n8n Agents

This talk demonstrates how to build low-code automation agents using n8n, showcasing practical applications of one of the leading open-source tools.

n8n AGENTS

Overview

n8n is platform that allows people to build Agents in a “low-code” manner.

Links

https://github.com/n8n-io/n8n
TypeScript workflow automation platform integrates visual building, custom code, and native AI.

Tech stack

n8n

n8n (pronounced 'n-eight-n') is the fair-code workflow automation platform: it gives technical teams the power of custom code (JavaScript/Python) via a visual, node-based editor.

This is n8n: a powerful, self-hosted workflow automation platform designed for developers and technical teams. It uniquely blends the speed of a no-code UI with the flexibility of custom code, allowing users to build complex, multi-step automations that other tools cannot handle. With 400+ integrations and native AI capabilities, n8n ensures you maintain full control over your data and deployment (on-prem or cloud). For example, you can build a workflow to automatically pull data from a private API, transform it with a custom Python script, and push the results to both Salesforce and a Slack channel, all from a single visual canvas.

https://n8n.io/

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AGENTS

Autonomous software entities using large language models to reason, select tools, and execute complex workflows independently.

Agents shift the focus from conversation to execution: they use frameworks like LangGraph or CrewAI to break down complex objectives into actionable tasks. These systems leverage external tools (Tavily for search, GitHub for code, or Salesforce for CRM) to operate across digital environments. Current benchmarks show agents can automate up to 80% of routine knowledge work by managing their own reasoning loops. These entities deliver finished outputs (validated data, resolved tickets, or deployed software) with minimal human intervention.

https://www.langchain.com/agents

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