AutomationFlows › AI & RAG

AI & RAG workflows.

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

This professional n8n workflow provides an end-to-end solution for small restaurants. It includes a Telegram Customer Bot for placing orders and an Automated Notification System that updates customers

Telegram Trigger, Telegram, Agent +3
AI & RAG

How it works This workflow acts like your own personal AI assistant, automatically fetching and summarizing the most relevant Security, Privacy, and Compliance news from curated RSS feeds. It processe

Agent, Google Gemini Chat, Gmail +1
AI & RAG

WhatsApp AI Assistant for Clinic Appointment Booking Automate your entire appointment lifecycle with an intelligent AI assistant that lives on WhatsApp. This workflow empowers any clinic or independen

Google Gemini Chat, WhatsApp Trigger, Memory Buffer Window +9
AI & RAG

This workflow is for users who want to turn Telegram into a personal AI-powered assistant capable of handling everyday tasks through natural language. It's ideal for solo founders, operators, or profe

Memory Buffer Window, Tool Workflow, Tool Think +9
AI & RAG

This project is an automated news publisher for LinkedIn. It uses RSS feeds to fetch news, processes the content with the Gemini API to generate precise summaries, and automatically publishes to Linke

Agent, Google Gemini Chat, RSS Feed Read +4
AI & RAG

This workflow acts as an AI-powered research assistant that takes a topic from the user, performs multi-step intelligent research, and stores the final report in Notion. It uses advanced search, conte

Memory Buffer Window, Output Parser Structured, Agent +6
AI & RAG

With this workflow you can extract data from resume documents uploaded via a Telegram bot. Workflow transform readable content of PDF resume into structured data, using AI nodes and returns PDF with f

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

The n8n Creators Leaderboard Workflow is a powerful tool for analyzing and presenting detailed statistics about workflow creators and their contributions within the n8n community. It provides users wi

HTTP Request, OpenAI Chat, Execute Workflow Trigger +6
AI & RAG

This n8n workflow enables an AI agent to interact with users through GoHighLevel SMS, leveraging a knowledgebase dynamically built by scraping the company's website.

In-Memory Vector Store, OpenAI Embeddings, Document Default Data Loader +8
AI & RAG

This workflow is ideal for: Content creators and video editors automating short-form content production Reddit storytellers converting text posts into engaging TikTok, YouTube Shorts, or Reels Social

Item Lists, HTTP Request, OpenAI
AI & RAG

Free Support: Setting up and getting the workflow tailord to your needs. One small free adjustment included.

HTTP Request, Google Cloud Storage, YouTube +2
AI & RAG

Meta’s ad forms often generate unqualified leads from casual scrollers. This workflow uses WhatsApp and AI to automatically verify, qualify, and prioritize real leads — saving time and boosting sales

HTTP Request, Agent, Google Gemini Chat +1
AI & RAG

Watch on Youtube▶️

HTTP Request, Email Send, Google Sheets +3
AI & RAG

This workflow is perfect for marketing agencies, SEO consultants, and growth specialists who need to scale personalized outreach without spending hours on manual research.

Google Sheets, HTTP Request, OpenAI
AI & RAG

This workflow automates end-to-end social media publishing powered by Late API. It generates text content with Google Gemini, creates branded visuals with Kie.ai, uploads media to Late, and publishes

HTTP Request
AI & RAG

Content marketers and SEO specialists who need to generate multiple SEO-optimized articles targeting keyword variations. Ideal for affiliate sites, niche blogs, or service-based businesses creating lo

Agent, Memory Buffer Window, OpenAI Chat +7
AI & RAG

The Shopify AI Product Description Factory is a production-grade n8n workflow that converts product images and metadata into refined, SEO-aware descriptions—fully automated and region-agnostic. It ble

Memory Buffer Window, Output Parser Structured, OpenAI +7
AI & RAG

Turn a simple email workflow into a LinkedIn content machine. Generate post ideas, draft full posts, and auto-publish to LinkedIn all controlled by replying to emails.

Agent, Google Gemini Chat, Gmail +3
AI & RAG

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

Agent, OpenAI Chat, OpenAI +8
AI & RAG

Author: Jadai Kongolo

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

This advanced automation template allows marketing teams, content creators, and branding specialists to automatically generate and publish high-quality, visually captivating branded short videos acros

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

Most blogs publish words. This system publishes experiences.

OpenAI Chat, HTTP Request, Output Parser Structured +7
AI & RAG

This workflow transforms WhatsApp into a powerful personal AI using n8n + Green-API. Send text or voice messages — the assistant understands intent and handles daily tasks automatically. 💰 Expense & i

Tool Calculator, Google Sheets Tool, OpenAI Chat +10
AI & RAG

This workflow transforms natural language queries into research reports through a five-stage AI pipeline. When triggered via webhook (typically from Google Sheets using the companion [](https://gist.g

Redis, Agent, Output Parser Structured +7
AI & RAG

This template is for clinics, hospitals, care teams, and telemedicine providers who need a structured, automated system for post-surgery follow-up. It helps reduce manual workload while ensuring every

Google Sheets, Telegram, Telegram Trigger +7
AI & RAG

Generate personalized sales leads, ready-to-send, HTML-formatted emails, and send them automatically. This workflow is ideal for sales professionals, marketers, and business development teams aiming t

HTTP Request, Agent, Output Parser Structured +4
AI & RAG

This workflow automates end-to-end marketing campaign management for digital marketing teams and agencies executing multi-channel strategies. It solves the complex challenge of coordinating personaliz

Agent, Anthropic Chat, Output Parser Structured +3
AI & RAG

This workflow monitors filesystem sync and backup jobs by validating their execution logs, not by running or inspecting the jobs themselves.

Google Cloud Storage, Gmail, GitHub +2
AI & RAG

This workflow delivers a complete, enterprise-grade Gmail automation system designed for high-volume teams. It classifies incoming emails, applies labels, generates AI-powered responses, and routes me

Gmail, OpenAI, Telegram +3
AI & RAG

kisisel asistan. Uses toolWorkflow, toolHttpRequest, toolCalculator, toolThink. Scheduled trigger; 43 nodes.

Tool Workflow, Tool Http Request, Tool Calculator +15
AI & RAG

WhatsApp → AlfaCRM Sales Funnel (Main, v2 Advanced). Uses httpRequest, openAi, agent, lmChatOpenAi. Webhook trigger; 43 nodes.

HTTP Request, OpenAI, Agent +2
AI & RAG

A Slack bot that reviews any n8n workflow on demand. Mention it or DM it a workflow URL and it replies in-thread with a graded review, plain-English overview, and findings tiered as Must Fix, Should F

Slack Trigger, Slack, n8n +5
AI & RAG

YouTube Automation Pipeline - Notion + Gemini + CometAPI + JSON2Video. Uses notion, httpRequest, googleDrive, writeBinaryFile. Scheduled trigger; 43 nodes.

Notion, HTTP Request, Google Drive +3
AI & RAG

Master Agent - Orchestrator. Uses httpRequest, telegram, telegramTrigger. Scheduled trigger; 43 nodes.

HTTP Request, Telegram, Telegram Trigger
AI & RAG

💥 Create viral Ads with NanoBanana & Seedance, publish on socials via upload-post - version II - vide. Uses telegram, telegramTrigger, googleDrive, agent. Event-driven trigger; 43 nodes.

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

57-Curriculo-Extraido-Pdf-Padronizado. Uses lmChatOpenAi, outputParserAutofixing, outputParserStructured, telegramTrigger. Event-driven trigger; 43 nodes.

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

This workflow monitors Gmail for unread emails from a specific sender, classifies attached documents with Google Gemini, then extracts and validates structured data for bills of lading, invoices, and

Gmail Trigger, Google Gemini, HTTP Request +4
AI & RAG

Customer Service v4 - Raja Cutting Laser Human Fixed CRM Context. Uses postgres, httpRequest, agent, lmChatOpenRouter. Webhook trigger; 43 nodes.

Postgres, HTTP Request, Agent +2
AI & RAG

This workflow receives a blog request via webhook, researches the topic with Tavily, generates a long-form HTML article using Google Gemini, creates two images via the kie.ai API, stores assets in Goo

Agent, @Tavily/N8N Nodes Tavily, Google Gemini Chat +6
AI & RAG

WAHA LID AND HOLD. Uses @devlikeapro/n8n-nodes-waha, httpRequest, dataTable, agent. Event-driven trigger; 43 nodes.

@Devlikeapro/N8N Nodes Waha, HTTP Request, Data Table +6
AI & RAG

2-[Agente-Abogado]-RAG. Uses lmChatOpenAi, documentDefaultDataLoader, embeddingsOpenAi, googleDrive. Event-driven trigger; 43 nodes.

OpenAI Chat, Document Default Data Loader, OpenAI Embeddings +11
AI & RAG

[Agente-Abogado]-RAG. Uses lmChatOpenAi, documentDefaultDataLoader, embeddingsOpenAi, googleDrive. Event-driven trigger; 43 nodes.

OpenAI Chat, Document Default Data Loader, OpenAI Embeddings +11
AI & RAG

Recup_CV. Uses httpRequest, agent, lmChatOpenAi, stopAndError. Webhook trigger; 43 nodes.

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

generación_publicaciones (workflow 1) webhook all platforms publicar git. Uses httpRequest, dataTable, lmChatOpenAi, chainLlm. Webhook trigger; 43 nodes.

HTTP Request, Data Table, OpenAI Chat +1
AI & RAG

Survey Insights With Qdrant, Python And Information Extractor. Uses embeddingsOpenAi, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, googleSheets. Event-driven trigger; 42 node

OpenAI Embeddings, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +6
AI & RAG

Breakdown Documents Into Study Notes Using Templating Mistralai And Qdrant. Uses localFileTrigger, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, embeddingsMistralCloud. Event-

Local File Trigger, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +9
AI & RAG

Splitout Code. Uses embeddingsOpenAi, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, googleSheets. Event-driven trigger; 42 nodes.

OpenAI Embeddings, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +6
AI & RAG

Localfile Wait. Uses localFileTrigger, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, embeddingsMistralCloud. Event-driven trigger; 42 nodes.

Local File Trigger, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +9
AI & RAG

Airtable AI Agent. Uses lmChatOpenAi, agent, toolWorkflow, toolCode. Chat trigger; 42 nodes.

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

Ultimate Agentic RAG AI Agent Template. Uses lmChatOpenAi, documentDefaultDataLoader, embeddingsOpenAi, stickyNote. Event-driven trigger; 42 nodes.

OpenAI Chat, Document Default Data Loader, OpenAI Embeddings +10
AI & RAG

Super Assistants - [MCP Servers]. Uses slackTool, mcpTrigger, airtableTool, googleCalendarTool. Event-driven trigger; 42 nodes.

Slack Tool, Mcp Trigger, Airtable Tool +3
AI & RAG

The Recap AI - Short Form News Script Generator. Uses httpRequest, s3, chainLlm, slack. Scheduled trigger; 42 nodes.

HTTP Request, S3, Chain Llm +3
AI & RAG

Workflow 2339. Uses localFileTrigger, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, embeddingsMistralCloud. Event-driven trigger; 42 nodes.

Local File Trigger, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +9
AI & RAG

Clone_Viral_TikToks_with_AI_Avatars___Auto_Post_to_9_Platforms_using_Perplexity___Blotato. Uses httpRequest, telegramTrigger, openAi, googleSheets. Event-driven trigger; 42 nodes.

HTTP Request, Telegram Trigger, OpenAI +2
AI & RAG

1-Clone_Viral_TikToks_with_AI_Avatars___Auto_Post_to_9_Platforms_using_Perplexity___Blotato. Uses httpRequest, telegramTrigger, openAi, googleSheets. Event-driven trigger; 42 nodes.

HTTP Request, Telegram Trigger, OpenAI +2
AI & RAG

1-Clone_Viral_TikToks_with_AI_Avatars___Auto_Post_to_9_Platforms_using_Perplexity___Blotato. Uses httpRequest, telegramTrigger, openAi, googleSheets. Event-driven trigger; 42 nodes.

HTTP Request, Telegram Trigger, OpenAI +2
AI & RAG

This workflow transforms hours of manual video editing into an automated AI-powered pipeline. Perfect for anyone looking to repurpose long-form content into viral short-form clips.

Form Trigger, Execute Workflow Trigger, Gmail +3
AI & RAG

> ⚠️ Disclaimer: This workflow uses Community Nodes and must be run on a self-hosted instance of n8n.

HTTP Request, Telegram Trigger, Telegram +2
AI & RAG

This workflow streamlines academic paper development through a multi-agent AI architecture that collects references, drafts individual sections autonomously, compiles the manuscript, and exports a pro

Form Trigger, HTTP Request, Anthropic Chat +4
AI & RAG

This n8n workflow takes in a document such as a research paper, marketing or sales deck or company filings, and breaks them down into 3 templates: study guide, briefing doc and timeline.

Local File Trigger, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +9

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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.