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Prompt AI

Sends prompts to AI for content generation and processing.

Overview​

The Prompt AI node uses AI to generate or transform content based on your prompts. Use it to:

  • Generate text content
  • Summarize data
  • Extract information
  • Transform content
  • Answer questions about data

Parameters​

ParameterDescriptionRequired
PromptInstructions for the AIYes

Prompt​

Write instructions telling the AI what to do. Use expressions to include item data:

Summarize this customer feedback: {{$item.data.feedback}}
Generate a product description for:
Name: {{$item.data.productName}}
Features: {{$item.data.features}}
Target audience: {{$item.data.audience}}

Output​

The AI response is returned in the data field:

{
  "data": "Generated content from AI..."
}

Examples​

Content Summarization​

Summarize long text:

Prompt:

Summarize the following article in 2-3 sentences:

{{$item.data.articleText}}

Data Extraction​

Extract specific information:

Prompt:

Extract the following from this email:
- Sender name
- Main request
- Urgency level (high/medium/low)

Email:
{{$item.data.emailBody}}

Return as JSON.

Content Generation​

Generate marketing copy:

Prompt:

Write a compelling product description for:

Product: {{$item.data.name}}
Category: {{$item.data.category}}
Key Features: {{$item.data.features}}
Price: {{$item.data.price}}

Keep it under 100 words and highlight the main benefits.

Classification​

Categorize items:

Prompt:

Classify this customer inquiry into one of these categories:
- Billing
- Technical Support
- Sales
- General

Inquiry: {{$item.data.message}}

Return only the category name.

Translation​

Translate content:

Prompt:

Translate the following text to Spanish:

{{$item.data.text}}

Data Cleaning​

Standardize data:

Prompt:

Standardize this company name to its official form.
Remove suffixes like Inc., LLC, Corp.
Fix common misspellings.

Input: {{$item.data.companyName}}

Return only the standardized name.

Prompt Tips​

Be Specific​

Give clear, detailed instructions:

// Good
Summarize in exactly 3 bullet points, focusing on key findings.

// Vague
Summarize this.

Provide Context​

Include relevant background:

You are analyzing customer support tickets for an e-commerce company.
Classify the following ticket...

Specify Output Format​

Request structured output:

Return the result as JSON with these fields:
- category: string
- confidence: number (0-1)
- reasoning: string

Use Examples​

Show what you want:

Extract the date from the text. Examples:
"Meeting on Jan 5th" → "2024-01-05"
"Due by next Friday" → "[next Friday's date]"

Text: {{$item.data.text}}

Tips​

  • Keep prompts focused and specific
  • Use expressions to inject item data
  • Request structured output (JSON) for easier downstream processing
  • Test prompts with sample data before processing large batches
  • Consider rate limits when processing many items
  • Use Edit Item to extract fields from AI responses