AutomationFlows › AI & RAG

AI & RAG workflows.

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

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

Mailgun, OpenAI, OpenAI Chat +8
AI & RAG

K&S-Media Downloadliste SQL. Uses httpRequest, agent, googleSheets, lmChatOpenAi. Event-driven trigger; 97 nodes.

HTTP Request, Agent, Google Sheets +3
AI & RAG

🎯 Create viral TikToks, Shorts, Reels, podcasts, and ASMR videos in minutes — all on autopilot.

OpenAI, HTTP Request, Form Trigger +7
AI & RAG

⚠️ DISCLAIMER: This workflow uses the AnySite LinkedIn community node, which is only available on self-hosted n8n instances. It will not work on n8n.cloud.

OpenAI Chat, Output Parser Structured, Google Sheets +6
AI & RAG

Supercharge your trading decisions with this end-to-end AI automation that connects market intelligence, technical analysis, and automated trade execution — all without manual intervention.

Tool Think, Supabase Vector Store, OpenAI Embeddings +14
AI & RAG

This n8n template demonstrates how to automatically process PDF purchase orders received via email and convert them into sales orders in Adobe Commerce (Magento 2) using Company Credit as the payment

HTTP Request, Form Trigger, Chat Trigger +5
AI & RAG

Complete PostgreSQL-backed system: Keyword scoring → AI research → Multi-part content generation → fal.ai Nano Banana image generation → WordPress publishing

WordPress, OpenAI, Perplexity +8
AI & RAG

Episode 11: AI shorts factory app. Uses httpRequest, googleSheets, lmChatOpenAi, lmChatOllama. Event-driven trigger; 96 nodes.

HTTP Request, Google Sheets, OpenAI Chat +15
AI & RAG

This workflow creates a multi-talented AI assistant named Simran that interacts with users via Telegram. It can handle text and voice messages, understand the user's intent, and perform various tasks.

MongoDB, Chain Llm, Google Gemini Chat +11
AI & RAG

BoomerBobBot.TP. Uses agent, telegramTrigger, telegram, memoryBufferWindow. Event-driven trigger; 95 nodes.

Agent, Telegram Trigger, Telegram +10
AI & RAG

LLMS_Query_Links_stabilisation. Uses mySql, lmChatOpenAi, executeCommand, chainLlm. Webhook trigger; 95 nodes.

MySQL, OpenAI Chat, Execute Command +6
AI & RAG

LLMS_Query_Links_stabilisation. Uses mySql, lmChatOpenAi, executeCommand, chainLlm. Webhook trigger; 95 nodes.

MySQL, OpenAI Chat, Execute Command +6
AI & RAG

agente. Uses googleTasksTool, telegramTrigger, telegramTool, telegram. Event-driven trigger; 94 nodes.

Google Tasks Tool, Telegram Trigger, Telegram Tool +3
AI & RAG

⏺ 🚀 How it works

Agent, Anthropic Chat, Output Parser Structured +6
AI & RAG

Generate AI viral videos with NanoBanana & VEO3, shared on socials via Blotato 2. Uses @blotato/n8n-nodes-blotato, googleSheets, lmChatOpenAi, toolThink. Event-driven trigger; 94 nodes.

@Blotato/N8N Nodes Blotato, Google Sheets, OpenAI Chat +9
AI & RAG

Chanchito_PROD. Uses googleGemini, postgres, telegram, httpRequest. Scheduled trigger; 94 nodes.

Google Gemini, Postgres, Telegram +4
AI & RAG

L&D_AgentsAI_ATIVO. Uses httpRequest, agent, googleCalendarTool, toolSerpApi. Webhook trigger; 93 nodes.

HTTP Request, Agent, Google Calendar Tool +9
AI & RAG

Influencer 2.0. Uses formTrigger, form, informationExtractor, lmChatOpenAi. Event-driven trigger; 93 nodes.

Form Trigger, Form, Information Extractor +13
AI & RAG

Are you drowning in daily operational chaos, desperately trying to juggle sales, projects, content, and client communication? Imagine an AI brain that handles it all, freeing you to lead your business

Telegram Trigger, Telegram, OpenAI +13
AI & RAG

HDW Lead Geländewagen. Uses chatTrigger, lmChatOpenAi, memoryBufferWindow, outputParserStructured. Chat trigger; 92 nodes.

Chat Trigger, OpenAI Chat, Memory Buffer Window +5
AI & RAG

Camila IA. Uses postgres, crypto, redis, agent. Webhook trigger; 92 nodes.

Postgres, Crypto, Redis +13
AI & RAG

The AI-Powered Shopify SEO Content Automation is an enterprise-grade workflow that transforms product content creation for e-commerce stores. This sophisticated multi-agent system integrates GPT-4o, C

Perplexity Tool, Memory Buffer Window, Agent +15
AI & RAG

This workflow automates Invoice & Payment Tracking (with Approvals) across Notion and Slack. Ingest — You drop invoices/receipts (PDF/IMG/JSON) into the flow. Extract — OCR + parsing pulls out key fie

HTTP Request, Chain Llm, Anthropic Chat +5
AI & RAG

This project is a template for building a complete academic virtual assistant using n8n. It connects to Telegram, answers frequently asked questions by querying MongoDB, keeps the community informed a

Telegram, MongoDB, Telegram Trigger +6
AI & RAG

Content - Newsletter Agent. Uses formTrigger, chainLlm, outputParserStructured, httpRequest. Event-driven trigger; 91 nodes.

Form Trigger, Chain Llm, Output Parser Structured +8
AI & RAG

Bread-Meat-Delivery. Uses lmChatOpenAi, agent, httpRequest, redis. Webhook trigger; 91 nodes.

OpenAI Chat, Agent, HTTP Request +14
AI & RAG

Arvifund - Supabase. Uses httpRequest, telegram, googleSheets, telegramTrigger. Event-driven trigger; 90 nodes.

HTTP Request, Telegram, Google Sheets +8
AI & RAG

Arvifund - Supabase (Fixed v2). Uses httpRequest, telegram, googleSheets, telegramTrigger. Event-driven trigger; 90 nodes.

HTTP Request, Telegram, Google Sheets +9
AI & RAG

Arvifund - Supabase (Fixed v4). Uses httpRequest, telegram, googleSheets, telegramTrigger. Event-driven trigger; 90 nodes.

HTTP Request, Telegram, Google Sheets +9
AI & RAG

Arvifund - Supabase (Fixed v3). Uses httpRequest, telegram, googleSheets, telegramTrigger. Event-driven trigger; 90 nodes.

HTTP Request, Telegram, Google Sheets +9
AI & RAG

ANIS_HUB 1. Uses gmail, googleDrive, googleSheets, httpRequest. Webhook trigger; 89 nodes.

Gmail, Google Drive, Google Sheets +3
AI & RAG

Ask questions like “How much did I spend on food last month?” and get instant answers from your financial data — directly in Telegram.

Telegram Trigger, OpenAI, Google Sheets +2
AI & RAG

CLINICAINTEGRAL_secretary. Uses postgres, mcpClientTool, googleDriveTool, toolWorkflow. Webhook trigger; 89 nodes.

Postgres, Mcp Client Tool, Google Drive Tool +14
AI & RAG

Remi 1.1. Uses lmChatOpenAi, memoryPostgresChat, openAi, postgres. Webhook trigger; 89 nodes.

OpenAI Chat, Memory Postgres Chat, OpenAI +7
AI & RAG

Api Schema Extractor. Uses manualTrigger, httpRequest, splitOut, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 88 nodes.

HTTP Request, Text Splitter Recursive Character Text Splitter, Document Default Data Loader +9
AI & RAG

Wait Splitout. Uses manualTrigger, httpRequest, splitOut, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 88 nodes.

HTTP Request, Text Splitter Recursive Character Text Splitter, Document Default Data Loader +9
AI & RAG

AI Institutional Stock Valuation Engine with Risk Scoring & Scenario Targets

Google Sheets, XML, HTTP Request +3
AI & RAG

This workflow automates the process of discovering and extracting APIs from various services, followed by generating custom schemas. It works in three distinct stages: research, extraction, and schema

HTTP Request, Text Splitter Recursive Character Text Splitter, Document Default Data Loader +9
AI & RAG

A Telegram bot that converts natural-language work descriptions into detailed cost estimates using AI parsing, vector search, and the open-source DDC CWICR database with 55,000+ construction work item

HTTP Request, Telegram, Telegram Trigger +6
AI & RAG

Content - Newsletter Agent. Uses formTrigger, chainLlm, outputParserStructured, httpRequest. Event-driven trigger; 87 nodes.

Form Trigger, Chain Llm, Output Parser Structured +7
AI & RAG

A lightweight, self-hosted AI assistant built entirely in n8n. Multi-channel messaging (Telegram, WhatsApp, Gmail), persistent memory, task management, and autonomous work — all in a single visual wor

Telegram Trigger, OpenRouter Chat, Data Table +20
AI & RAG

RAG CHATBOT Main. Uses telegram, telegramTrigger, lmChatOpenAi, n8n-nodes-mcp. Event-driven trigger; 87 nodes.

Telegram, Telegram Trigger, OpenAI Chat +8
AI & RAG

This n8n template demonstrates how to build a complete AI-powered outbound email system using Google Sheets, Gmail, Gemini, and website scraping. The workflow is designed to help you move from basic l

Google Sheets, N8N Nodes Puppeteer, Chain Llm +4
AI & RAG

Bitlab-Chatbot. Uses telegramTrigger, telegram, snowflake, httpRequest. Event-driven trigger; 87 nodes.

Telegram Trigger, Telegram, Snowflake +13
AI & RAG

WooriFisa. Uses agent, httpRequest, documentDefaultDataLoader, vectorStorePinecone. Scheduled trigger; 86 nodes.

Agent, HTTP Request, Document Default Data Loader +14
AI & RAG

This workflow implements an advanced AI automation agent (OpenClaw Agent) that interacts with users through Telegram and integrates multiple AI models, external tools, and cloud services to automate c

Telegram Trigger, Telegram, OpenAI +21
AI & RAG

This n8n workflow orchestrates a powerful suite of AI Agents and automations to manage and optimize various aspects of an e-commerce operation, particularly for platforms like Shopify. It leverages La

Google Sheets, HTTP Request, Slack +10
AI & RAG

Overview This is a production-grade, fully automated stock analysis system built entirely in n8n. It combines institutional-level financial analysis, dual AI model consensus, and a self-improving back

Google Sheets, XML, HTTP Request +3
AI & RAG

my-secretary. Uses postgres, mcpClientTool, googleDriveTool, toolWorkflow. Webhook trigger; 86 nodes.

Postgres, Mcp Client Tool, Google Drive Tool +13
AI & RAG

LinkedIn_Job_Hunt_and_Cover_Letter. Uses outputParserStructured, outputParserAutofixing, googleDrive, agent. Scheduled trigger; 85 nodes.

Output Parser Structured, Output Parser Autofixing, Google Drive +6
AI & RAG

This template attempts to replicate OpenAI's DeepResearch feature which, at time of writing, is only available to their pro subscribers.

Output Parser Structured, OpenAI Chat, Form Trigger +8
AI & RAG

Telegram Trigger receives incoming messages (text, voice, photo, document). Switch routes by message type to appropriate processors: Text → forwarded as-is. Voice → downloaded and sent to Transcribe a

Memory Buffer Window, Telegram Trigger, Telegram +12
AI & RAG

How it Works

Memory Buffer Window, Agent, Output Parser Structured +9
AI & RAG

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

Form Trigger, Google Sheets, HTTP Request +3
AI & RAG

This workflow acts as a 24/7 sales agent, engaging leads across WhatsApp, Instagram, Facebook, Telegram, and your website. It intelligently transcribes audio messages, answers questions using a knowle

Chat Trigger, Memory Postgres Chat, Tool Workflow +20
AI & RAG

Episode 18 Scary Stories TikTok final. Uses httpRequest, lmChatOpenAi, lmChatOllama, lmChatDeepSeek. Event-driven trigger; 83 nodes.

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

Transform your Telegram messenger into a powerful, multi-modal personal or team assistant. This n8n workflow creates an intelligent agent that can understand text, voice, images, and documents, and ta

Memory Buffer Window, Telegram Trigger, Telegram +10
AI & RAG

📌 Overview

Redis, WhatsApp, OpenAI Chat +12
AI & RAG

Creators, marketers, and brands that want to turn a single product photo into premium motion clips, then optionally publish to Instagram/TikTok/YouTube via LATE. No editing skills required.

Telegram, Agent Tool, Telegram Trigger +5
AI & RAG

Product to Social Video (xCodeWraith Edition). Uses telegram, agentTool, telegramTrigger, httpRequest. Event-driven trigger; 83 nodes.

Telegram, Agent Tool, Telegram Trigger +5

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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. 8291 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.