AutomationFlows › AI & RAG

AI & RAG workflows.

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

An AI-powered sales agent on WhatsApp that handles product inquiries using your Supabase knowledge base and n8n catalog. Customers can send text, voice notes, or images to ask about products, pricing,

OpenAI Embeddings, Supabase Vector Store, Text Splitter Recursive Character Text Splitter +11
AI & RAG

A fully automated Telegram-based personal finance tracker that: Accepts receipts as images, PDFs, or plain text Uses Google Gemini Vision for OCR & intelligent extraction Logs every expense into Googl

Telegram Trigger, Agent, Google Gemini Chat +8
AI & RAG

This workflow automates the creation and publishing of animated videos based on ideas listed in a Google Sheet. It processes one idea at a time, generating text prompts, images, animations, sound effe

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

This powerful n8n workflow deploys a sophisticated, multi-talented AI chatbot designed to streamline your e-commerce and customer support operations. The AI assistant can intelligently understand user

Shopify Tool, Chat Trigger, Agent +7
AI & RAG

An extendable RAG template to build powerful, explainable AI assistants — with query understanding, semantic metadata, and support for free-tier tools like Gemini, Gemma and Supabase.

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

This powerful n8n workflow automatically converts product images into professional User-Generated Content (UGC) videos using cutting-edge AI technologies including Gemini 2.5 Flash, Claude 4 Sonnet, a

HTTP Request, Telegram Trigger, Telegram +4
AI & RAG

This workflow combines website chatbot intelligence with automated document ingestion and vectorization — enabling live Q&A from both chat input and processed Google Drive files. It uses Mistral AI fo

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

🚀 Create Pro-Level Social Media Carousels & Auto-Publish with Blotato Who is this for?

Google Sheets, Jina Ai, HTTP Request +4
AI & RAG

This Chatbot automates the process of discovering job openings and generating tailored job application emails.

Chat Trigger, OpenAI Chat, Mcp Client Tool +12
AI & RAG

This workflow implements a policy-driven LLM orchestration system that dynamically routes AI tasks to different language models based on task complexity, policies, and performance constraints.

Agent, Postgres, Anthropic Chat +1
AI & RAG

QA Engineers, SDETs, and automation enthusiasts who want to stay updated with the latest testing news without manually monitoring multiple blogs and communities.

RSS Feed Read, OpenAI, Google Gemini +1
AI & RAG

This n8n template shows how anyone can build a simple newsletter-like subscription service where users can enrol themselves to receive messages/content on a regular basis. It uses n8n forms for data c

Airtable, Gmail, Execute Workflow Trigger +8
AI & RAG

This workflow automates the creation and publishing of LinkedIn posts with AI-generated content and human approval via Slack, using Google Sheets, OpenAI (GPT-4), Slack Interactive Messages, and the L

Output Parser Structured, OpenAI Chat, Google Sheets Trigger +4
AI & RAG

This n8n workflow automates email management by classifying incoming messages, drafting replies, and sending alerts—all powered by AI.

Sentiment Analysis, Lm Chat Azure Open Ai, Gmail +6
AI & RAG

Monitor a Google Drive folder, process each image based on the prompt defined in and save the new image to the specified output Google Drive folder. Maintain a processing log in Google Sheets.

Google Drive Trigger, Google Drive, HTTP Request +2
AI & RAG

This n8n workflow leverages the power of AI and automation to streamline Pipedrive's CRM operations using natural language commands. It allows you to interact with your Deals, Leads, Persons, and Orga

Telegram Trigger, Agent, Memory Buffer Window +5
AI & RAG

This n8n workflow automates support ticket handling with AI-driven classification, response generation, and safety checks. Responses are based solely on your Mintlify documentation, ensuring accuracy,

Agent, OpenRouter Chat, HTTP Request
AI & RAG

Transform database design from weeks to minutes with this intelligent multi-agent system. Perfect for agencies, consultancies, and SaaS companies offering database architecture as a lead magnet or ser

Anthropic Chat, Agent, Form +2
AI & RAG

> This n8n template builds Stacey, an AI assistant that runs inside Telegram. Stacey listens to your messages, understands what you want using AI, and intelligently routes commands to MCP-connected

Tool Workflow, Tool Http Request, Telegram +11
AI & RAG

This workflow allows you to generate riddle-themed vertical videos (9:16), render them using Creatomate, and upload them directly to YouTube — all automatically. It's optimized for low-cost operation

Anthropic Chat, OpenAI Embeddings, Document Default Data Loader +7
AI & RAG

This n8n workflow processes user feedback automatically, tags it with sentiment, and links it to relevant insights in Notion. It uses GPT-4 to analyze each feedback entry, determine whether it corresp

Notion, Notion Tool, Output Parser Structured +6
AI & RAG

[](https://drive.google.com/file/d/1Cl0KwgRgcuBPVdGgL-nqAcheyvfVXttD/view) Click on the image to see the Example output in google drive

HTTP Request, Stop And Error, OpenAI +3
AI & RAG

The aim of the Invoice Data Automation workflow is to streamline invoice processing by extracting, validating, and storing invoice details automatically. It uses AI to read invoices (from images/PDFs)

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

Ideal for businesses that receive frequent inquiries about products or services and want to automate responses, freeing up time to focus on core operations. Polls your inbox for new incoming emails Cl

OpenAI Embeddings, Microsoft Outlook Trigger, OpenAI +11
AI & RAG

This template connects Wix Chat with OpenAI via n8n to automate intelligent customer responses on your website only when no human has responded recently. It uses smart throttling, checks for member vs

HTTP Request, Email Send Tool, Agent +3
AI & RAG

This n8n automation workflow is designed for customer support teams, business owners, or service providers who want to automate customer interactions on WhatsApp.

Tool Think, N8N Nodes Rapiwa, Agent +6
AI & RAG

This n8n template lets you automatically build and maintain an AI-ready knowledge base from Outlook emails and Notion pages. It stores both sources in a Pinecone vector database so your AI agent can r

Microsoft Outlook Trigger, Microsoft Outlook, Pinecone Vector Store +9
AI & RAG

This n8n workflow is designed for businesses, customer support teams, and page administrators who want to automate their Facebook Messenger responses while maintaining the ability to escalate to human

Agent, Tool Think, HTTP Request Tool +5
AI & RAG

Click here to access this Workflow for free.

HTTP Request, Pinecone Vector Store, OpenAI Embeddings +2
AI & RAG

This workflow introduces an AI + Human-in-the-Loop pipeline for employee timesheet management. It combines the power of Google Drive, AI (OCR + LLM), and Gmail with a human review step to ensure accur

Spreadsheet File, Lm Chat Mistral Cloud, Google Drive +3
AI & RAG

Track and query your expenses effortlessly through Telegram using voice or text messages. This AI-powered workflow transcribes voice input via AssemblyAI, processes transactions with a GPT-4.1 mini ag

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

This n8n workflow automates the process of collecting, storing, and summarizing customer reviews from the Apple App Store for multiple apps. It fetches daily reviews, stores them in a Pinecone vector

Jwt, HTTP Request, Pinecone Vector Store +5
AI & RAG

Access your Razorpay insights instantly from Telegram—no dashboard, filters, or manual queries needed. Simply send messages like “show my payments”, “list recent orders”, or “check refunds”, and the b

@Razorpay/N8N Nodes Razorpay, Agent, Telegram +2
AI & RAG

This template is perfect for content creators, marketers, solopreneurs, agencies, and social media strategists who want to understand what audiences are talking about online. It helps teams quickly tu

Form Trigger, HTTP Request, Twitter +3
AI & RAG

Automates daily learner engagement monitoring, progress analysis, and personalized feedback delivery for training programs. Target audience: learning and development teams, corporate training managers

HTTP Request, Agent, Output Parser Structured +2
AI & RAG

Perfect for marketing teams, agencies, solopreneurs, and e-commerce brands who need fast, professional-quality ad creatives — without hiring designers or using Canva. This workflow automates image gen

Form Trigger, Google Gemini, Telegram
AI & RAG

Staying up to date with fast-moving topics like AI, machine learning, or your specific industry can be overwhelming. You either drown in daily noise or miss important developments between weekly diges

HTTP Request, Data Table, OpenAI Chat +5
AI & RAG

This workflow automates the entire Calendly onboarding and offboarding process for company users. It relies on form submissions, Google Sheets as a source of truth, AI-generated HR emails, man-in-the-

OpenAI Chat, Google Sheets, Form Trigger +4
AI & RAG

Use case: link on your profile to not only show off you AI workflow skills but also to provide an interactive chatbot about your work history for prospective employers.

Chat Trigger, Agent, OpenAI Chat +5
AI & RAG

This workflow provides a complete testing rig for evaluating text against seven essential AI guardrails used in production systems. It helps you detect jailbreak attempts, PII exposure, NSFW content,

Guardrails, Google Gemini Chat, Google Sheets
AI & RAG

Automatically analyze incoming lead replies from Google Sheets using Azure OpenAI GPT-4, classify their intent (Demo Request, Pricing, Objection, etc.), and create actionable follow-up tasks in ClickU

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

This workflow automatically turns any audio file uploaded to Google Drive into a complete podcast episode. It handles transcription, content generation, blog drafting, social copy creation, thumbnail

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

This workflow turns your sales calls + intake form into a polished, send-ready proposal. It pulls the latest call transcript from Fireflies, generates structured proposal content with Azure OpenAI, bu

Form Trigger, Chain Llm, Lm Chat Azure Open Ai +5
AI & RAG

🧾 Short Description

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

Transform your customer support with this intelligent Gmail-based automation system that combines AI analysis, vector knowledge bases, and smart escalation workflows. This comprehensive solution autom

Gmail, Agent, Google Sheets +10
AI & RAG

This workflow automates comprehensive risk signal detection and regulatory compliance management across financial and claims data sources. Designed for risk management teams, compliance officers, and

HTTP Request, Agent, OpenAI Chat +5
AI & RAG

Streamline customer support with a real-time, AI-powered answer engine that detects incoming support emails, classifies intent, identifies the customer’s GEO region, and generates a tailored reply rea

Slack, Gmail Trigger, OpenAI Chat +5
AI & RAG

Automatically analyze your full sports performance evolution using your Strava activities, enriched with AI insights and delivered directly to your email — all powered by your own n8n instance.

Google Sheets, OpenAI, Stop And Error +3
AI & RAG

This n8n workflow is designed for Shopify store owners and e-commerce managers who want to automate their store operations through an intelligent AI assistant. The workflow creates a conversational in

Shopify Tool, Discord, Telegram +10
AI & RAG

Self-Hosted

N8N Nodes Tallyforms, Chain Llm, HTTP Request +4
AI & RAG

It SSHs into your server, collects 30+ system and container metrics, analyzes trends with AI, and delivers a structured multi-embed dashboard to Discord -- plus real-time critical alerts when things g

Ssh, Google Sheets, Chain Llm +2
AI & RAG

Transform your Gmail sent folder into a comprehensive, enriched contact database automatically. This workflow processes hundreds or thousands of sent emails, extracting and enriching contact informati

HTTP Request, @Brave/N8N Nodes Brave Search, Gmail +3
AI & RAG

This workflow automates cybersecurity incident detection and response for security operations centers (SOCs) managing constant threat landscapes. Designed for security analysts, IT operations teams, a

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

This workflow automates legislative compliance analysis by coordinating multiple specialized OpenAI agents to interpret regulatory documents, evaluate organizational impact, and manage stakeholder com

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

This workflow automates comprehensive data validation and regulatory compliance reporting through intelligent AI-driven analysis. Designed for compliance officers, data governance teams, and regulator

Agent, Agent Tool, Anthropic Chat +5
AI & RAG

This workflow automates platform trust and safety operations by deploying a multi-agent AI system that detects abuse signals, investigates behaviour, scores risk, checks policy compliance, and enforce

Agent, OpenAI Chat, Output Parser Structured +5
AI & RAG

Automatically compare AI-generated email drafts against what your support team actually sent, learn from the differences, and improve future drafts over time — without any model fine-tuning.

Postgres, Gmail, Agent +3
AI & RAG

This workflow automates end-to-end legal contract review and compliance governance for legal teams, contract managers, and risk officers. It solves the problem of manually reviewing uploaded contracts

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

Harness real-time news, multi-source sentiment scoring, and geopolitical risk intelligence to manage your forex portfolio smarter — all automated inside n8n.

HTTP Request, Chain Llm, Discord +1
AI & RAG

Listens for completed Fireflies transcripts, qualifies whether a proposal is needed using OpenAI, drafts structured proposal content, populates a Google Doc template, converts to PDF, and sends it to

HTTP Request, OpenAI, Google Drive +3

60 of 8371 workflows on page 23 of 140 · Browse all →

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.