{
  "$schema": "https://raw.githubusercontent.com/ards-project/ard-spec/main/spec/schemas/ai-catalog.schema.json",
  "specVersion": "1.0",
  "host": {
    "displayName": "NeuraForge",
    "identifier": "ai.neuraforge",
    "documentationUrl": "https://ais-pre-ajr3mtrgrkhuutcaqpajrt-303099483165.asia-southeast1.run.app/",
    "logoUrl": "https://ais-pre-ajr3mtrgrkhuutcaqpajrt-303099483165.asia-southeast1.run.app/apple-touch-icon.png"
  },
  "entries": [
    {
      "identifier": "neuraforge-ml-visualizer",
      "displayName": "NeuraForge Interactive Machine Learning Lab & Visualizer",
      "type": "application/json",
      "data": {
        "description": "Visual exploration of machine learning decision boundaries, hyperplanes, loss landscapes, and neural topologies.",
        "capabilities": [
          "interactive-decision-boundaries",
          "polynomial-kernels",
          "loss-surfaces",
          "confusion-matrices"
        ],
        "endpoints": {
          "webInterface": "https://ais-pre-ajr3mtrgrkhuutcaqpajrt-303099483165.asia-southeast1.run.app/?view=lab",
          "curriculum": "https://ais-pre-ajr3mtrgrkhuutcaqpajrt-303099483165.asia-southeast1.run.app/?view=course",
          "certification": "https://ais-pre-ajr3mtrgrkhuutcaqpajrt-303099483165.asia-southeast1.run.app/?view=certificate"
        }
      },
      "representativeQueries": [
        "Learn machine learning decision boundaries",
        "Interactive machine learning visualizer",
        "Neural network loss landscape exploration"
      ]
    },
    {
      "identifier": "neuraforge-ai-tutor",
      "displayName": "NeuraForge Socratic AI ML Tutor",
      "type": "application/json",
      "data": {
        "description": "Server-side Gemini powered Socratic tutor explaining ML algorithms, gradient descent mathematics, and backpropagation.",
        "endpoints": {
          "tutorApi": "https://ais-pre-ajr3mtrgrkhuutcaqpajrt-303099483165.asia-southeast1.run.app/api/tutor",
          "health": "https://ais-pre-ajr3mtrgrkhuutcaqpajrt-303099483165.asia-southeast1.run.app/api/health"
        }
      },
      "representativeQueries": [
        "Ask machine learning concepts",
        "Explain backpropagation math",
        "Understand gradient descent"
      ]
    }
  ]
}