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This workflow demonstrates a simple Retrieval-Augmented Generation (RAG) pipeline in n8n, split into two main sections:
🔹 Part 1: Load Data into Vector Store
Reads files from disk (or Google Drive ...
This template streamlines your AI Avatar Video Automation workflow by connecting Google sheets for Voice Text & AI Avatar Video Link storage, using HTTP Nodes for connecting Heygen API & AI Avatar/Voi ...
Real-time Weather Forecasts with MCP Tools
This n8n workflow demonstrates how to integrate real-time weather intelligence into any automation using the Model Context Protocol (MCP). Get current condi ...
This workflow performs basic XOR-based encryption and decryption using a custom password. It is intended to be triggered by another workflow and processes structured input in JSON format.
Input Struc ...
🚀 What the “Agent Builder” template does
Need to turn a one-line chat request into a fully-wired n8n workflow template—complete with AI agents, RAG, and web-search super-powers—without lif ...
This workflow implements a Retrieval-Augmented Generation (RAG) system that:
Stores vectorized documents in Qdrant,
Retrieves relevant content based on user input,
Generates AI answers using Google ...
The Ultimate AI Recruiting Solution for Finding Perfect Candidates with GPT-4o
Are you tired of manually sifting through hundreds of LinkedIn profiles to find the right talent? Say goodbye to ineffi ...
Automated GitHub Scanner for Exposed AWS IAM Keys
Overview
This n8n workflow automatically scans GitHub for exposed AWS IAM access keys associated with your AWS account, helping security teams quick ...
Who is this for?
Marketers, lead generation agencies, freelancers, consultants, and sales teams who need to collect business leads from Google Maps.
Small business owners looking to build targeted lo ...
🛒 Google Maps Business Phone Number Scraper Using Bright Data API & Google Sheets Integration
This template requires a self-hosted n8n instance to run.
An automated workflow that extracts busines ...
This workflow transforms product images into professional marketing visuals by combining AI background generation, intelligent copywriting, and automated design templating. Upload a product photo, des ...
Setup Time
5-10 minutes
Problem
🚨 LinkedIn search is BROKEN. Personalized cold-emailing takes hours!
I waste hours on LinkedIn manually filtering profiles, reading summaries, hoping they’d r ...
This n8n template demonstrates one approach to achieve a more natural and less frustration conversations with AI agents by reducing interrupts by predicting the end of user utterances.
When we text o ...
This n8n template runs daily to track and report on any changes made to workflows on any n8n instance.
Useful if a team is working within a single instance and you want to be notified of what workfl ...
AI Database Assistant with Smart Query's & PostgreSQL Integration
Description:
🚀 Transform Your Database into an Intelligent AI Assistant
This workflow creates a smart database assistant that s ...
This template shows how to use the Question and Answer tool to save costs in RAG use cases.
Who is this for?
This template is for everyone who wants to start giving knowledge to their Agents through ...
This template quickly shows how to use RAG in n8n.
Who is this for?
This template is for everyone who wants to start giving knowledge to their Agents through RAG.
Requirements
Have a PDF with custom ...
📞AI-Powered Cold Calling Automation with Vapi.ai, GPT-4o & Google Sheets
Overview
Transform your lead list into an AI-powered calling machine. This workflow automates your entire cold calling pro ...
Monitor & Archive Keyword Tweets to Airtable
📌 Overview
Automatically searches Twitter for any keyword/topic (person, brand, hashtag), filters duplicates, and stores new tweets in Airtable with ri ...
🤖 GitHub Auto-Assign Bot
Streamline your open source project with intelligent issue assignment automation.
✨ What It Does
Automatically assigns GitHub issues to contributors who comment "assign ...