{
  "generated_at": "2026-04-06T10:54:33.255759",
  "embedding_model": "bge-m3:latest",
  "index_name": "avap-knowledge-v2-qwen",
  "result": {
    "status": "ok",
    "questions_evaluated": 5,
    "elapsed_seconds": 52.5,
    "judge_model": "claude-sonnet-4-20250514",
    "index": "avap-knowledge-v2-qwen",
    "category_filter": "all",
    "scores": {
      "faithfulness": 0.58,
      "answer_relevancy": 0.6678,
      "context_recall": 0.419,
      "context_precision": 0.3733
    },
    "global_score": 0.51,
    "verdict": "INSUFFICIENT",
    "details": [
      {
        "id": "GD-001",
        "category": "RETRIEVAL",
        "question": "What is AVAP and what is it designed for?",
        "answer_preview": "AVAP is a new proprietary language. The provided context does not contain specific information about the purpose or design of AVAP. Therefore, I don't have enough information in the given context to answer that question.",
        "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()` function, which can be invoked in two ways:\n\n1. **Mode 1 (Structured Comparison):** The syntax is `if(variable, value, comparison)`, where:\n   - `variable` or `value` must be a simple identifier or literal.\n   - The comparison should use a string repre",
        "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\", password)\nencodeSHA256(password, hashed_password)\nreturn 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": "```javascript\n// Example of an AVAP script\n\nlet data = {};\n\nfor (let i = 1; i <= 5; i++) {\n    let jsonKey = `key${i}`;\n    data[jsonKey] = i;\n}\n\nreturn JSON.stringify(data);\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` functions. The `RequestPost` function executes a POST request, while the `RequestGet` function performs a GET request.\n\nTimeout handling in AVAP involves specifying a `timeout` parameter when making an HTTP call using eithe",
        "n_chunks": 5
      }
    ]
  }
}