Step-by-Step: Multi-Agent Workflow in n8n

Goal

Use multiple AI agents (e.g., Gemini and ChatGPT) to analyze the same input and cross-validate results for higher accuracy and reliability.


🛠️ Step 1: Create a New Workflow

  • Log in to n8n.io.
  • Click “Create Workflow”.
  • Name it something like Multi-Agent Validator.

📥 Step 2: Add a Trigger Node

  • Use a Form Trigger or Webhook Trigger to start the workflow.
  • Example: Upload a receipt, invoice, or PDF file.

🧠 Step 3: Add First AI Agent Node (Gemini)

  • Add a Google Gemini Node.
  • Configure:
    • Model: Gemini 2.5 Pro
    • Prompt"Extract structured data from this document."
    • Input: Connect to the uploaded file.

🧠 Step 4: Add Second AI Agent Node (ChatGPT)

  • Add an OpenAI Node.
  • Configure:
    • Model: GPT-4 or GPT-3.5
    • Prompt: Same or slightly different from Gemini’s.
    • Input: Same uploaded file.

🔍 Step 5: Add Comparison Node

  • Use a Function Node or Set Node to compare outputs from both agents.
  • Logic:
    • Highlight differences.
    • Flag inconsistencies.
    • Optionally, choose the more confident result.

📤 Step 6: Output or Store Results

  • Add a Google SheetsExcel, or Database Node.
  • Store:
    • Gemini result
    • ChatGPT result
    • Final validated result

🧪 Optional Enhancements

  • Add a third agent (e.g., Mistral or Claude) for deeper validation.
  • Use confidence scoring if supported by the model.
  • Add error handling and retry logic.



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