10 LLM Agents Every Small Business Can Run on Self-Hosted n8n

说明与用途

十个使用LLM的n8n工作流，自动化关键业务任务，减少幻觉并保留人工监督。

问题

Small businesses need simple, reliable ways to leverage LLMs without complex agent frameworks.

结果

Ten reusable LLM‑powered n8n workflows that automate key business functions while minimizing hallucinations and keeping humans in the loop for outbound actions.

工作流

• Trigger via webhook or schedule
• Build prompt with strict system prompt and JSON output contract
• Call LLM via HTTP Request to /chat/completions with JSON mode and 3 retries
• Parse response with safe JSON.parse and fallback
• Act: send to Slack, Sheets, CRM, or webhook response

证据

Most useful "agents" for a small business are one structured call inside a workflow you already trust.

来源

Ask for JSON and say what to do when data is missing ("use null, never guess"). That one line removes most hallucinations in extraction tasks.

来源

Put humans on outbound actions. Draft, don't auto-send.

来源