n8n AI Agent工作流2026：一下午搭好销售或客服自动化
你的AI需要动手——发邮件、更新CRM、发Slack——不只是聊天。n8n把LLM接进真实业务系统，无需代码。
n8n: Workflow Automation With Native AI Agents
n8n (198,957 GitHub stars, fair-code license - free for self-hosting) is the workflow automation platform that has become the default glue for AI agents in 2026. It has 400+ integrations (Gmail, Slack, Notion, CRMs, databases, HTTP) plus native AI nodes - so an agent can read an email, decide a response with an LLM, update the CRM, and notify Slack, all in one visual workflow.
The AI Agent Node
n8n's AI Agent node is a small loop: it takes a prompt + tools, calls an LLM (OpenAI, Anthropic, Gemini, or local via Ollama), and lets the model decide which tools to call - each integration becomes a tool the agent can invoke. This turns n8n from a trigger-and-transform engine into a decision engine. A lead-qualification agent can search the CRM, check pricing, draft an email, and log the interaction - the classic demo that sells teams on it.
A Realistic First Workflow
- Trigger: New form submission (or new Gmail message).
- Process: AI Agent node with instructions and access to a CRM tool + email tool.
- Branch: If the LLM classifies the lead as hot, notify Slack and create a task; otherwise file it.
- Log: Write the outcome to a Google Sheet for review.
That is an afternoon of work and it replaces a process that previously involved three people and a shared inbox.
Self-Hosting Reality
n8n runs in Docker on a small VPS (2GB RAM is enough for light use). The free community edition is full-featured for single-team use; paid plans add SSO, LDAP, and priority support. For AI-heavy workflows, budget for the LLM calls - n8n itself is cheap, the tokens are the recurring cost.
FAQ
Is n8n free? Yes for self-hosting (fair-code); cloud has free and paid tiers.
Do I need to code? No - workflows are visual; code nodes exist for the edge cases.
Can it use local LLMs? Yes - Ollama and any OpenAI-compatible endpoint work as the agent's brain.
n8n vs Zapier vs Make? n8n is the open-source, self-hostable choice with native AI agent support; Zapier/Make are hosted SaaS with their own AI features.
