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.
Complete business WhatsApp AI-powered RAG chatbot using OpenAI
The provided workflow in n8n is designed to create a Business WhatsApp AI RAG (Retrieval Augmented Generation) Chatbo...
Automate SIEM alert enrichment with MITRE ATT&CK, Qdrant & Zendesk in n8n
n8n Workflow: Automate SIEM Alert Enrichment with MITRE ATT&CK & Qdrant Who is this for? This workflow is ideal for:...
Notion to Pinecone vector store integration
This n8n automation is designed to extract, process, and store content from Notion pages into a Pinecone vector store...
🤖🔍 The ultimate free AI-powered researcher with Tavily web search & extract
This n8n workflow integrates Tavily's search and extract APIs with AI summarization capabilities to process web conte...
RAG chatbot for company documents using Google Drive and Gemini
This workflow implements a Retrieval Augmented Generation (RAG) chatbot that answers employee questions based on comp...
AI-powered RAG workflow for stock earnings report analysis
This n8n workflow creates a financial analysis tool that generates reports on a company's quarterly earnings using th...
Chat with GitHub API documentation: RAG-powered chatbot with Pinecone & OpenAI
This workflow demonstrates a Retrieval Augmented Generation (RAG) chatbot that lets you chat with the GitHub API Spec...
Make OpenAI citation for file retrieval RAG
Make OpenAI Citation for File Retrieval RAG Use case In this example, we will ensure that all texts from the OpenAI a...
Api schema extractor
This workflow automates the process of discovering and extracting APIs from various services, followed by generating...
![Workflow preview: Vector database as a big data analysis tool for AI agents [1/3 anomaly][1/2 KNN]](/data/workflows/2654/2654.webp)
Vector database as a big data analysis tool for AI agents [1/3 anomaly][1/2 KNN]
Vector Database as a Big Data Analysis Tool for AI Agents Workflows from the webinar "Build production ready AI Agent...
Intelligent web query and semantic re-ranking flow using Brave and Google Gemini
Workflow Description This workflow is a powerful, fully automated web query and semantic reranking system that allows...
AI agent to chat with files in Supabase Storage
Video Guide I prepared a detailed guide explaining how to set up and implement this scenario, enabling you to chat wi...
Get Airtable data via AI and Obsidian notes
I am submitting this workflow for the Obsidian community to showcase the potential of integrating Obsidian with n8n....
Research AI agent team with auto citations using OpenRouter and Perplexity
Purpose of workflow: This AI powered workflow is designed to automatically generate comprehensive, well researched ar...
Upsert huge documents in a vector store with Supabase and Notion
Purpose This workflow adds the capability to build a RAG on living data. In this case Notion is used as a Knowledge B...
MongoDB AI agent - intelligent movie recommendations
Who is this for? This workflow is designed for: Database administrators and developers working with MongoDB Content m...
WordPress - AI chatbot to enhance user experience - with Supabase and OpenAI
This is the first version of a template for a RAG/GenAI App using WordPress content . As creating, sharing, and impro...
Scale deal flow with a Pitch Deck AI vision, chatbot and QDrant vector store
Are you a popular tech startup accelerator (named after a particular higher order function) overwhelmed with 1000s of...
Building RAG chatbot for movie recommendations with Qdrant and Open AI
Create a recommendation tool without hallucinations based on RAG with the Qdrant Vector database. This example is bas...
Notion knowledge base AI assistant
Who is this for This workflow is perfect for teams and individuals who manage extensive data in Notion and need a qui...
KB tool - Confluence knowledge base
Enhance Query Resolution with the Knowledge Base Tool! Our KB Tool Confluence KB is crafted to seamlessly integrate i...
IT ops AI SlackBot workflow - chat with your knowledge base
Video Demo: [Click here to see a video of this workflow in action](https://www.loom.com/share/bbeaa4b9295d4746b2cbab3...
Supabase insertion & upsertion & retrieval
This is a demo workflow to showcase how to use Supabase to embed a document, retrieve information from the vector sto...
Telegram chat with PDF
What this template does This template serves as a Chatbot that enables you to ask questions about the content of a PD...