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Common Node Types

What These Are: The building blocks of your workflows. Each node type does a specific job in your automation pipeline. Important: You configure these visually in Agent Studio - the JSON examples below are just to show you what gets generated.

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1. Input Node - Define Parameters

What It Does: Defines what data your workflow needs to run (like function parameters). When You Use It: Every workflow needs this to define what data comes in. Example Use Cases: Customer message, file upload, user preferences, priority level 
{
  "name": "user_input",
  "function": "inputs",
  "params": {
    "keys": {
      "customer_message": "string",    // What the customer wrote
      "priority": "string",            // urgent, normal, low  
      "customer_email": "string"       // For follow-up
    }
  }
}
How to Configure: In Agent Studio, drag an “Input” node, then define each input field you need.

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2. AI Agent Node - Process with AI

What It Does: Sends data to your AI agent for processing (analysis, generation, decision-making). When You Use It: When you need AI to understand, analyze, or generate content from your data. Example Use Cases: Sentiment analysis, content generation, data extraction, classification 
{
  "name": "ai_processor",
  "function": "agent",
  "params": {
    "config": {
      "agent_id": "your_agent_id",        // Which AI agent to use
      "api_key": "your_agent_key"         // Authentication
    },
    "query": {"depends": "user_input"}     // Gets data from input node
  }
}
How to Configure: In Agent Studio, drag “Agent” node, select your AI agent, it automatically connects to previous nodes. What You Get Back: AI agent’s response/analysis that you can use in subsequent nodes.

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3. API Call Node - External Integration

What It Does: Calls your existing systems (CRM, databases, notification services, etc.). When You Use It: When you need to update external systems or get data from them. Example Use Cases: Update Salesforce, send Slack notifications, query databases, call webhooks 
{
  "name": "update_crm", 
  "function": "api",
  "params": {
    "config": {
      "url": "https://your-crm.com/api/tickets",
      "method": "POST",                     // GET, POST, PUT, DELETE
      "headers": {"Authorization": "Bearer token"}
    },
    "BODY_data": {"depends": "ai_processor"} // Sends AI agent's output
  }
}
How to Configure: In Agent Studio, drag “API” node, enter URL and method, map data from previous nodes. Enterprise Power: This is how you integrate workflows with ALL your existing systems.

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4. Conditional Node - Smart Routing

What It Does: Uses AI to make decisions about where the workflow should go next. When You Use It: When you need intelligent branching based on content, not just simple if/then rules. Example Use Cases: Route based on sentiment, escalate high-priority issues, approve/reject based on AI analysis 
{
  "name": "quality_check",
  "function": "gpt_conditional", 
  "params": {
    "openai_api_key": "sk-...",
    "condition": "confidence > 0.8",         // AI evaluates this condition
    "context": {"depends": "ai_processor"},   // Data for AI to analyze
    "true": "auto_approve",                   // Node to go to if true
    "false": "human_review"                   // Node to go to if false  
  }
}
How to Configure: In Agent Studio, drag “Conditional” node, set your condition, connect true/false paths to different nodes. Why This Is Powerful: AI makes nuanced decisions that simple if/then rules can’t handle.