AI RAG Workflows
What are AI RAG n8n workflows?
AI RAG n8n workflows are reusable automation templates for ai rag use cases. This category includes workflows that connect apps, transform data, trigger notifications, sync records, and reduce repetitive manual work. Each listing includes workflow metadata, author attribution, complexity level, relevant categories, source links when available, and a downloadable JSON file for inspection before import. Use this page to compare templates, identify the tools involved, and choose a workflow that fits your workspace before testing it safely in n8n.
Save Costs In RAG Workflows using the Q&A Tool With Multiple Models
This template shows how to use the Question and Answer tool to save costs in RAG use cases. Who is this for? This tem...
RAG Starter Template using Simple Vector Stores, Form trigger and OpenAI
This template quickly shows how to use RAG in n8n. Who is this for? This template is for everyone who wants to start...
Customer support WhatsApp bot with Google Docs knowledge base and Gemini AI
Document Aware WhatsApp AI Bot for Customer Support Google Docs Powered WhatsApp Support Agent 24/7 WhatsApp AI Assis...
AI agent integration for Bubble apps with MCP protocol data access
Let AI agents fetch communicate with your Bubble app automatically. It connects direcly with your Bubble data API. Th...
Document-based chatbot with memory using OpenAI, Pinecone and Google Drive
Who is This For? This is for normal people or people just starting off and wanting to have a AI chatbot that can proc...
Create a Telegram customer support bot with GPT4-mini and Google Docs knowledge
AI Customer Support Agent with Google Docs Knowledge (Telegram + OpenAI) This no code workflow turns your Telegram bo...
WhatsApp group chat with your vector database — no Facebook Business required
Enable smart, real time answers in your WhatsApp groups using a custom webhook, Pinecone vector database, and no Face...
AI-powered WhatsApp chatbot for text, voice, images, and PDF with RAG
Who is this for? This template is designed for internal support teams, product specialists, and knowledge managers in...
Extract & search ProductHunt data with Bright Data MCP and Google Gemini AI
Notice Community nodes can only be installed on self hosted instances of n8n. Who this is for? Thi...
Search Google, Bing, Yandex & extract structured results with Bright Data MCP & Google Gemini
Notice Community nodes can only be installed on self hosted instances of n8n. Who this is for? The S...
Ai-powered local event finder with multi-tool search
Summary This n8n workflow implements an AI powered "Local Event Finder" agent. It takes user criteria (like event typ...
Telegram AI chatbot with document-based answers using OpenAI and PGVector RAG
AI Q&A Chatbot Workflow – Build Your Own AI Agent Trained on Private Documents This powerful AI automation add on upg...
Build a document-based AI chatbot with Google Drive, Llama 3, and Qdrant RAG
Overview This template allows users to set up an AI powered chatbot that retrieves and processes knowledge from Googl...
Gmail customer support auto-responder with Ollama LLM and Pinecone RAG
Gmail Customer Support Auto Responder with Ollama LLM and Pinecone RAG Built by Setidure Technologies Automate intell...
Perplexity-style iterative research with Gemini and Google Search
AI Comprehensive Research on User's Query with Gemini and Web Search What is this? Perform comprehensive research on...
Chat with PDF / MD / text files using GraphRAG (no vector store needed)
Set up a chat with your documents without the complex vector store setup. This templates helps you ingest your PDF /...
Ai email auto-responder system- AI RAG agent for email inbox
AI Email Auto Responder – Smart Client Reply Automation with RAG This workflow is built for individuals, teams, and b...
Deep Research - Sales Lead Magnet Agent
Want to check out all my flows, follow me on: https://maxmitcham.substack.com/ https://www.linkedin.com/in/max mitcha...
Get real-time security insights with NixGuard RAG and Wazuh integration
Effortlessly integrate NixGuard API into your n8n workflows for real time security insights using your API key. This...
Build a chatbot with Reinforced Learning Human Feedback (RLHF) and RAG
Who is this for? This template is designed for internal support teams, product specialists, and knowledge managers wh...
Automate Gmail labeling with Gemini AI & build InfraNodus knowledge graph with Telegram alerts
Automated Gmail Labeling and Brainstorming This template can be used to automatically label your incoming Gmail messa...
Generate visual summary & knowledge graph insights for your email
The Ultimate Gmail Analysis and Visual Summarization Template This workflow showcases various useful Gmail search, fi...
Personal budget & expense tracker with Google Sheets and alerts MCP
This template provides a set of MCP tools to manage personal budgets and expenses. This MCP tools can be integrated t...
Automated book summarization with DeepSeek AI, Qdrant Vector DB & Google Drive
AI Book Summarizer with Vector Search – n8n Automation Overview This n8n workflow automates the process of summarizin...