AutomationFlows › AI & RAG

AI & RAG workflows.

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

⚠️ Note: All sensitive credentials should be set via n8n Credentials or environment variables. Do not hardcode API keys in nodes.

Google Sheets, HTTP Request, Google Drive +4
AI & RAG

How it works Automates systematic literature review by downloading papers from Google Drive, extracting text, and evaluating them against strict inclusion/exclusion criteria using LLM agents Routes in

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

Turn a single topic into a published Instagram Carousel in minutes.

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

This workflow converts handwritten memo images sent via LINE into structured, searchable knowledge using AI.Users simply send a handwritten memo photo. The workflow automatically performs OCR, summari

HTTP Request, Google Drive, Chain Llm +2
AI & RAG

The HR Job Posting and Evaluation with AI workflow is designed to streamline and enhance recruitment for technical roles, such as Automation Specialists. By automating key stages in the hiring process

Form Trigger, Airtable, Google Drive +8
AI & RAG

This workflow enables users to interact with a PostgreSQL database using natural language. It translates text inputs into SQL queries, retrieves the corresponding data, and generates visualizations us

Memory Buffer Window, Read Write File, Chat Trigger +4
AI & RAG

This can be one way to help reduce the amount of manual work in managing the issue backlog for busy teams with little effort. This template contains 2 separate flows which run continuously via schedul

OpenAI Embeddings, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +5
AI & RAG

Social-media managers and brands that want to keep their Instagram accounts active by automatically liking fresh posts under selected hashtags—hands-free and rate-limited. Schedule Trigger runs every

PhantomBuster, Microsoft SharePoint, Agent +1
AI & RAG

This workflow allows granular control over the access to tools connected to AI Agents (including Multi-Agent setups) using Role Based Access Control.

Memory Buffer Window, OpenAI Chat, Telegram Trigger +9
AI & RAG

This workflow is built for professionals and teams who want to scale their B2B outreach with context-rich, personalized communication. It automates the full prospect research process — from pulling le

OpenAI Chat, Chain Llm, Output Parser Structured +3
AI & RAG

> Optimize your AI workflows, cut costs, and get faster, more accurate answers.

Model Selector, Output Parser Structured, Google Gemini Chat +6
AI & RAG

This n8n workflow generates 20-second faceless videos for social media by combining AI-generated images, audio, and video clips for a given tour destination.

Google Sheets, OpenAI Chat, Agent +3
AI & RAG

Multi-functional Discord Bot with Llama AI, Image Generation, and Knowledge Base Integration 🤖🎨🧠

Memory Buffer Window, Discord, N8N Trigger +5
AI & RAG

A sophisticated n8n workflow that transforms your email management with AI-powered classification, automatic responses, and intelligent organization.

Output Parser Autofixing, Output Parser Structured, Gmail Trigger +5
AI & RAG

Multi-modal AI Image Generator powered by Google's Nano Banana (Gemini 2.5 Flash Image)* - the latest state-of-the-art image generation model Accepts text, images, voice messages, and PDFs via Telegra

OpenAI, HTTP Request, Telegram +5
AI & RAG

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

Telegram Trigger, HTTP Request, Agent +9
AI & RAG

This workflow automates Facebook posting and appointment booking directly from a Telegram bot, making it especially useful for pet grooming businesses that want to keep their social media active while

Google Sheets, OpenAI Chat, Output Parser Structured +12
AI & RAG

The closest definition to this workflow is a cheaper Modular Version of Perplexity online API empowered by LLM models that outperform the Perplexity Lama Model. This flow provides a seamless way to co

Google Gemini Chat, Output Parser Autofixing, Output Parser Structured +2
AI & RAG

This workflow empowers you to automatically process PDF documents, intelligently identify or generate a hierarchical Table of Contents (ToC), and then segment the entire document's content based on th

Google Gemini Chat, Output Parser Structured, Output Parser Autofixing +6
AI & RAG

This workflow is designed for professionals and teams seeking to scale their B2B research with comprehensive company intelligence. It automates the full prospect analysis process — from extracting con

Hunter, HTTP Request, Airtop +6
AI & RAG

This workflow generates deep researched report in markdown format and saves it in Google Sheet, that I then use for generating blogs for my website - Architjn Blogs User submits a search topic through

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

Streamline your recruitment process with AI-powered resume analysis that goes beyond keyword matching.

Form Trigger, Google Drive, Google Gemini Chat +7
AI & RAG

Video runthrough

Google Drive, Output Parser Structured, HTTP Request +3
AI & RAG

This n8n workflow template creates an intelligent stock technical analysis system that delivers professional-grade trading signals directly to your Telegram. Designed for retail traders, investors, an

HTTP Request, Output Parser Structured, Memory Buffer Window +4
AI & RAG

Scheduled triggers initiate automated contract reviews. The system fetches documents from cloud storage and email, then uses AI to extract key terms, obligations, and compliance requirements. Multi-mo

Gmail Trigger, HTTP Request, Text Splitter Recursive Character Text Splitter +8
AI & RAG

This workflow automates personalized customer journeys by analyzing CRM data, purchase history, chat interactions, and performance metrics to intelligently route customer actions through multiple chan

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

This n8n workflow automates Kubernetes root cause analysis (RCA) and incident alerting by integrating with Loki, Prometheus, and Slack. It streamlines log collection, cluster health monitoring, and AI

HTTP Request, Ssh
AI & RAG

Recruiters, B2B marketers, and thought-leadership builders who want to boost their LinkedIn engagement by automatically liking fresh, relevant posts—while staying under LinkedIn’s daily limits. Schedu

Microsoft SharePoint, PhantomBuster, OpenAI Chat +1
AI & RAG

Ingest meeting webhooks, process transcript, classify the meeting, generate structured notes with AI Agent, file the transcript to Google Drive, write rich pages to Notion, and create assigned tasks.

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

Automatically detects missed Zoom demos booked via Calendly and triggers AI-powered follow-up sequences.

HTTP Request, OpenAI, Email Send +3
AI & RAG

💸 HOW IT WORKS — AI TELEGRAM EXPENSE TRACKER

Telegram Trigger, OpenAI, Google Sheets +1
AI & RAG

Send a target niche and location via Telegram message Workflow discovers businesses via Google Maps API AI enriches contacts with email and LinkedIn data via Serper GPT-4o scores and qualifies each le

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

This workflow is a complete AI-powered customer support automation for e-commerce businesses.

Qdrant Vector Store, HTTP Request, Google Drive +12
AI & RAG

This workflow automates semiconductor board-level reliability monitoring using AI agents. It targets reliability engineers, manufacturing teams, and quality analysts. The system collects capacity, his

Google Sheets, Agent, OpenAI Chat +10
AI & RAG

veo limpo new. Uses moveBinaryData, httpRequest, chatTrigger, baserow. Webhook trigger; 36 nodes.

Move Binary Data, HTTP Request, Chat Trigger +8
AI & RAG

AI-Driven Handbook Generator with Multi-Agent Orchestration (Pyragogy AI Village). Uses start, postgres, openAi, emailSend. Webhook trigger; 36 nodes.

Start, Postgres, OpenAI +3
AI & RAG

My workflow 5. Uses informationExtractor, lmChatAzureOpenAi, outputParserStructured, mcpClientTool. Webhook trigger; 36 nodes.

Information Extractor, Lm Chat Azure Open Ai, Output Parser Structured +5
AI & RAG

Pyragogy AI Village - Orchestrazione Master (Architettura Profonda V2). Uses start, postgres, openAi, emailSend. Webhook trigger; 36 nodes.

Start, Postgres, OpenAI +4
AI & RAG

2374. Uses hackerNews, vectorStoreQdrant, embeddingsOpenAi, documentDefaultDataLoader. Event-driven trigger; 36 nodes.

Hacker News, Qdrant Vector Store, OpenAI Embeddings +7
AI & RAG

WORDPRESS AUTO POST OPENAI V3. Uses googleSheets, agent, wordpress, lmChatOpenAi. Event-driven trigger; 36 nodes.

Google Sheets, Agent, WordPress +1
AI & RAG

JD 데이터분석. Uses httpRequest, googleSheets, n8n-nodes-openai-analytics, readWriteFile. Event-driven trigger; 36 nodes.

HTTP Request, Google Sheets, N8N Nodes Openai Analytics +1
AI & RAG

Pyragogy AI Village - Orchestrazione Master (Architettura Profonda V2). Uses start, postgres, openAi, emailSend. Webhook trigger; 36 nodes.

Start, Postgres, OpenAI +4
AI & RAG

This workflow uses webhooks, Jina AI website scraping, Anthropic-powered agents, and the Google Gemini API to generate consulting proposal options from a company URL, then drafts a structured 11-secti

HTTP Request, Anthropic
AI & RAG

Powertech Whatsapp. Uses whatsAppTrigger, whatsApp, httpRequest, googleGemini. Event-driven trigger; 36 nodes.

WhatsApp Trigger, WhatsApp, HTTP Request +8
AI & RAG

AI-Driven Handbook Generator with Multi-Agent Orchestration (Pyragogy AI Village). Uses start, postgres, openAi, emailSend. Webhook trigger; 36 nodes.

Start, Postgres, OpenAI +3
AI & RAG

Agent:Tools:Anthropic. Uses executeWorkflowTrigger, toolWorkflow, outputParserStructured, agent. Event-driven trigger; 36 nodes.

Execute Workflow Trigger, Tool Workflow, Output Parser Structured +5
AI & RAG

Agente de Agendamento YT (V.2). Uses googleSheets, n8n-nodes-evolution-api, openAi, redis. Webhook trigger; 36 nodes.

Google Sheets, N8N Nodes Evolution Api, OpenAI +10
AI & RAG

HR Job Posting and Evaluation with AI. Uses formTrigger, airtable, googleDrive, agent. Event-driven trigger; 36 nodes.

Form Trigger, Airtable, Google Drive +8
AI & RAG

ClaudeHumanizer - Chapter Loop (Sonnet 4.5). Uses readFile, anthropic. Webhook trigger; 36 nodes.

Read File, Anthropic
AI & RAG

LeadInboxTriageBot_GT. Uses gmailTrigger, openAi, googleSheets, gmail. Event-driven trigger; 36 nodes.

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

This workflow ingests educational PDF URLs from Google Sheets, extracts and chunks their text, generates embeddings with Google Gemini, and stores them in a Supabase pgvector table for retrieval, whil

Google Sheets, HTTP Request, Supabase Vector Store +7
AI & RAG

This workflow reads a gold/silver/oil portfolio from Google Sheets, pulls current commodity prices and a recent gold trend from GoldAPI, EIA, and Twelve Data, calculates allocation and HHI concentrati

Google Gemini, Gmail, Google Sheets +1
AI & RAG

This workflow runs monthly to query KPI data from Google BigQuery, generates a narrative with Anthropic Claude, fills a Google Docs report template, exports it as a PDF, archives it to OneDrive, email

Google BigQuery, Chain Llm, Anthropic Chat +5
AI & RAG

This workflow receives a post idea via Telegram, uses OpenAI (GPT-4o mini) to generate platform-specific copy plus image/video prompts, creates media through AtlasCloud (GPT Image 2 and Seedance 2.0),

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

Automate Customer Support Issue Resolution using AI Text Classifier. Uses lmChatOpenAi, jira, outputParserStructured, slack. Scheduled trigger; 36 nodes.

OpenAI Chat, Jira, Output Parser Structured +8
AI & RAG

AI Phone Agent with RetellAI. Uses telegram, googleCalendar, httpRequest, googleDrive. Webhook trigger; 36 nodes.

Telegram, Google Calendar, HTTP Request +1
AI & RAG

analise de comentarios. Uses hackerNews, vectorStoreQdrant, embeddingsOpenAi, documentDefaultDataLoader. Event-driven trigger; 36 nodes.

Hacker News, Qdrant Vector Store, OpenAI Embeddings +7
AI & RAG

Atendimento. Uses redis, httpRequest, openAi, lmChatOpenAi. Webhook trigger; 36 nodes.

Redis, HTTP Request, OpenAI +4
AI & RAG

bloggenerator. Uses googleSheets, toolHttpRequest, outputParserStructured, agent. Webhook trigger; 36 nodes.

Google Sheets, Tool Http Request, Output Parser Structured +4
AI & RAG

This workflow pulls the transcript and participant list from a recent Zoom meeting, uses OpenAI to generate formal meeting minutes, emails the summary via SMTP, and runs an AI agent that creates Click

Memory Buffer Window, Execute Workflow Trigger, WooCommerce +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. 9700 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.