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I’ve just completed an AI automation project using n8n, and I’m excited to share it.
This project is a Telegram-based Personal AI Assistant that finds leads, reasearches,emails,books appointments , and sends me an email and a telegram message built with N8N workflows and an AI agent system that can orchestrate multiple specialized sub-agents.
The main Telegram AI agent can trigger different workflows such as:
Email automation agent
Google Calendar scheduling agent
Research agent
Leads generation agent
Instead of one monolithic AI, I designed a modular multi-agent system where each workflow handles a specific task and can be called dynamically by the main agent.
Tech stack & tools used:
n8n (workflow automation & orchestration)
Telegram Messenger Bot API
Ollama(local LLM)
SerpApi(web search)
Wikipedia API
The Hacker News API
Google sheets integration
Firecrawl(web scraping)
This project helped me better understand real-world AI agent orchestration, API integrations, and how to build scalable automation systems using n8n.
Still improving it, but this is a strong step toward building practical AI-powered automation tools.
hashtag#Automation hashtag#Ai hashtag#n8n hashtag#SoftwareEngineering hashtag#Google hashtag#AI hashtag#LLM hashtag#Telegram