ATON FORMAT

{
  "documents": [
    {
      "document_id": "doc_2024_001",
      "filename": "Q4_Report.pdf",
      "status": "processed",
      "total_pages": 87,
      "file_size_bytes": 2458624,
      "processing_time_ms": 3450,
      "confidence_score": 0.978,
      "language": "en",
      "document_type": "financial",
      "classification": "confidential",
      "compliance_tags": ["SOX", "GDPR"],
      "embeddings_generated": true,
      "embedding_model": "ada-002"
    }
  ],
  "chunks": [
    {
      "chunk_id": "ch_001",
      "document_id": "doc_2024_001",
      "page_number": 1,
      "content": "Q4 revenue $145.7M...",
      "confidence_score": 0.982,
      "entities": ["revenue", "growth"],
      "created_at": "2024-11-15T09:35:22Z"
    }
    /* ... 49 more chunks */
  ]
}

@schema[doc_id:str, filename:str, pages:int, 
        size:int, process_ms:int, confidence:float]
@defaults[status:"processed", language:"en", 
          embeddings:true, model:"ada-002"]

documents(1):
  doc_2024_001, "Q4_Report.pdf", 87, 2458624,
    3450, 0.978, "financial", "confidential",
    ["SOX","GDPR"]

@schema[chunk_id:str, doc_ref:ref, page:int,
        content:str, confidence:float, 
        entities:arr, created:datetime]

chunks(50):
  ch_001, ->documents[doc_2024_001], 1,
    "Q4 revenue $145.7M...", 0.982,
    ["revenue","growth"],
    2024-11-15T09:35:22Z
  /* ... 49 more rows */

{
  "agents": [
    {
      "agent_id": "rag_001",
      "name": "Document Retriever",
      "type": "retrieval",
      "status": "active",
      "current_task_id": "task_045",
      "completed_today": 847,
      "success_rate": 0.982,
      "avg_latency_ms": 234,
      "capabilities": [
        "search", "filter", "rank"
      ],
      "model_config": {
        "embedding": "ada-002",
        "top_k": 10
      },
      "resources": {
        "cpu_percent": 45,
        "memory_mb": 2048
      }
    }
    /* ... 9 more agents */
  ],
  "tasks": [
    {
      "task_id": "task_045",
      "type": "retrieval",
      "priority": "high",
      "status": "in_progress",
      "assigned_agent": "rag_001"
    }
    /* ... 29 more tasks */
  ]
}

@schema[id:str, name:str, type:str, 
        status:str, task:ref, completed:int,
        success:float, latency:int, caps:arr,
        config:obj, resources:obj]

agents(10):
  rag_001, "Document Retriever",
    "retrieval", active,
    ->tasks[task_045], 847, 0.982, 234,
    ["search","filter","rank"],
    {emb:"ada-002",top_k:10},
    {cpu:45,mem_mb:2048}
  /* ... 9 more rows */

@schema[id:str, type:str, priority:str,
        status:str, agent:ref]

tasks(30):
  task_045, "retrieval", high,
    in_progress, ->agents[rag_001]
  /* ... 29 more rows */

{
  "products": [
    {
      "product_id": "prod_001",
      "sku": "LPT-PRO-15",
      "name": "Pro Laptop 15\"",
      "brand": "TechPro",
      "category": "Electronics",
      "specifications": {
        "processor": "Intel i9",
        "ram": "32GB DDR5",
        "storage": "1TB SSD",
        "display": "15.6\" 4K"
      },
      "pricing": {
        "base_price": 2499.00,
        "current_price": 2199.00,
        "discount_percent": 12
      },
      "inventory": {
        "available": 47,
        "reserved": 12,
        "warehouse": "WH_001"
      }
    }
    /* ... 19 more products */
  ]
}

@schema[id:str, sku:str, name:str, 
        brand:str, category:str, specs:obj,
        pricing:obj, inventory:obj]

products(20):
  prod_001, "LPT-PRO-15",
    "Pro Laptop 15\"", "TechPro",
    "Electronics",
    {cpu:"i9",ram:"32GB DDR5",
     storage:"1TB",display:"15.6 4K"},
    {base:2499,current:2199,disc:0.12},
    {avail:47,reserved:12,wh:"WH_001"}
  /* ... 19 more rows */