AutomationFlows › AI & RAG

AI & RAG workflows.

Agents, RAG pipelines, vector databases, and LLM chains.
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AI & RAG

> Note: This workflow uses sticky notes extensively to document each logical section of the automation. Sticky notes are mandatory and already included to explain OCR, AI parsing, folder logic, dup

QuickBooks, Google Sheets, Google Drive +5
AI & RAG

This is for SaaS founders, agency owners, and Sales Ops managers who use HubSpot but are tired of "toe-stepping." If your BDRs are accidentally emailing your AE’s active deals, or Marketing is blastin

Data Table, HTTP Request
AI & RAG

crawl4 ai. Uses documentDefaultDataLoader, textSplitterCharacterTextSplitter, vectorStoreSupabase, embeddingsOllama. Scheduled trigger; 65 nodes.

Document Default Data Loader, Text Splitter Character Text Splitter, Supabase Vector Store +12
AI & RAG

Scary Stories TikTok video - flux. Uses httpRequest, lmChatOpenAi, lmChatOllama, lmChatDeepSeek. Event-driven trigger; 65 nodes.

HTTP Request, OpenAI Chat, Ollama Chat +12
AI & RAG

Search Worflow Docker. Uses documentDefaultDataLoader, textSplitterCharacterTextSplitter, vectorStoreSupabase, embeddingsOllama. Scheduled trigger; 65 nodes.

Document Default Data Loader, Text Splitter Character Text Splitter, Supabase Vector Store +12
AI & RAG

scraping_flow. Uses httpRequest, agent, lmChatOpenAi. Scheduled trigger; 64 nodes.

HTTP Request, Agent, OpenAI Chat
AI & RAG

This template and YouTube video goes over 5 different implementations of evaluations within n8n. Categorization Correctness Tools used String similarity Helpfulness

Evaluation, Evaluation Trigger, Google Gemini Chat +8
AI & RAG

Automate Outreach Prospect automates finding, enriching, and messaging potential partners (like restaurants, malls, and bars) using Apify Google Maps scraping, Perplexity enrichment, OpenAI LLMs, Goog

@Devlikeapro/N8N Nodes Waha, Google Drive Trigger, @Apify/N8N Nodes Apify +14
AI & RAG

This workflow transforms your Telegram bot into an intelligent creative assistant. It can chat conversationally, fetch trending image prompts from PromptHero for inspiration, or perform a deep "remix"

Telegram Trigger, Output Parser Structured, Telegram +6
AI & RAG

scraping_flow_cabichui. Uses httpRequest, lmChatOpenAi, agent. Event-driven trigger; 63 nodes.

HTTP Request, OpenAI Chat, Agent
AI & RAG

1_4_Core_Node. Uses stopAndError, compression, xml, crypto. Event-driven trigger; 63 nodes.

Stop And Error, Compression, XML +7
AI & RAG

My workflow 14. Uses lmChatOpenAi, outputParserStructured, rssFeedRead, httpRequest. Event-driven trigger; 63 nodes.

OpenAI Chat, Output Parser Structured, RSS Feed Read +3
AI & RAG

main_workflow. Uses agent, n8n-nodes-upstage, documentDefaultDataLoader, textSplitterCharacterTextSplitter. Webhook trigger; 63 nodes.

Agent, N8N Nodes Upstage, Document Default Data Loader +4
AI & RAG

This workflow is for beauty salons who want consistent, high‑quality social media content without writing every post manually. It also suits agencies and automation builders who manage multiple beauty

Telegram, Google Sheets Trigger, Agent +26
AI & RAG

> AI-powered nutrition assistant for Telegram — log meals, set goals, and get personalized daily reports with Google Sheets integration.

Telegram, Google Gemini, Google Gemini Chat +7
AI & RAG

This template is designed for marketers, content creators, and e-commerce brands who want to automate the creation of professional ad videos at scale. It’s ideal for teams looking to generate consiste

Telegram, Telegram Trigger, Google Drive +8
AI & RAG

The Ultimate Scraper for n8n uses Selenium and AI to retrieve any information displayed on a webpage. You can also use session cookies to log in to the targeted webpage for more advanced scraping need

OpenAI Chat, HTTP Request, Information Extractor +1
AI & RAG

This comprehensive automation flow helps you scale your outreach to potential customers through intelligent personalized email campaigns. The system combines web scraping, AI-powered lead scoring, and

Noco Db, HTTP Request, OpenAI +2
AI & RAG

Unlock the Power of Language with Personalized AI Learning! MOTION TUTOR is a revolutionary AI-powered language learning platform that adapts to your progress and guides you from basic vocabulary to c

Agent, Airtable Tool, OpenAI Chat +6
AI & RAG

This template attempts to create an AI-powered content assistant for WordPress sites using Mistral AI, enabling article recommendations, content summarization, and contextual Q&A capabilities.

Chat Trigger, Output Parser Structured, Agent +10
AI & RAG

This simple philosophy changes the way we think about automated sales agents. Context changes everything. In this 4-part workflow, we start by creating a knowledge base that will act as context across

Pinecone Vector Store, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +12
AI & RAG

Build a powerful, customizable AI chatbot for your WordPress website that intelligently retrieves posts, answers questions, and engages in natural conversations. This complete solution handles content

Qdrant Vector Store, OpenAI Embeddings, Document Default Data Loader +10
AI & RAG

N8N-Workflow. Uses telegramTrigger, telegram, googleSheets, openAi. Event-driven trigger; 63 nodes.

Telegram Trigger, Telegram, Google Sheets +3
AI & RAG

🧪 LABR - nuevo asistente (REPARADO). Uses httpRequest, postgres, postgresTool, toolCalculator. Webhook trigger; 63 nodes.

HTTP Request, Postgres, Postgres Tool +9
AI & RAG

Digistars - Scrape & Crawl. Uses httpRequest, n8n-nodes-firecrawl-scraper, googleSheets, lmChatOpenAi. Event-driven trigger; 63 nodes.

HTTP Request, N8N Nodes Firecrawl Scraper, Google Sheets +5
AI & RAG

Automating Venue Research as a Musician. Uses airtable, @brightdata/n8n-nodes-brightdata, agent, outputParserStructured. Event-driven trigger; 63 nodes.

Airtable, @Brightdata/N8N Nodes Brightdata, Agent +3
AI & RAG

💥 Automate video ads with NanoBanana, Seedream 4, ChatGPT Image and Veo 3 - VIDE. Uses telegram, telegramTrigger, googleDrive, agent. Event-driven trigger; 63 nodes.

Telegram, Telegram Trigger, Google Drive +8
AI & RAG

🧪 LABR - nuevo asistente (REPARADO). Uses httpRequest, postgres, postgresTool, toolCalculator. Webhook trigger; 63 nodes.

HTTP Request, Postgres, Postgres Tool +9
AI & RAG

💥 Automate video ads with NanoBanana, Seedream 4, ChatGPT Image and Veo 3 - VIDE. Uses telegram, telegramTrigger, googleDrive, agent. Event-driven trigger; 63 nodes.

Telegram, Telegram Trigger, Google Drive +8
AI & RAG

🧪 LABR - nuevo asistente (REPARADO). Uses httpRequest, postgres, postgresTool, toolCalculator. Webhook trigger; 63 nodes.

HTTP Request, Postgres, Postgres Tool +9
AI & RAG

Chat with docs - 5minAI New version. Uses httpRequest, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, embeddingsOpenAi. Event-driven trigger; 62 nodes.

HTTP Request, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +10
AI & RAG

I prepared a detailed guide that illustrates the entire process of building an AI agent using Supabase and Google Drive within N8N workflows.

HTTP Request, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +10
AI & RAG

Thread Extraction: Automatically detects and extracts all tweets from a provided Twitter thread (flood) link. Translation: Translates each extracted tweet into your target language using OpenAI. Rewri

Agent, OpenAI Chat, HTTP Request +3
AI & RAG

I originally started to template to ask questions on the "n8n @ scale office-hours" livestream videos but then extended it to include the latest videos on the official channel.

HTTP Request, Qdrant Vector Store, Document Default Data Loader +7
AI & RAG

Automate Microsoft Teams Meeting Analysis with GPT-4.1, Outlook & Mem.ai Watch the YouTube video to get started Follow along with the blog post

Postgres, OpenAI Chat, HTTP Request +3
AI & RAG

Automate your personal productivity with this intelligent n8n workflow that integrates Telegram, Google Sheets, and OpenAI (GPT-4o). This system uses multiple AI agents to manage work hours, tasks, fi

Agent, OpenAI Chat, Telegram +9
AI & RAG

Created by: Peyton Leveillee Last updated: October 2025

OpenAI Chat, Google Sheets, HTTP Request +5
AI & RAG

System Architecture Two integrated N8N workflows providing automated US stock portfolio management through Telegram:

Output Parser Autofixing, OpenAI Chat, Perplexity +10
AI & RAG

The Multi-Model Agency Content Engine is a high-performance editorial system designed for agencies. It solves the "blank page" problem by alternating between real-world social proof and strategic expe

Google Sheets, Gmail, Google Drive +6
AI & RAG

This n8n template automates B2B lead research and enrichment for Attio CRM. It combines data from Apollo.io, LinkedIn scraping, and news sources with AI-powered analysis to generate actionable sales i

HTTP Request, N8N Nodes Scrape Creators, @Tavily/N8N Nodes Tavily +5
AI & RAG

Stop reading job listings that aren't a fit. This workflow automatically crawls five major job boards (LinkedIn, Indeed, WeAreDevelopers, Stepstone, and Xing) and scores every listing against your per

OpenAI Chat, Agent, @Mendable/N8N Nodes Firecrawl +3
AI & RAG

This workflow enables the automatic and regular tracking of competitors' Instagram Reels, providing rich insights for each video (summary, topic, hook, angles, tags, etc) through ChatGPT, and storing

Google Sheets, Telegram, @Apify/N8N Nodes Apify +1
AI & RAG

leads. Uses supabase, gmail, formTrigger, httpRequest. Webhook trigger; 62 nodes.

Supabase, Gmail, Form Trigger +13
AI & RAG

🧪 LABR - nuevo asistente (REPARADO). Uses httpRequest, postgres, postgresTool, toolCode. Webhook trigger; 62 nodes.

HTTP Request, Postgres, Postgres Tool +8
AI & RAG

🧪 LABR - nuevo asistente (REPARADO). Uses httpRequest, postgres, postgresTool, toolCode. Webhook trigger; 62 nodes.

HTTP Request, Postgres, Postgres Tool +8
AI & RAG

IntelliX.AI - Editorial Automatizado v2. Uses postgres, rssFeedRead, openAi, httpRequest. Event-driven trigger; 62 nodes.

Postgres, RSS Feed Read, OpenAI +4
AI & RAG

🧪 LABR - nuevo asistente (REPARADO). Uses httpRequest, postgres, postgresTool, toolCode. Webhook trigger; 62 nodes.

HTTP Request, Postgres, Postgres Tool +8
AI & RAG

🧪 LABR - nuevo asistente (REPARADO). Uses httpRequest, postgres, postgresTool, toolCode. Webhook trigger; 62 nodes.

HTTP Request, Postgres, Postgres Tool +8
AI & RAG

🧪 LABR - nuevo asistente (REPARADO). Uses httpRequest, postgres, postgresTool, toolCode. Webhook trigger; 62 nodes.

HTTP Request, Postgres, Postgres Tool +8
AI & RAG

Onsite Photos to Jobs (SMS Agent). Uses dataTable, twilio, httpRequest, airtable. Webhook trigger; 62 nodes.

Data Table, Twilio, HTTP Request +1
AI & RAG

z-Api. Uses httpRequest, openAi, redis, postgres. Webhook trigger; 61 nodes.

HTTP Request, OpenAI, Redis +4
AI & RAG

This n8n workflow turns a script and character/setting description from Google Sheets into a complete stitched UGC-style video ad, fully automated from intake to final delivery.

Google Sheets, HTTP Request, OpenRouter Chat +7
AI & RAG

This automated workflow template transforms a single product image into a complete professional advertisement video with dynamic motion and custom soundtrack. Perfect for e-commerce businesses, market

HTTP Request, Output Parser Structured, Tool Think +4
AI & RAG

This workflow automates customer support across multiple channels (Email, Live Chat, WhatsApp, Slack, Discord) using AI-powered responses enhanced with Retrieval Augmented Generation (RAG) and your pr

Email Read Imap, WhatsApp Trigger, Slack Trigger +12
AI & RAG

This comprehensive n8n workflow automates the entire Meta (Facebook/Instagram) advertising process, from asset analysis to ad creation. It combines AI-powered content analysis with automated ad deploy

Facebook Graph Api, HTTP Request, Google Drive +5
AI & RAG

This workflow is designed for researchers, investigators, and analysts who need to: Build comprehensive profiles of organizations from public sources Research court cases, legislation, and government

HTTP Request Tool, Tool Http Request, Tool Think +8
AI & RAG

Turn unstructured pitch decks and investment memos into polished Due Diligence PDF reports automatically. This n8n workflow handles everything from document ingestion to final delivery, combining inte

HTTP Request, Pinecone Vector Store, OpenAI Embeddings +7
AI & RAG

This workflow is perfect for content creators, digital marketers, and social media managers who want to automatically syndicate their content across multiple platforms. It's ideal for businesses, blog

Nasa, Facebook Graph Api, WordPress +9
AI & RAG

This n8n workflow is designed for Telegram bot administrators and customer service managers who want to automate customer support and payment verification processes. The workflow creates an intelligen

Telegram Trigger, Agent Tool, Tool Think +6
AI & RAG

This template is built for content creators, founders, solopreneurs, content marketers, and agencies who want to publish consistent, research-backed content across 4 social platforms without writing,

Notion, Agent, OpenAI Chat +6

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FAQ

What is in the AI & RAG category?

All n8n workflows in the AutomationFlows catalog that automate ai & rag use cases. 9685 workflows live here, each integration-tagged and importable into a self-hosted or cloud n8n instance.

How do I use a AI & RAG workflow?

Open any workflow detail page, click 'Copy JSON', then in n8n go to Workflows → Import from File or paste into a new workflow. Add your credentials (the catalog strips them before publishing) and activate.

Are these workflows free?

Yes — the entire catalog is free to browse and copy. Pro adds a multi-signal QualityScore on every workflow plus bulk JSON download.