AutomationFlows › AI & RAG

AI & RAG workflows.

Agents, RAG pipelines, vector databases, and LLM chains.
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
AI & RAG

Auto-Generate MVP Startup Ideas from Reddit with AI & Excel Storage. Uses reddit, lmChatOpenRouter, outputParserStructured, formTrigger. Event-driven trigger; 30 nodes.

Reddit, OpenRouter Chat, Output Parser Structured +3
AI & RAG

2-Generate___Auto_post_AI_Videos_to_Social_Media_with_Veo3_and_Blotato. Uses googleSheets, httpRequest, agent, toolThink. Scheduled trigger; 30 nodes.

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

This scheduled workflow scans competitor ads via Adyntel (Meta, Google, and LinkedIn), extracts newly appearing terms from ad copy, and uses OpenAI to classify potential launch signals, then logs resu

Google Sheets, N8N Nodes Adyntel, Agent +1
AI & RAG

Crypto News & Sentiment. Uses lmChatOpenAi, agent, rssFeedRead, openAi. Event-driven trigger; 30 nodes.

OpenAI Chat, Agent, RSS Feed Read +3
AI & RAG

Generate Sql Queries From Schema Only Ai Powered. Uses lmChatOpenAi, memoryBufferWindow, noOp, mySql. Chat trigger; 29 nodes.

OpenAI Chat, Memory Buffer Window, MySQL +3
AI & RAG

Generate SQL queries from schema only - AI-powered. Uses lmChatOpenAi, memoryBufferWindow, noOp, mySql. Chat trigger; 29 nodes.

OpenAI Chat, Memory Buffer Window, MySQL +3
AI & RAG

Build A Financial Documents Assistant Using Qdrant And Mistral.Ai. Uses localFileTrigger, manualTrigger, stickyNote, readWriteFile. Event-driven trigger; 29 nodes.

Local File Trigger, Read Write File, Embeddings Mistral Cloud +8
AI & RAG

Extract Insights & Analyse Youtube Comments Via Ai Agent Chat. Uses stickyNote, lmChatOpenAi, toolWorkflow, memoryPostgresChat. Chat trigger; 29 nodes.

OpenAI Chat, Tool Workflow, Memory Postgres Chat +5
AI & RAG

Enrich Property Inventory Survey With Image Recognition And Ai Agent. Uses manualTrigger, lmChatOpenAi, airtable, executeWorkflowTrigger. Event-driven trigger; 29 nodes.

OpenAI Chat, Airtable, Execute Workflow Trigger +5
AI & RAG

Vision-Based AI Agent Scraper - with Google Sheets, ScrapingBee, and Gemini. Uses manualTrigger, httpRequest, outputParserStructured, lmChatGoogleGemini. Event-driven trigger; 29 nodes.

HTTP Request, Output Parser Structured, Google Gemini Chat +4
AI & RAG

Manual Http. Uses manualTrigger, lmChatOpenAi, airtable, executeWorkflowTrigger. Event-driven trigger; 29 nodes.

OpenAI Chat, Airtable, Execute Workflow Trigger +5
AI & RAG

Generate SQL queries from schema only - AI-powered. Uses lmChatOpenAi, memoryBufferWindow, noOp, mySql. Chat trigger; 29 nodes.

OpenAI Chat, Memory Buffer Window, MySQL +3
AI & RAG

⚡📽️ Ultimate AI-Powered Chatbot for YouTube Summarization & Analysis. Uses executeWorkflowTrigger, chatTrigger, stickyNote, memoryBufferWindow. Event-driven trigger; 29 nodes.

Execute Workflow Trigger, Chat Trigger, Memory Buffer Window +4
AI & RAG

Vision-Based AI Agent Scraper - with Google Sheets, ScrapingBee, and Gemini. Uses manualTrigger, httpRequest, outputParserStructured, lmChatGoogleGemini. Event-driven trigger; 29 nodes.

HTTP Request, Output Parser Structured, Google Gemini Chat +4
AI & RAG

Localfile. Uses localFileTrigger, manualTrigger, stickyNote, readWriteFile. Event-driven trigger; 29 nodes.

Local File Trigger, Read Write File, Embeddings Mistral Cloud +8
AI & RAG

Faceless Video. Uses httpRequest, agent, googleDrive, stickyNote. Event-driven trigger; 29 nodes.

HTTP Request, Agent, Google Drive +6
AI & RAG

AI Avatar for Trending News. Uses httpRequest, openAi, scheduleTrigger, agent. Scheduled trigger; 29 nodes.

HTTP Request, OpenAI, Agent +2
AI & RAG

Order and Delivery Support. Uses lmChatOpenAi, documentDefaultDataLoader, embeddingsOpenAi, toolVectorStore. Event-driven trigger; 29 nodes.

OpenAI Chat, Document Default Data Loader, OpenAI Embeddings +15
AI & RAG

ZEP Memory. Uses agent, telegramTrigger, telegram, httpRequest. Event-driven trigger; 29 nodes.

Agent, Telegram Trigger, Telegram +5
AI & RAG

Supabase RAG AI Agent PDFs & More. Uses lmChatOpenAi, documentDefaultDataLoader, embeddingsOpenAi, toolVectorStore. Event-driven trigger; 29 nodes.

OpenAI Chat, Document Default Data Loader, OpenAI Embeddings +9
AI & RAG

Inbox Manager. Uses gmailTrigger, lmChatOpenAi, outputParserStructured, agent. Event-driven trigger; 29 nodes.

Gmail Trigger, OpenAI Chat, Output Parser Structured +2
AI & RAG

Invoice Agent. Uses httpRequest, emailSend. Webhook trigger; 29 nodes.

HTTP Request, Email Send
AI & RAG

Disparo de WhatsApp. Uses agent, lmChatOpenAi, outputParserStructured, chainLlm. Event-driven trigger; 29 nodes.

Agent, OpenAI Chat, Output Parser Structured +4
AI & RAG

CreateWorkPlan. Uses informationExtractor, lmChatAzureOpenAi, outputParserStructured, mcpClientTool. Webhook trigger; 29 nodes.

Information Extractor, Lm Chat Azure Open Ai, Output Parser Structured +6
AI & RAG

tg_main_rag. Uses agent, lmChatOpenRouter, telegram, openAi. Event-driven trigger; 29 nodes.

Agent, OpenRouter Chat, Telegram +6
AI & RAG

Build a Multi-Agent system with n8n, Qdrant, Gmail & OpenAI. Uses vectorStoreQdrant, toolWorkflow, executeWorkflowTrigger, googleDrive. Event-driven trigger; 29 nodes.

Qdrant Vector Store, Tool Workflow, Execute Workflow Trigger +11
AI & RAG

Content Intelligence. Uses googleSheets, n8n-nodes-hdw, openAi. Manual trigger; 29 nodes.

Google Sheets, N8N Nodes Hdw, OpenAI
AI & RAG

This template is ideal for content creators, social media managers, YouTubers, and digital marketers who want to generate high-quality videos daily using AI and distribute them effortlessly across mul

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

This workflow implements a complete Retrieval-Augmented Generation (RAG) knowledge assistant with built-in document ingestion, conversational AI, and automated analytics using n8n, OpenAI, and Pinecon

Form Trigger, Data Table, Text Splitter Recursive Character Text Splitter +8
AI & RAG

++HOW IT WORKS:++ This workflow automates the processing of invoices sent via Telegram. It extracts the data using LlamaIndex OCR, logs it in Google Sheets, and optionally pushes the structured data t

Chain Llm, OpenAI Chat, Telegram Trigger +4
AI & RAG

This workflow is built for sales teams, agencies, and small businesses that receive inbound leads via WhatsApp and want to automate their first response, lead qualification, and CRM logging — without

Agent, Google Sheets, Google Calendar +4
AI & RAG

This workflow is a modification of the previous template on how to create an SQL agent with LangChain and SQLite.

OpenAI Chat, Memory Buffer Window, MySQL +3
AI & RAG

Extract data from any PDF or image invoice dropped in Google Drive directly into Google Sheets – powered by AI OCR. Free, fully modifiable n8n workflow. Optional add-ons for pro features.

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

This workflow is a comprehensive solution for automating website audits and optimizations, leveraging advanced technologies to boost SEO effectiveness and overall site performance.

HTTP Request, XML, OpenAI Chat +4
AI & RAG

Takes a product image from Google Sheets, adds frozen effect with Gemini, generates ASMR video with Veo3, writes captions with GPT-4o, and posts to 4 platforms automatically. Schedule trigger picks fi

HTTP Request, Google Sheets, OpenAI +2
AI & RAG

This workflow involves scraping, so ensure you comply with the legal regulations in your country before getting started. Better safe than sorry!

HTTP Request, Output Parser Structured, Google Gemini Chat +4
AI & RAG

This n8n workflow template allows you to interact with an AI agent that extracts details and the transcript of a YouTube video using a provided video ID. Once the details and transcript are retrieved,

Execute Workflow Trigger, Chat Trigger, Memory Buffer Window +4
AI & RAG

I prepared a detailed guide that shows the whole process of building an AI tool to analyze Instagram Reels using n8n.

HTTP Request, Airtable, Execute Workflow Trigger
AI & RAG

This workflow automates the creation and management of a Retrieval-Augmented Generation (RAG) system using Qdrant as a vector store and Google Drive as the document source. It enables full or incremen

OpenAI Embeddings, Document Default Data Loader, Qdrant Vector Store +7
AI & RAG

Community nodes can only be installed on self-hosted instances of n8n.

HTTP Request, Google Gemini Chat, Chain Llm +4
AI & RAG

5-10 minutes

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

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

OpenAI Chat, Tool Think, Output Parser Structured +6
AI & RAG

Categories: Competitive Intelligence, Marketing Automation, AI Analysis

HTTP Request, Google Drive, OpenAI +1
AI & RAG

This n8n template provides a powerful AI-powered chatbot that acts as your personal Spotify DJ. Simply tell the chatbot what kind of music you're in the mood for, and it will intelligently create a cu

OpenAI Chat, Spotify, Chain Llm +7
AI & RAG

Automatically discover, analyze, and report the most viral TikTok and Instagram videos in your niche every day. This workflow leverages AI and Apify to help you stay ahead of social media trends. Scra

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

This template presents a multi-agent system in which a coordinating agent manages specialized sub-agents: an AI agent for RAG and document summarization, and an email agent. Each agent effectively ope

Qdrant Vector Store, Tool Workflow, Execute Workflow Trigger +11
AI & RAG

This workflow automates financial transaction surveillance by monitoring multiple payment systems, analyzing transaction patterns with AI, and triggering instant fraud alerts. Designed for finance tea

HTTP Request, Agent, OpenAI Chat +4
AI & RAG

This workflow is an AI-powered multi-agent system built for startup founders and small business owners who want to automate decision-making, accountability, research, and communication, all through Wh

OpenRouter Chat, WhatsApp, Perplexity Tool +14
AI & RAG

This workflow acts as an automated market analyst for educational purposes. It scans Binance Futures (Testnet) for high-volume pairs, applies custom technical analysis (RSI, Bollinger Bands, EMA, ATR)

HTTP Request, Crypto, Telegram +2
AI & RAG

Step-by-step instructions to get this workflow running in n8n. Self-hosted n8n instance (v1.113.0+ recommended) Community nodes enabled in n8n Facebook Page (you must be an admin) OpenAI account Pinec

HTTP Request, Memory Buffer Window, OpenAI Chat +2
AI & RAG

> Paste a YouTube URL into a Discord channel and this workflow automatically extracts the transcript, uses an LLM to generate a concise summary, and stores everything in a database — all in seconds

N8N Nodes Discord Trigger, Execute Command, Google Gemini +3
AI & RAG

This n8n workflow creates a conversational AI video agent accessible through Telegram. Users chat with a bot to request AI-generated talking-head videos using VEED's MCP tools, then optionally publish

Telegram Trigger, Agent, OpenAI Chat +4
AI & RAG

This n8n workflow demonstrates how to manage your Qdrant vector store when there is a need to keep it in sync with local files. It covers creating, updating and deleting vector store records ensuring

Local File Trigger, Read Write File, Embeddings Mistral Cloud +8
AI & RAG

This n8n workflow assists property managers and surveyors by reducing the time and effort it takes to complete property inventory surveys.

OpenAI Chat, Airtable, Execute Workflow Trigger +5
AI & RAG

I prepared a detailed guide to help you set up your workflow effectively, enabling you to extract insights from YouTube for content generation using an AI agent.

OpenAI Chat, Tool Workflow, Memory Postgres Chat +5
AI & RAG

This workflow implements a Retrieval-Augmented Generation (RAG) system that:

OpenAI Embeddings, Document Default Data Loader, Qdrant Vector Store +7
AI & RAG

[](https://www.youtube.com/watch?v=rfu4MSvtpAw)

Lm Open Ai, Output Parser Structured, Chain Llm +7
AI & RAG

Auto-detect news from n8n and turn into a human-approved LinkedIn post. gotoHuman is used to keep a human in the loop. There you can manually edit the AI draft of the post or request to regenerate it.

HTTP Request, OpenAI Chat, Chain Llm +2
AI & RAG

Answers should given only within provided text. Chat interface powered by LLM (Ollama) Retrieval-Augmented Generation (RAG) using Supabase Vector DB Multi-format file support (PDF, Excel, Google Docs,

Document Default Data Loader, Google Drive, Google Drive Trigger +10
AI & RAG

It will generate two types of emails: A daily digest with summaries of deduplicated cybersecurity reports organized into various topics. A daily viral topic report with summaries of recurring topics t

Output Parser Structured, Baserow, Google Gemini Chat +3

60 of 8404 workflows on page 28 of 141 · Browse all →

FAQ

What is in the AI & RAG category?

All n8n workflows in the AutomationFlows catalog that automate ai & rag use cases. 8404 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.