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.
Generate AI governance policy PDFs with OpenAI, SerpAPI, Gotenberg and SharePoint
Quick overview This workflow receives an intake form webhook, validates and enriches firm details, uses OpenAI and Se...
Sync PostgreSQL data to a Pinecone vector knowledge base using Gemini embeddings
PostgreSQL Auto Discovery to Pinecone Vector Knowledge Base Turn existing PostgreSQL databases into AI searchable Pin...
Chat with your business knowledge base using Google Gemini and Qdrant
This comprehensive Retrieval Augmented Generation (RAG) system enables businesses to effectively manage and query the...
Build a RAG document chatbot with Supabase vector search and OpenRouter
What this workflow does This workflow builds a Retrieval Augmented Generation (RAG) document chat assistant inside n8...
Fetch live commodity quotes with Octagon, OpenAI (GPT-5.4 Mini) and Google Sheets
Quick overview Automatically fetches live commodity quotes (gold, silver, crude oil, natural gas, and more) using an...
Build a RAG chatbot using Google Gemini and a Supabase vector store
AI Chatbot with RAG: Google Gemini & Supabase Vector Store Summary Build a custom, intelligent knowledge base in minu...
Create an AI knowledge base assistant using Ollama, PGVector and Telegram
This workflow automatically converts uploaded documents and text into an AI powered searchable knowledge base using s...
Fetch real-time stock quotes to Google Sheets with OpenAI, Octagon and GitHub
Quick overview Automates real time stock quote enrichment in Google Sheets using n8n, OpenAI, and the Octagon Agent....
Generate monthly SEO analytics reports with GA4, Search Console, GPT-4.1 and Slack/Teams
Who it's for This advanced n8n workflow is designed for SEO specialists , digital agency owners , webmasters , and ma...
Create a travel support RAG chatbot with Google Drive, Pinecone and OpenAI
Description This workflow helps travel, booking, and customer support businesses create an AI chatbot that answers cu...
Answer infrastructure questions in Mattermost with OpenRouter and Qdrant
Overview AI powered sub workflow that answers questions about a your infrastructure configuration directly in a Matte...
Convert DevOps Mattermost requests into Jira tasks with OpenRouter GPT and Gemini
Overview This is a sub workflow that converts a free form DevOps request posted in Mattermost into a properly formatt...
Investigate Mattermost incident reports with an AI SRE assistant using OpenRouter
Overview AI powered SRE sub workflow that investigates user reported incidents coming from a Mattermost channel and p...
Coordinate robot swarms with OpenAI GPT-5 and real-time Slack alerts
How It Works This workflow automates multi robot swarm coordination for robotics engineers, autonomous systems resear...
Turn a GitHub knowledge base into a Telegram RAG bot with Qwen via OpenRouter
WHAT IT DOES This workflow turns a plain JSON file sitting in a GitHub repository into a fully functional Telegram ch...
Detect multi-modal plagiarism with OpenAI GPT-4, Whisper, and vector search
How It Works This workflow automates academic and professional plagiarism detection by processing multi modal submiss...
Generate multi-agent research reports with Tavily, Groq, Notion and Supabase
How it works A manual trigger sets the research topic and generates three parallel Tavily web search queries A Summar...
Analyze OpenObserve logs and traces with an AI MCP observability toolkit
AI Observability Toolkit for OpenObserve MCP Server (Logs + Traces) An MCP server that exposes 10 specialized AI tool...
Auto-index your website and build a RAG chatbot with Firecrawl, Qdrant, and GPT-4o-mini
Build a fully functional AI chatbot for any website using Retrieval Augmented Generation (RAG). This workflow automat...
Generate Brave Search Goggles with DataForSEO, Firecrawl, OpenAI and Postgres
Who’s it for Business owners, industry specialists, and AI developers building domain specific search experiences. It...
Intelligent Support Triage & Auto-Response Engine with Jotform, Airtable, Gemini
AI Driven Support Triage and Auto Response Engine This n8n workflow establishes a sophisticated, multi stage support...
Find customer insights from your website and Reddit with Claude
Find Customer Insights from Website and Reddit with Claude Who is this for? This workflow is designed for marketers,...
Summarize Zoom meetings with GPT-4o, Whisper, Supabase RAG and email reports
AI Meeting Intelligence System Zoom + n8n + GPT 4o + Supabase RAG This n8n workflow automates Zoom meeting intelligen...
Generate RFP proposal drafts from Google Drive with Groq AI, Salesforce and Slack
RFP Automation Workflow with Google Drive, Groq AI (LLaMA 3), Salesforce & Slack Automate Your Entire RFP Lifecycle T...