{
  "generated_at": "2026-04-06T11:48:19.164260",
  "embedding_model": "bge-m3:latest",
  "index_name": "avap-docs-test-v4-bge",
  "result": {
    "status": "ok",
    "questions_evaluated": 50,
    "elapsed_seconds": 427.5,
    "judge_model": "claude-sonnet-4-20250514",
    "index": "avap-docs-test-v4-bge",
    "category_filter": "all",
    "scores": {
      "faithfulness": 0.4091,
      "answer_relevancy": 0.8033,
      "context_recall": 0.4084,
      "context_precision": 0.3582
    },
    "global_score": 0.4948,
    "verdict": "INSUFFICIENT",
    "details": [
      {
        "id": "GD-R-001",
        "category": "RETRIEVAL",
        "question": "What is AVAP and what is it designed for?",
        "answer_preview": "AVAP, or Advanced Virtual Application Protocol, is a new proprietary language. It appears to be used in the context of an application that involves adding variables, parameters, and results. The language seems to have specific syntax and structure, such as using `addVar`, `addParam`, and `addResult`",
        "n_chunks": 5
      },
      {
        "id": "GD-R-002",
        "category": "RETRIEVAL",
        "question": "How does the if() conditional block work in AVAP? How are blocks closed?",
        "answer_preview": "In AVAP, a conditional block is enclosed using curly braces `{}`. The `if` statement checks a condition and executes code within an `if` block only if the condition evaluates to true.\n\nBlocks in AVAP are not explicitly closed with `end()` as they are in some other programming languages. Instead, the",
        "n_chunks": 5
      },
      {
        "id": "GD-R-003",
        "category": "RETRIEVAL",
        "question": "How does AVAP handle external HTTP calls? What commands are available and how is timeout managed?",
        "answer_preview": "AVAP handles external HTTP calls through the `RequestGet` function, which sends a GET request to the specified URL. The response from this call is stored in the variable `respuesta`.\n\nTimeout management in AVAP is handled by the `try...except` block. If an exception occurs during the execution of th",
        "n_chunks": 5
      },
      {
        "id": "GD-R-004",
        "category": "RETRIEVAL",
        "question": "How do functions work in AVAP? What is the scope of variables inside a function?",
        "answer_preview": "In AVAP, functions are used to encapsulate code that performs specific tasks and can be reused throughout the program. Functions allow for modularity and maintainability by breaking down complex logic into smaller, more manageable pieces.\n\nThe scope of variables within a function in AVAP is determin",
        "n_chunks": 5
      },
      {
        "id": "GD-R-005",
        "category": "RETRIEVAL",
        "question": "What are the three types of variable scopes in AVAP and what are their visibility rules?",
        "answer_preview": "In AVAP, there are three main types of variable scopes: local, global, and instance. The visibility rules for these scopes are as follows:\n\n- **Local Variables**: These variables are scoped to a specific function or block where they are declared. They can only be accessed within the same scope in wh",
        "n_chunks": 5
      },
      {
        "id": "GD-R-006",
        "category": "RETRIEVAL",
        "question": "How does concurrency work in AVAP? What are goroutines and how are they launched?",
        "answer_preview": "Concurrency is a fundamental concept in AVAP that allows multiple tasks to be executed simultaneously. In AVAP, this is achieved through the use of goroutines.\n\nGoroutines are lightweight threads of execution that can run concurrently with other goroutines or within the same goroutine. They are mana",
        "n_chunks": 5
      },
      {
        "id": "GD-R-007",
        "category": "RETRIEVAL",
        "question": "What is the addParam command and how does it capture HTTP request parameters?",
        "answer_preview": "The `addParam` command in this context is used to add key-value pairs to an HTTP request. It captures the specified parameters, which can include headers like \"lang\" or \"client_id\", as well as query string elements such as \"sells\". The parameters are added to the request using the `addParam` functio",
        "n_chunks": 5
      },
      {
        "id": "GD-R-008",
        "category": "RETRIEVAL",
        "question": "How does the startLoop / endLoop construct work in AVAP?",
        "answer_preview": "The `startLoop` and `endLoop` constructs are used to iterate over a sequence of items or variables. In this context, they appear to be part of a loop structure that iterates through an index variable `i`, which is incremented by 1 each time the loop runs.\n\nHere's how it works:\n\n- The `startLoop(i, 1",
        "n_chunks": 5
      },
      {
        "id": "GD-R-009",
        "category": "RETRIEVAL",
        "question": "What is the addResult command and how does it build the HTTP response?",
        "answer_preview": "The `addResult` command in this context is used to store a result variable within the function's return value. It takes two parameters: the name of the result variable (`msg`, `error_trace`, etc.) and the actual value that should be stored.\n\nIn the provided code, it appears to be building an HTTP re",
        "n_chunks": 5
      },
      {
        "id": "GD-R-010",
        "category": "RETRIEVAL",
        "question": "How does error handling work in AVAP with try() and exception()?",
        "answer_preview": "In the provided context, error handling is implemented using the `try()` function followed by an `exception(e)` block. This structure allows for the execution of a potentially risky operation (indicated by the `try()` part) that may raise exceptions (`e`). The `exception(e)` block then captures and ",
        "n_chunks": 5
      },
      {
        "id": "GD-R-011",
        "category": "RETRIEVAL",
        "question": "What is the replace() command in AVAP and how is it used?",
        "answer_preview": "The `replace()` command in AVAP is used to perform a string replacement operation. It takes three parameters: the first parameter is the original string, the second parameter specifies what part of the string should be replaced (using a regular expression), and the third parameter is the new value t",
        "n_chunks": 5
      },
      {
        "id": "GD-R-012",
        "category": "RETRIEVAL",
        "question": "What are the reserved keywords in AVAP that cannot be used as identifiers?",
        "answer_preview": "In AVAP, there are no explicitly mentioned reserved keywords that cannot be used as identifiers. The provided context does not contain any information about reserved keywords or their restrictions on use as identifiers. Therefore, based solely on the given context:\n\nAnswer: There are no specific res",
        "n_chunks": 2
      },
      {
        "id": "GD-R-013",
        "category": "RETRIEVAL",
        "question": "How does AVAP handle string formatting and concatenation?",
        "answer_preview": "AVAP uses the `addVar` function to dynamically generate strings. For example, in the first snippet:\n\n```plaintext\naddVar(mensaje, \"Hola mundo desde AVAP\")\n```\n\nThis line adds a variable named `mensaje` with the value `\"Hola mundo desde AVAP\"`. The `addResult` function then outputs this string.\n\nIn a",
        "n_chunks": 5
      },
      {
        "id": "GD-R-014",
        "category": "RETRIEVAL",
        "question": "How does the encodeSHA256 command work in AVAP?",
        "answer_preview": "The `encodeSHA256` command in AVAP is used to generate a SHA-256 hash of a payload data string. This function takes two parameters: the payload data and a checksum, which are combined using the SHA-256 algorithm to produce a fixed-size output.\n\nHere's how it works:\n\n1. The `encodeSHA256` command acc",
        "n_chunks": 5
      },
      {
        "id": "GD-R-015",
        "category": "RETRIEVAL",
        "question": "How does AVAP handle date and time operations?",
        "answer_preview": "AVAP handles date and time operations using the `getDateTime` function. This function takes three parameters: a string for the language (defaulting to English), an integer representing the number of days to add or subtract, and a string specifying the timezone. The function returns the current date ",
        "n_chunks": 5
      },
      {
        "id": "GD-R-016",
        "category": "RETRIEVAL",
        "question": "What is the AddvariableToJSON command and how is it used to build JSON objects?",
        "answer_preview": "The `AddvariableToJSON` command in this context is a function that takes three parameters: an identifier (`clave`), a variable name, and a value. It appends the given value to the specified variable within a JSON object.\n\nFor example:\n- The first line of code uses `AddvariableToJSON(clave, \"cliente_",
        "n_chunks": 5
      },
      {
        "id": "GD-R-017",
        "category": "RETRIEVAL",
        "question": "How does the getListLen command work and what is it used for?",
        "answer_preview": "The getListLen function calculates the length of a given list. In this context, it appears to be used with two lists:\n\n1. `mi_lista` in the first snippet.\n2. `registros` in the second snippet.\n\nIt returns the number of elements in these lists. This could be useful for determining how many items are ",
        "n_chunks": 5
      },
      {
        "id": "GD-R-018",
        "category": "RETRIEVAL",
        "question": "How does the randomString command work in AVAP?",
        "answer_preview": "The `randomString` command generates a random string of characters based on the specified parameters. In this case, it creates a 32-character long string consisting of uppercase letters and digits.\n\nHere is the relevant code snippet from the context:\n\n```plaintext\n[2] randomString(\"[A-Z]\\d\", 32, tok",
        "n_chunks": 5
      },
      {
        "id": "GD-R-019",
        "category": "RETRIEVAL",
        "question": "What is the $ dereference operator in AVAP and when is it used?",
        "answer_preview": "The $ dereference operator in AVAP is used to access elements of an array or list. It is typically followed by a variable name enclosed in square brackets, indicating that the value should be retrieved from the corresponding element in the array.\n\nFor example:\n```avap\n$[arrayName[index]]\n```\nThis ex",
        "n_chunks": 5
      },
      {
        "id": "GD-R-020",
        "category": "RETRIEVAL",
        "question": "How does AVAP handle ORM database operations? What commands are available?",
        "answer_preview": "AVAP uses the `ormCheckTable` function to check if a table exists in the database. If the table does not exist, it creates the table using the `ormCreateTable` command.\n\nThe available commands for ORM database operations include:\n- `ormCheckTable(tabla_pruebas, resultado_comprobacion)`: Checks if a ",
        "n_chunks": 5
      },
      {
        "id": "GD-C-001",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that reads a 'name' parameter and returns a personalized greeting.",
        "answer_preview": "```avap\nregisterEndpoint(\"/greet\",\"GET\",[],\"HELLO_WORLD\",main,result)\n\naddVar(name, \"Alberto\")\nresult = \"Hello,\" + name \naddResult(result)\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-002",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that reads a 'password' parameter, generates a SHA-256 hash, and returns it.",
        "answer_preview": "```avap\nfunction generateSha256Hash(password) {\n    addVar(hash, encodeSHA256(password))\n    return(hash)\n}\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-003",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that loops from 1 to 5, builds a JSON object with each 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()\naddResult(mi_json)\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-004",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that validates if a 'role' parameter belongs to a list of allowed roles and returns the access result.",
        "answer_preview": "```avap\nacceso = False\n\nif(None, None, \"r == 'admin' or r == 'editor' or r == 'root'\")\n    acceso = True\nend()\n\naddResult(acceso)\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-005",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that makes a GET request to an external API and handles connection errors.",
        "answer_preview": "```avap\ntry()\n    addVar(_status, 500)\n    addVar(error_msg, \"Error de conexión\")\n    addResult(error_msg)\nend()\n\naddVar(url, \"https://api.example.com/data\")\naddVar(headers, {\"Content-Type\": \"application/json\"})\naddVar(body, \"{}\")\n\nif(!url || !headers || !body) {\n    addVar(_status, 400)\n    addVar(",
        "n_chunks": 5
      },
      {
        "id": "GD-C-006",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP function that takes two numbers and returns their sum, then call it and return the result.",
        "answer_preview": "```avap\nfunction suma(a, b){\n    total = a + b\n    return(total)\n}\nresultado = suma(10, 20)\naddResult(resultado)\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-007",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that reads a 'subtotal' parameter, computes 21% VAT, and returns the total.",
        "answer_preview": "```avap\n[1] subtotal = readParam(\"subtotal\")\niva = subtotal * 0.21\ntotal = subtotal + iva\naddResult(total)\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-008",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that reads an 'api_key' parameter and returns status 403 if it is null.",
        "answer_preview": "```avap\naddParam(\"api_key\", key)\nif(key == None, None, \"==\")\n    addVar(_status, 403)\n    addVar(error, \"Acceso denegado: falta API KEY\")\n    addResult(error)\nend()\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-009",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that generates a 32-character random alphanumeric token and returns it.",
        "answer_preview": "```avap\ntoken = randomString(\"[A-Z]\\d\", 32, token_seguridad)\nreturn(token)\n```\n\nEvidence:\n- \"[1] randomString(\"[A-Z]\\d\", 32, token_seguridad)\"\n(Generated a 32-character random alphanumeric token)",
        "n_chunks": 5
      },
      {
        "id": "GD-C-010",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that reads a 'lang' parameter and returns 'Hola' if it is 'es' or 'Hello' if it is 'en'.",
        "answer_preview": "```avap\nifParam(\"lang\", l)\n    if(l, \"es\", \"=\")\n        addVar(msg, \"Hola\")\n    end()\nend()\n\naddResult(msg)\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-011",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that checks if a database table exists and creates it if it does not.",
        "answer_preview": "```avap\nif(not db.exists(\"database_table\"))\n    createTable(\"database_table\", \"column1\", \"type1\", \"nullable\")\nend()\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-012",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that gets the current UTC timestamp and adds 24 hours to compute an expiration time.",
        "answer_preview": "```avap\ngetDateTime(\"\", 86400, \"UTC\", expira)\naddResult(expira)\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-013",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that receives a new password parameter, validates it is not equal to the old password, and returns a confirmation.",
        "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_chunks": 5
      },
      {
        "id": "GD-C-014",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that reads a list parameter and returns its element count.",
        "answer_preview": "```avap\nfunction getListLen(param_name, total){\n    addParam(\"param_name\", param_name)\n    addResult(total)\n}\ngetListLen(\"data_list\", cantidad)\naddResult(cantidad)\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-015",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that uses a validation function to check a token parameter and returns the authorization result.",
        "answer_preview": "```avap\nfunction es_valido(token){\n    response = False\n    if(token, \"SECRET\", \"=\")\n        response = True\n    end()\n    return(response)\n}\n\nautorizado = es_valido(\"SECRET\")\naddResult(autorizado)\n\nrandomString(\"[A-Z]\\d\", 32, token_seguridad)\naddResult(token_seguridad)\n\nfunction suma(a, b){\n    tot",
        "n_chunks": 5
      },
      {
        "id": "GD-C-016",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that returns two values in the HTTP response: a status code 200 and a message 'Success'.",
        "answer_preview": "```avap\naddVar(code, 200)\naddVar(status, \"Success\")\naddResult(code)\naddResult(status)\n\n// Example of adding more variables or results\naddVar(mensaje, \"Hola mundo desde AVAP\")\naddResult(mensaje)\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-017",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that reads a 'saldo' parameter and returns True if it is greater than zero, False otherwise.",
        "answer_preview": "```avap\nifParam(\"sal_par\", saldo)\nif(saldo > 0)\n    permitir = True\nelse()\n    permitir = False\nend()\naddResult(permitir)\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-018",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that converts a Unix timestamp parameter to a human-readable date in dd/mm/yyyy format.",
        "answer_preview": "```avap\nstampToDatetime(1708726162, \"%d/%m/%Y\", 0, fecha_human)\naddResult(fecha_human)\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-019",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that replaces all spaces in a string parameter with hyphens and returns the result.",
        "answer_preview": "```avap\nfunction replaceSpacesWithHyphens(inputString) {\n    let modifiedString = inputString.replace(/ /g, '-');\n    return modifiedString;\n}\n```",
        "n_chunks": 5
      },
      {
        "id": "GD-C-020",
        "category": "CODE_GENERATION",
        "question": "Write an AVAP script that uses try/exception to execute a raw SQL query and return status 500 on database errors.",
        "answer_preview": "```avap\ntry()\n    ormDirect(\"UPDATE table_inexistente SET a=1\", res)\nexception(e)\n    addVar(_status, 500)\n    addVar(error_msg, \"Error de base de datos\")\n    addResult(error_msg)\nend()\n\naddVar(code, 200)\naddVar(status, \"Success\")\naddResult(code)\naddResult(status)\n\naddParam(\"api_key\", key)\nif(key, N",
        "n_chunks": 5
      },
      {
        "id": "GD-V-001",
        "category": "CONVERSATIONAL",
        "question": "Can you summarize what you just explained about AVAP scopes in fewer words?",
        "answer_preview": "AVAP is a new proprietary language that uses variables to store and manipulate data. It includes functions like `addVar` for adding variables, `result` for storing results, and loops with `startLoop`. The context provided shows examples of how these functions are used, such as in the \"HELLO_WORLD\" e",
        "n_chunks": 5
      },
      {
        "id": "GD-V-002",
        "category": "CONVERSATIONAL",
        "question": "You mentioned that addResult builds the JSON response — can you clarify how multiple addResult calls work together?",
        "answer_preview": "Certainly! The `addResult` function is used to build and return a JSON response. Each call to `addResult` adds an element to the JSON structure being constructed.\n\nFor example, in context [1], `addParam(\"client_id\", id_interno)` and `addResult(id_interno)` are part of a larger process where `id_inte",
        "n_chunks": 5
      },
      {
        "id": "GD-V-003",
        "category": "CONVERSATIONAL",
        "question": "What is the difference between addVar and a plain assignment like x = 10 in AVAP?",
        "answer_preview": "In AVAP, `addVar` is used to define variables that can be referenced later within the program. It allows for dynamic variable creation based on input or predefined values.\n\nA plain assignment like `x = 10` does not create a new variable; it simply assigns an initial value to an existing variable nam",
        "n_chunks": 5
      },
      {
        "id": "GD-V-004",
        "category": "CONVERSATIONAL",
        "question": "Can you explain again the difference between the two modes of the if() command?",
        "answer_preview": "The `if()` command in AVAP is used to execute a block of code based on a condition. The syntax for the `if()` command can be represented as follows:\n\n```avap\n[1] addParam(\"lang\", l)\nif(l, \"es\", \"=\")\n    addVar(msg, \"Hola\")\nend()\naddResult(msg)\n\n[2] encontrado = False\nstartLoop(i, 1, 10)\n    if(i, 5,",
        "n_chunks": 5
      },
      {
        "id": "GD-V-005",
        "category": "CONVERSATIONAL",
        "question": "What happens if an error occurs in AVAP without a try block?",
        "answer_preview": "If an error occurs in AVAP without a try block, the following actions are taken:\n\n- An exception is raised.\n- The status code is set to 500 (Internal Server Error).\n- An error message indicating \"Error de base de datos\" is added to the result.\n\nThis indicates that there was an unexpected issue with ",
        "n_chunks": 5
      },
      {
        "id": "GD-V-006",
        "category": "CONVERSATIONAL",
        "question": "Can you explain again how the timeout in RequestGet works?",
        "answer_preview": "The `RequestGet` function in AVAP is used to make a request to an API endpoint. The timeout parameter allows you to specify how long the function should wait before timing out if it hasn't received a response from the server within that period.\n\nIn this case, the `timeout` parameter is set to 0, whi",
        "n_chunks": 5
      },
      {
        "id": "GD-V-007",
        "category": "CONVERSATIONAL",
        "question": "Can I iterate over a list of items in AVAP instead of a numeric range?",
        "answer_preview": "Yes, you can iterate over a list of items in AVAP. The provided code snippet shows an example where the loop variable `i` is used to access each item in the list by name. This demonstrates that lists are iterable and can be accessed using names rather than indices.\n\n```avap\nstartLoop(i, 1, 10)\n    i",
        "n_chunks": 5
      },
      {
        "id": "GD-V-008",
        "category": "CONVERSATIONAL",
        "question": "What is the difference between RequestGet and RequestPost in practice?",
        "answer_preview": "The `RequestGet` function retrieves data from a specified URL, while the `RequestPost` function sends data to a specified URL. In this context, both functions are used to interact with an API endpoint.\n\n- **RequestGet**: This function is typically used when you want to retrieve information or data f",
        "n_chunks": 5
      },
      {
        "id": "GD-V-009",
        "category": "CONVERSATIONAL",
        "question": "Goroutines cannot access Main Local Scope — can you give a practical example of why that matters?",
        "answer_preview": "In Go programming language, goroutines are lightweight threads of execution that run concurrently with the main thread. They do not have direct access to the global or local scope variables declared in the main function. This is because each goroutine runs within its own independent stack frame and ",
        "n_chunks": 5
      },
      {
        "id": "GD-V-010",
        "category": "CONVERSATIONAL",
        "question": "What format does encodeSHA256 return its output in?",
        "answer_preview": "The `encodeSHA256` function returns its output as a string.",
        "n_chunks": 5
      }
    ]
  }
}