The Best RAG System On YouTube (Steal This!)
Learn how to create a powerful Retrieval-Augmented Generation (RAG) system using n8n, Supabase, and Postgres. This system automatically uploads documents to your vector database based on file type and seamlessly updates your records whenever changes are made to your files. Perfect for streamlining data management and enhancing your AI knowledge base.
📌 Join my free Skool community for access to the workflow seen in this video! 👇
https://www.skool.com/ai-automation-society/about
🌟 Join my paid Skool community if you want to go deeper with n8n and AI Automations👇
https://www.skool.com/ai-…
Watch on YouTube ↗
(saves to browser)
Chapters (9)
Intro
0:44
How This Works
3:00
Watching for Files Created
6:24
First Test
8:13
Watching for Updated Files
10:06
Second Test
12:05
Updated File Execution Walkthrough
15:55
Testing with PDF
16:50
Final Thoughts
Playlist
Uploads from Nate Herk | AI Automation · Nate Herk | AI Automation · 35 of 60
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
▶
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
How I Wish Someone Explained AI Agents To Me (as a beginner)
Nate Herk | AI Automation
How to Create an AI Email Agent with n8n (No Code, Step-by-Step Tutorial)
Nate Herk | AI Automation
How to Create an RAG Chatbot AI Agent with n8n (No Code, Step-by-Step Tutorial)
Nate Herk | AI Automation
Build your first NO CODE AI Agent in n8n (for beginners)
Nate Herk | AI Automation
*LIVE BUILD* Personalized Outreach AI Agent in n8n (No Code)
Nate Herk | AI Automation
*LIVE BUILD* Inbox Management AI Agent with n8n (NO CODE, Step-by-Step Tutorial)
Nate Herk | AI Automation
How to Build a Google Scraping AI Agent with n8n (Step By Step Tutorial)
Nate Herk | AI Automation
How to Build a Client Onboarding AI Agent with n8n (Step-by-Step Tutorial, No Code)
Nate Herk | AI Automation
I Built a Personal Assistant AI Agent with No Code in n8n
Nate Herk | AI Automation
Build a No-Code AI Chatbot (Step-by-Step Tutorial)
Nate Herk | AI Automation
I Built an AI Agent that Automated my Inbox with n8n (No Code)
Nate Herk | AI Automation
Step-By-Step: Add 100+ Files to Pinecone for RAG AI Agent with n8n
Nate Herk | AI Automation
n8n Masterclass: Build AI Agents & Automate Workflows (Beginner to Pro)
Nate Herk | AI Automation
Scrape Google for LinkedIn Profiles in Seconds with n8n
Nate Herk | AI Automation
Step By Step: Automating Lead Nurturing with No Code in n8n
Nate Herk | AI Automation
n8n AI Agent Masterclass | AI Nodes Made Simple
Nate Herk | AI Automation
AI Personal Assistant 2.0 | This Agent Calls Other Agents (No Code) in n8n
Nate Herk | AI Automation
The Best Way to Give AI Agents Tools in n8n
Nate Herk | AI Automation
I Scraped, Researched, and Created Outreach for 16,846 Leads using Godmode HQ
Nate Herk | AI Automation
AI Agent Prompting Masterclass: Beginner to Advanced
Nate Herk | AI Automation
How to Build an AI Slack Assistant in 5 Minutes (Chatbase)
Nate Herk | AI Automation
Step by Step: Scrape UNLIMITED Emails for FREE with n8n
Nate Herk | AI Automation
Chains vs AI Agents in n8n #artificialintelligence #shorts
Nate Herk | AI Automation
Step by Step: RAG AI Agents Got Even Better
Nate Herk | AI Automation
n8n vs Make.com #artificialintelligence #coding #agentgpt #techtok
Nate Herk | AI Automation
How to Build a Personal Assistant AI Agent in n8n (Step-by-Step, No Code)
Nate Herk | AI Automation
Personal Assistant AI Agent in n8n #n8n #coding #agentgpt #artificialintelligence
Nate Herk | AI Automation
Set up Google Credentials in n8n in 5 minutes (2025)
Nate Herk | AI Automation
5 n8n Tips You NEED to Know
Nate Herk | AI Automation
Build this Multi AI Agent System for Research and Content Creation in n8n
Nate Herk | AI Automation
Vector Database Optimization with n8n: Metadata, Text Splitting, & Embeddings
Nate Herk | AI Automation
Are you doing these things to optimize your Vector Database? #artificialintelligence #n8n
Nate Herk | AI Automation
This AI Agent Extracts Text From Images in n8n
Nate Herk | AI Automation
This Invoice Agent Analyzes Images in n8n #techtok #agentgpt #artificialintelligence #n8n
Nate Herk | AI Automation
The Best RAG System On YouTube (Steal This!)
Nate Herk | AI Automation
RAG System 2.0 | Effortless RAG in n8n #artificialintelligence #n8n #aiagent #RAG
Nate Herk | AI Automation
Understanding APIs in n8n (as a beginner)
Nate Herk | AI Automation
Understanding APIs in n8n #n8n #artificialintelligence #api
Nate Herk | AI Automation
How I Built an AI Agent to Automate my Emails in n8n (Step by Step, No Code)
Nate Herk | AI Automation
This AI Agent automates my customer support emails. #n8n #aiagent #artificialintelligence
Nate Herk | AI Automation
Everything I Learned About AI Agents in 2024 in 19 Minutes
Nate Herk | AI Automation
Build AI Agents for $0.014 with DeepSeek V3 in n8n
Nate Herk | AI Automation
Having an Actual Conversation with Data Using an ElevenLabs Voice Agent and n8n
Nate Herk | AI Automation
Having an ACTUAL conversation with my data using ElevenLabs Voice Agent #aiagent #elevenlabs
Nate Herk | AI Automation
ElevenLabs Voice Agents Are So Easy to Build (No Code!)
Nate Herk | AI Automation
How I'd Teach a 10 Year Old to Build AI Agents (No Code, n8n)
Nate Herk | AI Automation
How I Built A Technical Analyst AI Agent in n8n With No Code
Nate Herk | AI Automation
This AI Agent Analyzes Stock Indicators! #n8n #artificialintelligence #coding #agentgpt #techtok
Nate Herk | AI Automation
I Built a Team of Research Agents for Newsletter Automation in n8n (No Code)
Nate Herk | AI Automation
This Team of AI Research Agents Automated My Newsletters! #n8n #artificialintelligence #aiagent
Nate Herk | AI Automation
The Ultimate n8n Starter Kit (2025) (Free)
Nate Herk | AI Automation
Two Ways to Save 96% of Your Money Using DeepSeek R1 in n8n
Nate Herk | AI Automation
How to Actually Build Agents with DeepSeek R1 in n8n (Without OpenRouter)
Nate Herk | AI Automation
This Voice Agent Sends Emails for You #artificialintelligence #n8n #aiagent #coding #agentgpt
Nate Herk | AI Automation
Best Model for RAG? GPT-4o vs Claude 3.5 vs Gemini Flash 2.0 (n8n Experiment Results)
Nate Herk | AI Automation
How to Locally Host DeepSeek R1 for FREE in Under 10 Minutes in n8n
Nate Herk | AI Automation
OpenAI Fires Back at DeepSeek With a New Reasoning Model: o3-mini (n8n AI Agent)
Nate Herk | AI Automation
Run DeepSeek R1 Locally in Under a Minute #coding #artificialintelligence #n8n #deepseek
Nate Herk | AI Automation
I Built the Ultimate Team of AI Agents in n8n With No Code (Free Template)
Nate Herk | AI Automation
I Built the Ultimate Team of Agents in n8n #artificialintelligence #n8n #agentgpt #techtok #coding
Nate Herk | AI Automation
DeepCamp AI