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.
From sitemap crawling to vector storage: Creating an efficient workflow for RAG
This template crawls a website from its sitemap, deduplicates URLs in Supabase, scrapes pages with Crawl4AI, cleans a...
Generate 360 social media reports with AI - Bright Data MCP
Social Media Intelligence Workflow with Bright Data and OpenAI Get a 360 Social media presence report for a person Wh...
Automated job hunt with Tavily
Automated Job Hunt with Tavily — Setup & Run Guide What this template does? Automatically searches for recent job pos...
Transform Excel data into AI-ready vectors with OpenAI and Supabase
Description This workflow is a practical, “dirty” solution for real world scenarios where frontline workers keep usin...
Process documents with OCR, analytics & Google Drive using PDF Vector
Organizations dealing with high volume document processing face challenges in efficiently handling diverse document t...
Extract & validate legal citations from documents with PDF Vector AI
Legal professionals spend countless hours manually checking citations and building citation indexes for briefs, memor...
Automate academic literature reviews with GPT-4 and multi-database search
Conducting comprehensive literature reviews is one of the most time consuming aspects of academic research. This work...
Extract clinical data from medical documents with PDF vector & HIPAA compliance
Healthcare organizations face significant challenges in digitizing and processing medical records while maintaining s...
Research paper analysis system with PDF vector, OCR, GPT-4, and Google Drive
Researchers and academic institutions need efficient ways to process and analyze large volumes of research papers and...
Build document Q&A API with PDF vector and webhooks
Organizations struggle to make their document repositories searchable and accessible. Users waste time searching thro...
Extract & store invoice data with PDF vector, Google Drive & database
Transform your accounts payable department with this enterprise grade invoice processing solution. This workflow auto...
Voice AI customer support for WooCommerce using VAPI, GPT-4o & Gemini with RAG
This workflow integrates a Retrieval Augmented Generation (RAG) system with a post sales AI agent for WooCommerce . I...
Qualify B2B prospects with ProspectPro, Web RAG and GPT-4
This template qualifies and segments B2B prospects in ProspectPro using live web data and AI. It retrieves website co...
Extract & store recently added n8n community workflows with ScrapeGraphAI and Gemini
This is an exaple of advanced automated data extraction and enrichment pipeline with ScrapeGraphAI. Its primary purpo...
Automated news monitoring with Claude 4 AI analysis for Discord & Google News
Who's it for Marketing teams, business intelligence professionals, competitive analysts, and executives who need cons...
Analyze competitor content gaps with Gemini AI, Apify & Google Sheets
This workflow contains community nodes that are only compatible with the self hosted version of n8n. Capture More Tra...
Migrate Pinecone index to Weaviate class with Airtable pagination
Who’s it for This workflow is designed for developers, data engineers, and AI teams who need to migrate a Pinecone Cl...
Dynamic AI web researcher: From plain text to custom CSV with GPT-4 and Linkup
This template introduces a revolutionary approach to automated web research. Instead of a rigid workflow that can onl...
Generate AI-curated sales quotes with OpenAI, Qdrant & CraftMyPDF PDF delivery
Short Description Turn form submissions into AI curated quotes with SKU selection straight from Qdrant, branded PDF g...
Daily AI news digest with Perplexity AI and Gmail automation
AI Latest 24 Update Workflow Explanation Aim The aim of the AI Latest 24 Update Workflow is to automate the daily col...
Financial reporting AI: concise SEC 10-K/10-Q briefs via OpenRouter + Perplexity
Why skim 10 K/10 Q by hand when AI can extract what matters in minutes? Who is this for? Sales engineers, solution ar...
Automate document ingestion & RAG system with Google Drive, Sheets & OpenAI
1. Overview The IngestionDocs workflow is a fully automated document ingestion and knowledge management system built...
Automatic personalized sales follow-up with GPT-5, Pinecone, and Tavily Research
Automatic Personalized Sales Follow Up with GPT 5, Pinecone, and Tavily Research Description Never let a lead go cold...
Dynamic MCP server selection with OpenAI GPT-4.1 and contextual AI reranker
PROBLEM Thousands of MCP Servers exist and many are updated daily, making server selection difficult for LLMs. Curren...