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.
Enhance AI chatbot responses with InfraNodus knowledge graph reasoning
Augment AI chatbot prompts with a knowledge graph reasoning ontology and improve the quality of responses with Graph...
Build persistent chat memory with GPT-4o-mini and Qdrant vector database
Long Term Memory System for AI Agents with Vector Database Transform your AI assistants into intelligent agents with...
Automate SEO tasks with Google Search Console & AI via MCP Server
Google Search Console MCP Server Description This n8n workflow serves as a Model Context Protocol (MCP) server, conne...
AI-powered stock analysis with AI scoring and Gmail report delivery
Workflow Description and Setup Guide This workflow provides comprehensive AI driven stock analysis, generating detail...
Automate web research with GPT-4, Claude & Apify for content analysis and insights
This n8n template demonstrates how to automate comprehensive web research using multiple AI models to find, analyze,...
Document Q&A system with Voyage-Context-3 embeddings and MongoDB Atlas
On my never ending quest to find the best embeddings model, I was intrigued to come across Voyage Context 3 by MongoD...
Build an AI chatbot with InfraNodus knowledge graph for enhanced responses
Build an embeddable AI chatbot with an access to a knowledge base This is an example of a simp...
Create custom reasoning patterns for AI agents with GraphRAG & knowledge ontology
Teach your AI agent HOW to think, not WHAT to think This workflow demonstrates...
WhatsApp RAG chatbot with Supabase, Gemini 2.5 Flash, and OpenAI embeddings
WhatsApp RAG Chatbot with Supabase, Gemini 2.5 Flash, and OpenAI Embeddings This n8n template demonstrates how to bui...
Scrape and analyze websites with custom prompts using Gemini, Apify, and LangChain
AI Powered Website Prompt Executor (Apify + OpenRouter) This workflow combines the power of Apify and OpenRouter to s...
Match medical symptoms to products with OpenAI, Qdrant & Google Sheets RAG
RAG AI Medical Agent – n8n Workflow Who’s it for This workflow is perfect for: Healthcare ecommerce businesses that w...
Multi-source RAG system with GPT-4 Turbo, news & academic papers integration
Multi Source RAG System with GPT 4 Turbo, News & Academic Papers Integration This workflow provides an enterprise gra...
AI-Powered Product Research & Price Comparison with Google Search and OpenAI
How it works This intelligent workflow acts as your personal shopping assistant, helping you quickly research product...
Dynamic MongoDB knowledge base chatbot with OpenAI GPT
This workflow creates an intelligent chatbot that uses your MongoDB database as a knowledge base. The AI agent can au...
Comprehensive API integration suite with health, webhook, auth & rate limit monitoring
How it works This workflow creates a complete MCPserver that provides comprehensive API integration monitoring and te...
Build document RAG system with Kimi-K2, Gemini embeddings and Qdrant
Generating contextual summaries is an token int...
Automated Slack IT helpdesk with GPT, Supabase vector search, and JIRA ticketing
This workflow contains community nodes that are only compatible with the self hosted version of n8n. Who is this for?...
Vectorize Medical Procedures for Semantic Search with TUSS, Gemini & pgVector
Description This workflow vectorizes the TUSS (Terminologia Unificada da Saúde Suplementar) table by transforming med...
Build an All-Source Knowledge Assistant with Claude, RAG, Perplexity, and Drive
Detailed n8n Workflow Description Main Flow The workflow operates through a three step process that handles incoming...
Get Real-time Stock Analysis and Rankings with Danelfin's AI Analytics API
Danelfin MCP Server About Danelfin Danelfin is an AI powered stock analytics platform that helps investors find the b...
Company knowledge base agent (RAG)
Turn your docs into an AI powered internal or public facing assistant. This chatbot workflow uses RAG (Retrieval Augm...
Inbox manager (GPT, Google Calendar & Supabase)
Turn your cluttered inbox into a smart, autonomous assistant that categorizes emails, replies to leads, checks your c...
Fetch all page content from website and store with Gemini embedding in Pinecone
Fetch and Extract all Website Pages Content and Store in Pinecone Vector Database as KnowledgeBase with Google Gemini...
Create a knowledge base chatbot with OpenAI and Notion for website embedding
This workflow creates an AI chatbot that uses your Notion database as a knowledge base and allows for website embeddi...