AutomationFlows › AI & RAG

AI & RAG workflows.

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

This n8n workflow equips your AI agent with long-term memory and a dynamic tools router, enabling it to provide intelligent, context-aware responses while managing tasks across multiple tools. By comb

Execute Workflow Trigger, Google Docs, Telegram +7
AI & RAG

This n8n template builds an automated daily news digest powered by Claude AI.

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

This workflow automates end-to-end carbon emissions monitoring, strategy optimisation, and ESG reporting using a multi-agent AI supervisor architecture in n8n. Designed for sustainability managers, ES

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

This n8n workflow demonstrates a simple multi-agent setup to perform the task of competitor research. It showcases how using the HTTP request tool could reduce the number of nodes needed to achieve a

OpenAI Chat, Tool Http Request, Output Parser Structured +3
AI & RAG

This workflow was presented at the AI Developers meet up in San Fransico on 24 July, 2024. Categorize incoming Gmail emails and assign custom Gmail labels. This example uses the Text Classifier node,

Slack, Text Splitter Recursive Character Text Splitter, OpenAI Embeddings +14
AI & RAG

In this experiment, we play with the idea of states we want our agent to be in which controls it's interacton with the user. First state* - the agent is onboarding the user by collecting their details

Telegram, Redis, OpenAI Chat +7
AI & RAG

This workflow automates the creation and publishing of multi-reading-level content for WordPress blogs. It leverages AI to generate optimized articles, automatically creates featured images, and provi

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

This n8n template streamlines the creation of high-quality, faceless videos, automating the entire process from scriptwriting to final video production. Leveraging AI tools like Leonardo AI and Creato

YouTube, HTTP Request, Agent +3
AI & RAG

AI Blog Publisher – Automated Blog Content Workflow This workflow is designed for individuals and teams who regularly publish content on their blog and want to automate the entire process from start t

WordPress, HTTP Request, Memory Buffer Window +9
AI & RAG

This workflow automates the entire process of creating short, cinematic, fact-based videos ready for social media. It takes a single concept, generates a script and visuals, creates video clips, adds

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

This workflow transforms a Google Drive folder into an intelligent, searchable knowledge base and provides a chat agent to query it. It’s composed of two distinct flows: An ingestion pipeline to proce

OpenAI Embeddings, OpenAI Chat, Tool Http Request +10
AI & RAG

This workflow is designed for content creators, agencies, influencers, and automation builders who want to transform viral videos into personalized avatar-based edits — and automatically publish them

Telegram Trigger, Telegram, HTTP Request +3
AI & RAG

This workflow automates end-to-end ESG (Environmental, Social, and Governance) sustainability reporting for enterprise sustainability teams, compliance officers, and green governance leads. It solves

Agent, OpenAI Chat, Output Parser Structured +12
AI & RAG

This workflow automates the process of creating high-quality articles using AI, organizing them in Google Drive, and tracking their progress in Google Sheets. It's perfect for marketers, bloggers, and

Google Drive, Form Trigger, Google Sheets +1
AI & RAG

This n8n workflow automates the creation of 9:16 aspect ratio images optimized for short-form video content and thumbnails. It integrates multiple tools to retrieve content, generate scripts, and crea

Airtable, OpenAI, HTTP Request +1
AI & RAG

This template automates the process of shortlisting job applicants using ERPNext, n8n, and AI-powered decision-making tools like Google Gemini and OpenAI. It reduces manual effort, ensures fast evalua

Erp Next, Google Gemini Chat, HTTP Request +3
AI & RAG

🧠 Who is this for? Startup founders designing creative growth strategies Marketing teams seeking low-cost, high-impact campaigns Consultants and agencies needing fast guerrilla plans Creators explorin

Chat Trigger, Agent, Memory Buffer Window +2
AI & RAG

This n8n workflow implements a version of the Adaptive Retrieval-Augmented Generation (RAG) framework. It recognizes that the best way to retrieve information often depends on the type of question ask

Agent, Chat Trigger, Google Gemini Chat +4
AI & RAG

This workflow template provides a robust solution for efficiently sending multiple prompts to Anthropic's Claude models in a single batch request and retrieving the results. It leverages the Anthropic

HTTP Request, Execute Workflow Trigger, Memory Buffer Window +2
AI & RAG

Overview

OpenAI, Google Sheets, Google Drive
AI & RAG

📺 Full walkthrough video: https://youtu.be/r5kN_la0O7I

Document Default Data Loader, OpenAI Embeddings, Google Drive +6
AI & RAG

It’s a fully structured automation built for people who actually need to stay informed without wasting time and with total control over what gets summarized. Receives messages via webhook from Evoluti

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

The Full Blogging Automation Journey This N8N workflow transforms a simple topic request into a fully published, SEO-optimized blog post through a seamless 7-phase process. Starting with your topic id

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

This workflow is perfect for app developers, SaaS founders, and mobile growth teams who need constant UGC-style video ads without hiring creators or agencies. If you're spending $500+ per creator and

HTTP Request, Google Drive
AI & RAG

The workflow runs every hour with a randomized delay of 5–20 minutes to help distribute load. It records the exact date and time a lead is emailed so you can track outreach. Follow-ups are automatical

Google Sheets, Agent, OpenAI Chat +5
AI & RAG

This is the core AI agent used for queryverify.com.

Chat Trigger, Memory Buffer Window, Postgres +4
AI & RAG

Social-media teams and influencers who want to grow engagement by automatically posting short, relevant comments on new Instagram posts under rotating hashtags—while staying under platform limits. Sch

OpenAI Chat, PhantomBuster, Agent +1
AI & RAG

This workflow turns the arXiv AI feed into a daily research assistant. Every morning it fetches the latest Artificial Intelligence papers from arXiv.org, deduplicates them, stores one page per paper i

HTTP Request, XML, Notion +2
AI & RAG

🎓 Undergraduate and graduate students or researchers in soft-science fields (psychology, sociology, economics, business) ⏱️ People who don’t have time to read full papers and need quick overviews 📊 An

Agent, Google Sheets, Output Parser Structured +5
AI & RAG

Categories: Business Automation, Content Creation, SEO, AI

Memory Buffer Window, Agent, n8n +6
AI & RAG

This n8n template transforms your daily meeting preparation by automatically researching attendees and generating comprehensive briefing documents. Every weekday morning, it analyzes your calendar eve

Google Calendar, Slack, Agent +7
AI & RAG

This workflow automates the entire process of receiving a product/service order, checking or creating a customer in Xero, generating an invoice, emailing it — all triggered by a form submission (via J

Xero, Agent, OpenAI Chat +2
AI & RAG

This workflow provides automated access to real-time Twitter/X content through intelligent scraping and AI processing. It keeps you at the cutting edge of breaking news, emerging trends, and industry

OpenRouter Chat, HTTP Request, Chain Llm +3
AI & RAG

B2B marketers, recruiters, and personal-brand builders who want to spark conversations on LinkedIn by automatically posting short, relevant comments on fresh industry content—while staying under daily

OpenAI Chat, PhantomBuster, Agent +1
AI & RAG

This workflow acts as an AI-powered "Viral Architect" for YouTube creators. Simply send a video topic (e.g., "Kling 2.6") to your Telegram bot, and it will scrape top-performing competitor thumbnails,

Output Parser Structured, N8N Nodes Browseract, OpenRouter Chat +6
AI & RAG

This workflow helps Customer Success Managers brain dump their client knowledge via voice notes and kickstart business review preparation by auto-generating a structured Google Slides draft in their o

Google Drive, Gmail, Telegram Trigger +7
AI & RAG

This workflow empowers app developers and community management teams by automating the generation and posting of responses to user reviews on the Google Play Store. Designed to streamline the engageme

Anthropic Chat, Output Parser Structured, Data Table +3
AI & RAG

Upload a construction photo via web form → get a detailed cost estimate with work breakdown, resource costs, and professional HTML report. Powered by GPT-4 Vision and the open-source DDC CWICR databas

Form Trigger, Chain Llm, OpenAI Chat +2
AI & RAG

Streamline M&A due diligence with AI. This n8n workflow automatically parses financial documents using LlamaIndex, embeds data into Pinecone, and generates comprehensive, AI-driven reports with GPT-5-

HTTP Request, Pinecone Vector Store, OpenAI Embeddings +6
AI & RAG

This workflow acts as an intelligent content engine. Simply send a link to your Telegram bot (e.g., a product page or news article), and it will automatically scrape the content, rewrite it into a hig

Google Gemini, Agent, OpenRouter Chat +7
AI & RAG

This workflow streamlines academic assessment through a multi-agent AI system that interprets rubrics, grades submissions, checks for plagiarism, performs quality moderation, generates feedback, and e

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

This workflow helps users find the most relevant n8n templates using AI.

HTTP Request, Qdrant Vector Store, Google Gemini Embeddings +5
AI & RAG

local_RAG. Uses documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, chatTrigger, memoryBufferWindow. Event-driven trigger; 39 nodes.

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

f1_bot_zoom. Uses stopAndError, httpRequest, emailSend, agent. Webhook trigger; 39 nodes.

Stop And Error, HTTP Request, Email Send +3
AI & RAG

LineBot-SYS2//Success. Uses agent, memoryBufferWindow, @aotoki/n8n-nodes-line-messaging, lmChatGoogleGemini. Event-driven trigger; 39 nodes.

Agent, Memory Buffer Window, @Aotoki/N8N Nodes Line Messaging +3
AI & RAG

Generate___Auto_Post_Social_Videos_to_Multiple_Platforms_with_GPT_4_and_Kling_AI. Uses telegramTrigger, agent, lmChatOpenAi, httpRequest. Event-driven trigger; 39 nodes.

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

agente wpp audio msg separada. Uses agent, lmChatOpenAi, n8n-nodes-evolution-api, toolThink. Webhook trigger; 39 nodes.

Agent, OpenAI Chat, N8N Nodes Evolution Api +6
AI & RAG

Agent IA Immobilier - Enrichissement Inventaire Propriété. Uses lmChatOpenAi, executeWorkflowTrigger, httpRequest, toolWorkflow. Event-driven trigger; 39 nodes.

OpenAI Chat, Execute Workflow Trigger, HTTP Request +7
AI & RAG

This workflow receives inbound lead messages from HighLevel (LeadConnector), pulls prior conversation history from Supabase/Postgres, uses OpenAI to generate a short reply, and updates HighLevel custo

HTTP Request, OpenAI Chat, Tool Http Request +3
AI & RAG

gitea-agent. Uses chatTrigger, agent, lmChatOpenAi, n8n-nodes-mcp. Chat trigger; 39 nodes.

Chat Trigger, Agent, OpenAI Chat +2
AI & RAG

BIG-AGENT-V3-PRO. Uses redis, supabase, httpRequest, agent. Webhook trigger; 39 nodes.

Redis, Supabase, HTTP Request +3
AI & RAG

RSSフィードから海外のテック記事を収集し、AIで選定・翻訳・要約する. Uses rssFeedRead, n8n-nodes-qdrant, vectorStoreQdrant, documentDefaultDataLoader. Webhook trigger; 39 nodes.

RSS Feed Read, N8N Nodes Qdrant, Qdrant Vector Store +9
AI & RAG

10-Generate___Auto_Post_Social_Videos_to_Multiple_Platforms_with_GPT_4_and_Kling_AI. Uses telegramTrigger, agent, lmChatOpenAi, httpRequest. Event-driven trigger; 39 nodes.

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

This workflow enriches leads from Google Sheets by finding and validating LinkedIn profile URLs with SerpAPI and Anthropic, then scraping matched profiles with Apify to extract a relevant company and

HTTP Request, Google Sheets, Anthropic
AI & RAG

Wait Splitout. Uses manualTrigger, embeddingsMistralCloud, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 38 nodes.

Embeddings Mistral Cloud, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +9
AI & RAG

Wait Splitout. Uses manualTrigger, embeddingsMistralCloud, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 38 nodes.

Embeddings Mistral Cloud, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +9
AI & RAG

mails2notion V2. Uses lmChatOpenAi, toolCalculator, outputParserStructured, gmail. Event-driven trigger; 38 nodes.

OpenAI Chat, Tool Calculator, Output Parser Structured +5
AI & RAG

Autonomous Ai Crawler. Uses toolWorkflow, lmChatOpenAi, outputParserStructured, manualTrigger. Event-driven trigger; 38 nodes.

Tool Workflow, OpenAI Chat, Output Parser Structured +3
AI & RAG

Deep Research Report Generation Using Open Router, Google Search, Webhook/Telegram and Notion. Uses telegramTrigger, memoryBufferWindow, outputParserStructured, agent. Event-driven trigger; 38 nodes.

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

💥AI Social Video Generator with GPT-4, Kling & Blotato —Auto-Post to Instagram, Facebook,, TikTok, Twitter & Pinterest - vide. Uses stickyNote, telegramTrigger, agent, lmChatOpenAi. Event-driven trigg

Telegram Trigger, Agent, OpenAI Chat +4

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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. 8371 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.