{
  "generated_at": "2026-04-06T10:41:02.528045",
  "embedding_model": "qwen3-0.6B-emb:latest",
  "index_name": "avap-docs-test-v4",
  "result": {
    "status": "ok",
    "questions_evaluated": 5,
    "elapsed_seconds": 69.0,
    "judge_model": "claude-sonnet-4-20250514",
    "index": "avap-docs-test-v4",
    "category_filter": "all",
    "scores": {
      "faithfulness": 0.7141,
      "answer_relevancy": 0.8949,
      "context_recall": 0.755,
      "context_precision": 0.6578
    },
    "global_score": 0.7554,
    "verdict": "ACCEPTABLE",
    "details": [
      {
        "id": "GD-001",
        "category": "RETRIEVAL",
        "question": "What is AVAP and what is it designed for?",
        "answer_preview": "AVAP (Advanced Virtual API Programming) is a proprietary language that is specifically designed to facilitate the orchestration of secure, concurrent, and deterministic microservices and I/O operations. It is not intended as a general-purpose programming language but rather as a domain-specific lang",
        "n_chunks": 5
      },
      {
        "id": "GD-002",
        "category": "RETRIEVAL",
        "question": "How does AVAP handle conditional logic? What commands are used and how are blocks closed?",
        "answer_preview": "AVAP handles conditional logic using two modes of invocation:\n\n1. **Modo 1 (Comparación Structurada):** `if(variable, value, comparison)`. This mode evaluates a comparison between the variable and value using an operator enclosed in double quotes (`\"==\"`, `\"!=\"`, etc.). The first two arguments must ",
        "n_chunks": 5
      },
      {
        "id": "GD-003",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that reads a 'password' parameter, generates a SHA-256 hash of it, and returns the hash.",
        "answer_preview": "```avap\naddParam(password, pass_nueva)\npass_antigua = \"password\"\nif(pass_nueva, pass_antigua, \"!=\")\n    addVar(cambio, \"Contraseña actualizada\")\nend()\naddResult(cambio)\n\n// Generate SHA-256 hash of the password parameter\naddResult(encodeSHA256(password, \"hash\"))\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-004",
        "category": "CODE_GENERATION",
        "question": "Show an AVAP script that loops from 1 to 5, builds a JSON object with each iteration index as a key, and returns it.",
        "answer_preview": "```avap\nstartLoop(i, 1, 5)\n    item = \"item_%s\" % i\n    AddVariableToJSON(item, 'valor_generado', mi_json)\nendLoop()\nreturn(mi_json)\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-005",
        "category": "RETRIEVAL",
        "question": "How does AVAP support external HTTP calls? What commands are available and how is timeout handled?",
        "answer_preview": "AVAP supports external HTTP calls through the `RequestPost` and `RequestGet` commands. These commands allow for making POST and GET requests, respectively.\n\nTimeout handling in AVAP involves a parameter called `timeout`. If this parameter exceeds its set value, the destination variable receives `Non",
        "n_chunks": 5
      }
    ]
  }
}