelligently processing patient information and scheduling follow-up communications through multiple channels. Designed for

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

This workflow is designed for growth agencies, SaaS founders, and sales teams who want to move beyond static lead forms. It is ideal for those who need a "living" system that not only captures leads b

Google Gemini Chat, Chain Llm, Google Sheets +4
AI & RAG

teste. Uses chatTrigger, agent, lmChatGroq, memoryBufferWindow. Chat trigger; 24 nodes.

Chat Trigger, Agent, Groq Chat +7
AI & RAG

N8N-Late-Night-Workflow. Uses agent, memoryBufferWindow, googleGemini, outputParserStructured. Event-driven trigger; 24 nodes.

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

This workflow turns Telegram into a personal task manager by using Anthropic Claude to create, update, list, and delete tasks stored in an n8n Data Table, while also sending scheduled daily task summa

Telegram Trigger, Agent, Anthropic Chat +4
AI & RAG

Main Workflow-Image. Uses agent, httpRequest, supabase, memoryBufferWindow. Webhook trigger; 24 nodes.

Agent, HTTP Request, Supabase +3
AI & RAG

2786. Uses memoryBufferWindow, lmChatOpenAi, toolHttpRequest, executeWorkflowTrigger. Webhook trigger; 24 nodes.

Memory Buffer Window, OpenAI Chat, Tool Http Request +6
AI & RAG

Voice RAG Chatbot with ElevenLabs and OpenAI. Uses agent, toolVectorStore, vectorStoreQdrant, embeddingsOpenAi. Event-driven trigger; 23 nodes.

Agent, Tool Vector Store, Qdrant Vector Store +7
AI & RAG

Voice RAG Chatbot with ElevenLabs and OpenAI. Uses agent, toolVectorStore, vectorStoreQdrant, embeddingsOpenAi. Event-driven trigger; 23 nodes.

Agent, Tool Vector Store, Qdrant Vector Store +7
AI & RAG

Telegram-bot AI Da Nang. Uses telegram, googleSheets, agent, telegramTrigger. Event-driven trigger; 23 nodes.

Telegram, Google Sheets, Agent +4
AI & RAG

🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠. Uses telegram, stickyNote, agent, memoryBufferWindow. Webhook trigger; 23 nodes.

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

🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠. Uses telegram, stickyNote, agent, memoryBufferWindow. Webhook trigger; 23 nodes.

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

Telegram-bot AI Da Nang. Uses telegram, googleSheets, agent, telegramTrigger. Event-driven trigger; 23 nodes.

Telegram, Google Sheets, Agent +4
AI & RAG

Build an MCP Server with Google Calendar. Uses stickyNote, googleCalendarTool, mcpTrigger, agent. Event-driven trigger; 23 nodes.

Google Calendar Tool, Mcp Trigger, Agent +4
AI & RAG

Ultimate Personal Assistant. Uses telegram, agent, lmChatGoogleGemini, memoryBufferWindow. Event-driven trigger; 23 nodes.

Telegram, Agent, Google Gemini Chat +7
AI & RAG

Chatbot. Uses googleDrive, vectorStoreSupabase, googleDriveTrigger, documentDefaultDataLoader. Event-driven trigger; 23 nodes.

Google Drive, Supabase Vector Store, Google Drive Trigger +12
AI & RAG

Whatsapp Ai Agent. Uses whatsAppTrigger, whatsApp, httpRequest, openAi. Event-driven trigger; 23 nodes.

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

The "Voice RAG Chatbot with ElevenLabs and OpenAI" workflow in n8n is designed to create an interactive voice-based chatbot system that leverages both text and voice inputs for providing information.

Agent, Tool Vector Store, Qdrant Vector Store +7
AI & RAG

A streamlined Facebook Messenger chatbot powered by AI with conversation memory. This is a simplified version designed for quick deployment, learning, and testing — not suitable for production environ

HTTP Request, Memory Buffer Window, Google Gemini Chat +2
AI & RAG

This n8n workflow template is designed to integrate a DeepSeek AI agent with Telegram, incorporating long-term memory capabilities for personalized and context-aware responses. Here's a detailed break

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

This workflow is perfect for: Digital marketers who need to scale SEO-optimized content production Bloggers and content creators who want to maintain consistent publishing schedules Small business own

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

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

Google Calendar Tool, Gmail Tool, Chat Trigger +6
AI & RAG

📈 Get daily and on-demand Tesla (TSLA) trading signals via Telegram—powered by GPT-4.1 and real-time market data. This is the central AI supervisor that orchestrates seven sub-agents for technical ana

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

Streamline restaurant reservations on WhatsApp

WhatsApp, WhatsApp Trigger, Agent +5
AI & RAG

This template is designed for businesses that provide customer support and appointment-based services over WhatsApp. It’s ideal for service providers (e.g., clinics, salons, repair shops, consultants)

WhatsApp Trigger, OpenAI, WhatsApp +6
AI & RAG

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

Memory Buffer Window, Groq Chat, Google Gemini Chat +4
AI & RAG

Name: AI Chatbot for Max Messenger with Voice Recognition (GigaChat + Sber)

N8N Nodes Max, HTTP Request, Memory Buffer Window +2
AI & RAG

This template is designed for podcasters, researchers, educators, product teams, and support teams who work with audio content and want to turn it into searchable knowledge. It is especially useful fo

Form Trigger, HTTP Request, Pinecone Vector Store +8
AI & RAG

This template provides a full end-to-end Retrieval-Augmented Generation (RAG) system using n8n. It includes two connected workflows: A data ingestion pipeline that crawls a website and stores its cont

OpenAI Embeddings, @Mendable/N8N Nodes Firecrawl, HTTP Request +6

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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.