Скачать или смотреть Stop Manual Work. Start Automating.

Automate your workflow with AI (no heavy coding). In this video, we build a real end-to-end pipeline in n8n: Google Sheets → OpenAI → Final Ideas → Slack/Discord → optional 11Labs voiceover. You’ll also see how to self-host n8n on a low-cost VPS in minutes—and why “graph thinking” (nodes + edges) is the secret behind LangGraph and modern AI apps.

Vote for the next deep dive: LangGraph or LangChain? Comment below—most votes wins!

What you’ll learn

Graphs 101: nodes, edges, and dependencies (DSA → real-world)
The LangGraph mindset for LLM apps
n8n basics: triggers, nodes, credentials, testing
Build a Sheets → OpenAI → Slack/Discord flow (plus 11Labs voiceover)
Self-host vs Cloud (“WordPress model” pricing), costs, and setup
Ideas to automate email triage, briefs, meeting notes, and more
Chapters
0:00 Intro + Hook
0:40 Graphs 101 (nodes & edges)
2:00 LangGraph mindset
3:05 Meet n8n (visual workflows, open source)
4:15 Build: Google Sheets → OpenAI → Final Ideas
7:30 Notify on Slack/Discord + auto-assign editor
8:25 More automation ideas (email → Discord/Telegram)
9:35 Pricing: self-host vs cloud
10:25 Self-host n8n on a VPS (fast)
12:40 Build the flow in n8n (testing + tips)
14:30 Wrap-up + next video poll

Resources

n8n (open source): https://n8n.io
Docs (Docker/self-host): https://docs.n8n.io
LangGraph / LangChain: https://python.langchain.com/docs/lan...
OpenAI API: https://platform.openai.com
Anthropic (Claude): https://console.anthropic.com
Google Sheets: https://workspace.google.com/products...
Slack: https://slack.com | Discord: https://discord.com
11Labs TTS: https://elevenlabs.io
VPS (choose any provider you like)
Optional downloads

n8n workflow JSON (starter): [link]
Prompt templates (classify + clean ideas): [link]
Thumbnail prompts: [link]
Security tips

Store API keys in n8n credentials, not plain text
Turn on 2FA for Google, Slack, n8n admin
Don’t expose your n8n instance without HTTPS
FAQ

Do I need to code? Minimal. Most steps are drag‑and‑drop nodes.
Can I use Anthropic instead of OpenAI? Yes—swap the model node.
Can I run this on the same device as my other channel? Absolutely. Device location doesn’t limit your audience.
If this helped, subscribe for more practical AI and automation. Share a screenshot of your build and tag me on X/LinkedIn—I love seeing your projects.

Hashtags
#AI #Automation #n8n #LangGraph #LangChain #OpenSource #NoCode #YouTubeAutomation #GoogleSheets #OpenAI