{
  "generated_at": "2026-04-06T10:41:59.556328",
  "embedding_model": "bge-m3:latest",
  "index_name": "avap-knowledge-v2-bge",
  "result": {
    "status": "ok",
    "questions_evaluated": 5,
    "elapsed_seconds": 57.0,
    "judge_model": "claude-sonnet-4-20250514",
    "index": "avap-knowledge-v2-bge",
    "category_filter": "all",
    "scores": {
      "faithfulness": 0.7032,
      "answer_relevancy": 0.8398,
      "context_recall": 0.5758,
      "context_precision": 0.6333
    },
    "global_score": 0.688,
    "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 an Advanced Virtual API Programming language that is Turing Complete. It is designed to be used in the orquestation of microservices and I/O operations, with a focus on security, concurrency, determinism, and efficient processing of HTTP transactions, data ",
        "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 the `if()` command, which can be invoked in two modes:\n\n1. **Mode 1 (Structured Comparison):** The syntax is `if(variable, value, comparison_operator)`. This mode evaluates a comparison between the variable and the value provided as strings representing operators",
        "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\nencodeSHA256(password, hashed_password)\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\nx = 0\n\nwhile x < 5:\n    y = x + 1\n    \n    # Build the JSON object for this iteration\n    json_obj = {\n        \"index\": y,\n        \"value\": x * 2\n    }\n    \n    # Return the current iteration's JSON object\n    return json_obj\n\nx += 1\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 use of the `RequestPost` and `RequestGet` functions. These functions allow for sending POST or GET requests to a specified URL with query parameters, headers, and body data.\n\nTimeout handling in AVAP involves using the `timeout` parameter when making HTT",
        "n_chunks": 5
      }
    ]
  }
}