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

Описание и применение

Десять простых рабочих процессов на n8n, использующих LLM, которые автоматизируют ключевые бизнес‑задачи, минимизируя ошибки и сохраняя контроль человека.

Задача

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

Результат

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

Рабочий процесс

• 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

Доказательства

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

Источник

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.

Источник

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

Источник