objectstack/packages/spec/json-schema/ai/AITask.json at 8ae3d928f9c95dd320e89d8629a52085fc3d2d73 · objectstack-ai/objectstack · GitHub

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{
  "$ref": "#/definitions/AITask",
  "definitions": {
    "AITask": {
      "type": "object",
      "properties": {
        "id": {
          "type": "string",
          "description": "Optional task ID for referencing"
        },
        "name": {
          "type": "string",
          "description": "Human-readable task name"
        },
        "type": {
          "type": "string",
          "enum": [
            "classify",
            "extract",
            "summarize",
            "generate",
            "predict",
            "translate",
            "sentiment",
            "entity_recognition",
            "anomaly_detection",
            "recommendation"
          ]
        },
        "model": {
          "type": "string",
          "description": "Model ID from registry (uses default if not specified)"
        },
        "promptTemplate": {
          "type": "string",
          "description": "Prompt template ID for this task"
        },
        "inputFields": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "description": "Source fields to process (e.g., [\"description\", \"comments\"])"
        },
        "inputContext": {
          "type": "object",
          "additionalProperties": {},
          "description": "Additional context for the AI model"
        },
        "outputField": {
          "type": "string",
          "description": "Target field to store the result"
        },
        "outputFormat": {
          "type": "string",
          "enum": [
            "text",
            "json",
            "number",
            "boolean",
            "array"
          ],
          "default": "text"
        },
        "classes": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "description": "Valid classes for classification tasks"
        },
        "multiClass": {
          "type": "boolean",
          "default": false,
          "description": "Allow multiple classes to be selected"
        },
        "extractionSchema": {
          "type": "object",
          "additionalProperties": {},
          "description": "JSON schema for structured extraction"
        },
        "maxLength": {
          "type": "number",
          "description": "Maximum length for generated content"
        },
        "temperature": {
          "type": "number",
          "minimum": 0,
          "maximum": 2,
          "description": "Model temperature override"
        },
        "fallbackValue": {
          "description": "Fallback value if AI task fails"
        },
        "retryAttempts": {
          "type": "integer",
          "minimum": 0,
          "maximum": 5,
          "default": 1
        },
        "condition": {
          "type": "string",
          "description": "Formula condition - task only runs if TRUE"
        },
        "description": {
          "type": "string"
        },
        "active": {
          "type": "boolean",
          "default": true
        }
      },
      "required": [
        "name",
        "type",
        "inputFields",
        "outputField"
      ],
      "additionalProperties": false
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}