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.
Answer code of conduct questions in Slack with GPT-4 & RAG technology
Code of Conduct Q&A Slack Chatbot with RAG Powered [ ](https://www.y...
Build a PDF Q&A system with LlamaIndex, OpenAI embeddings & Pinecone vector DB
Parse, Normalize, Extract, and Store PDF Content for RAG in Pinecone This workflow automates a full RAG pipeline for...
Natural language Q&A for Pipedrive leads using GPT-4o-mini
Description Ask natural language questions about your Pipedrive leads . This workflow pulls live lead data from Piped...
Query Slack channel history with natural language using OpenAI
Chat with a Slack channel using AI. This workflow fetches the channel’s message history and lets you ask natural lang...
PDF proposal knowledge base with S3, OpenAI GPT-4o & Qdrant RAG agent
This template has a two part setup: 1. Ingest PDF files from S3, extract text, chunk, embed with OpenAI embeddings, a...
Automated document compliance validation with AI and vector database
Description This workflow automates compliance validation between a policy/procedure and a corresponding uploaded doc...
Build a self-updating RAG system with OpenAI, Google Gemini, Qdrant and Google Drive
This workflow implements a Retrieval Augmented Generation (RAG) system that integrates Google Drive and Qdrant . This...
Talk to your Google Sheets using ChatGPT-5
This n8n workflow template creates an intelligent data analysis chatbot that can answer questions about data stored i...
AI Customer Support Chat for Web Hosting with Google Gemini & WHMCS
This n8n template implements a Customer Support Chat Agent for Web Hosting Companies with Google Gemini, Google Sheet...
Search Outlook emails with natural language queries using GPT-4o
This workflow allows you to search your Outlook mailbox with natural language . You type what you’re looking for (e.g...
Create a company policy chatbot with RAG, Pinecone vector database, and OpenAI
A RAG Chatbot with n8n and Pinecone Vector Database Retrieval Augmented Generation (RAG) allows Large Language Models...
Customer support chatbot with RAG using OpenAI and Pinecone
Simple RAG Customer Support Chatbot Overview This intelligent customer support chatbot leverages Retrieval Augmented...
Ai voice & text note-taking with LINE Messaging, Supabase Vector DB & Gmail
Overview This workflow lets you capture, store, and retrieve notes from LINE chats — both text and voice messages — a...
Auto-respond to Slack messages with GPT and Pinecone Vector RAG context
GPT 5 + Pinecone Powered Slack Auto Responder — Real Time, Context Aware Replies for IT & Engineering Teams Descripti...
Generate business requirement documents with Multi-agent GPT & Google Workspace
Multi agent RAG system for smarter BRD (Business Requirement Document) writing Who’s it for This workflow is designed...
Optimize unstructured data for RAG with Blockify IdeaBlocks technology
This workflow contains community nodes that are only compatible with the self hosted version of n8n. Blockify Data Op...
Talk to your Google Sheets using ChatGPT-5
This n8n workflow template creates an intelligent data analysis chatbot that can answer questions about data stored i...
Build academic knowledge graph from research papers with PDF vector, GPT-4 and Neo4j
This workflow contains community nodes that are only compatible with the self hosted version of n8n. Transform Resear...
Academic research search across five databases with PDF vector & multiple exports
This workflow contains community nodes that are only compatible with the self hosted version of n8n. Description: Uni...
Client FAQ bot with RAG using Google Drive PDFs & Azure GPT-4o-mini
Description: Build your own AI powered Client FAQ system with Retrieval Augmented Generation (RAG) — fully automated...
Build a retrieval-based chatbot with Telegram, OpenAI and Google Drive PDF backup
Telegram RAG Chatbot with PDF Document & Google Drive Backup An upgraded Retrieval Augmented Generation (RAG) chatbot...
Build comprehensive entity profiles with GPT-4, Wikipedia & vector DB for content
This n8n template demonstrates how to build an intelligent entity research system that automatically discovers, resea...
Vision RAG and image embeddings using Cohere Command-A and Embed v4
Cohere's new multimodal model releases make building your own Vision RAG agents a breeze. If you're new to Multimodal...
Chat with internal documents using Ollama, Supabase Vector DB & Google Drive
Chat with Internal Documents (RAG AI Agent) Features Answers should given only within provided text. Chat interface p...