GetDIYAI.com - DIY AI Builder Agent

The GetDIYAI.com DIY AI Builder Agent helps users select AI templates, configure models, and deploy custom AI solutions without requiring deep machine learning expertise.

Overview

This agent specializes in democratizing AI development, enabling non-experts to build and deploy AI applications through guided workflows and pre-built templates.

Key Capabilities

Template Selection

• Browse curated AI application templates
• Match templates to use cases and requirements
• Customize templates with no-code configuration
• Preview template capabilities and examples

Model Configuration

• Select pre-trained models for specific tasks
• Configure model parameters with guided wizards
• Fine-tune models on custom data (no-code)
• Test and validate model performance

No-Code Deployment

• Deploy AI apps with one-click deployment
• Generate API endpoints automatically
• Create embeddable widgets and components
• Monitor usage and performance

Example Tools

browse_templates

Browse available AI application templates.

Code
 
{
  "name": "browse_templates",
  "description": "Browse and search AI application templates by category or use case",
  "inputSchema": {
    "type": "object",
    "properties": {
      "category": {
        "type": "string",
        "enum": [
          "chatbot",
          "image_generation",
          "text_analysis",
          "recommendation",
          "prediction",
          "automation"
        ],
        "description": "Template category"
      },
      "use_case": {
        "type": "string",
        "description": "Specific use case (e.g., 'customer support chatbot')"
      },
      "complexity": {
        "type": "string",
        "enum": ["beginner", "intermediate", "advanced"],
        "description": "Desired complexity level"
      },
      "filters": {
        "type": "object",
        "properties": {
          "industry": { "type": "string" },
          "deployment_target": { "type": "string" },
          "pricing_tier": { "type": "string" }
        }
      }
    }
  }
}

create_ai_workflow

Create a new AI workflow from a template.

Code
 
{
  "name": "create_ai_workflow",
  "description": "Create a new AI workflow using a template",
  "inputSchema": {
    "type": "object",
    "properties": {
      "template_id": {
        "type": "string",
        "description": "Template to use"
      },
      "workflow_name": {
        "type": "string",
        "description": "Name for the AI workflow"
      },
      "configuration": {
        "type": "object",
        "properties": {
          "model": {
            "type": "string",
            "description": "AI model to use"
          },
          "custom_data": {
            "type": "string",
            "description": "Path to custom training data (optional)"
          },
          "parameters": {
            "type": "object",
            "description": "Model-specific parameters"
          }
        }
      },
      "branding": {
        "type": "object",
        "properties": {
          "logo": { "type": "string" },
          "primary_color": { "type": "string" },
          "workflow_description": { "type": "string" }
        }
      }
    },
    "required": ["template_id", "workflow_name"]
  }
}

configure_model

Configure an AI model with guided wizard.

Code
 
{
  "name": "configure_model",
  "description": "Configure AI model parameters using a no-code wizard",
  "inputSchema": {
    "type": "object",
    "properties": {
      "workflow_id": {
        "type": "string",
        "description": "AI workflow to configure"
      },
      "task_type": {
        "type": "string",
        "enum": ["text_generation", "classification", "qa", "summarization", "translation"],
        "description": "AI task type"
      },
      "model_preference": {
        "type": "string",
        "enum": ["fastest", "most_accurate", "balanced", "cheapest"],
        "default": "balanced"
      },
      "fine_tune": {
        "type": "object",
        "properties": {
          "enabled": { "type": "boolean" },
          "training_data": { "type": "string" },
          "epochs": { "type": "integer" }
        }
      },
      "behavior": {
        "type": "object",
        "properties": {
          "temperature": { "type": "number" },
          "max_length": { "type": "integer" },
          "system_prompt": { "type": "string" }
        }
      }
    },
    "required": ["workflow_id", "task_type"]
  }
}

deploy_ai_workflow

Deploy an AI workflow with one click.

Code
 
{
  "name": "deploy_ai_workflow",
  "description": "Deploy AI workflow as an application with automatic API and widget generation",
  "inputSchema": {
    "type": "object",
    "properties": {
      "workflow_id": {
        "type": "string",
        "description": "AI workflow to deploy"
      },
      "deployment_target": {
        "type": "string",
        "enum": ["cloud", "on_premise", "edge"],
        "default": "cloud"
      },
      "generate_api": {
        "type": "boolean",
        "default": true,
        "description": "Generate REST API endpoint"
      },
      "generate_widget": {
        "type": "boolean",
        "default": false,
        "description": "Generate embeddable widget code"
      },
      "scaling": {
        "type": "object",
        "properties": {
          "auto_scale": { "type": "boolean" },
          "min_instances": { "type": "integer" },
          "max_instances": { "type": "integer" }
        }
      },
      "custom_domain": {
        "type": "string",
        "description": "Optional custom domain"
      }
    },
    "required": ["workflow_id"]
  }
}

Available Resources

• Template Library: Hundreds of pre-built AI workflow templates
• Model Catalog: Curated models for different tasks (text, image, data processing)
• Component Library: Pre-built AI components for drag-and-drop workflows
• Training Datasets: Sample datasets for fine-tuning
• Deployment Guides: Step-by-step deployment instructions
• Learning Hub: Interactive tutorials and video courses

Connection Details

Code
 
# MCP Server URL (Placeholder)
mcp://builder.getdiyai.com

# Server Name
getdiyai-builder

# Required Environment Variables
GETDIYAI_API_KEY=your-api-key

Example Prompts

Code
 
Show me chatbot templates for customer support, beginner-friendly, suitable for e-commerce
    businesses.

Use Cases

• Chatbot Creation: Build customer support chatbots without coding
• Image Analysis: Create image classification and object detection solutions
• Text Analysis: Build sentiment analyzers for social media monitoring
• Document Processing: Extract data from invoices, receipts, and forms
• Recommendations: Create product recommendation systems
• Email Automation: Build intelligent email responders and classifiers
• Lead Scoring: Automate sales lead qualification and routing

Next Steps

Related Agents

• BrightPath.ai - Advanced model orchestration
• BrightForest.ai - MLOps and deployment
• IHeartAI.ai - AI learning and tutorials