{
  "path": "/tutorials/tool-calling-loop",
  "reviewedAt": "2026-10-23",
  "version": "Ollama0.40.9/Python3.12",
  "status": "partial-local-tool-loop-pass-gateway-not-run",
  "sourceURLs": [
    "https://docs.ollama.com/capabilities/tool-calling"
  ],
  "validationScope": "真实Ollama/api/chat两轮：模型发sum_items(17,25)，程序校验白名单和整数边界后执行加法、回传tool42，真实最终回答The total number of items is 42，退出0。 网关分支未执行：独立真实探针确认当前测试Key的Gemini组429后停止新增请求，没有伪造网关tool_call。",
  "bodySteps": [
    "向/api/chat提供sum_items的JSON Schema和原创17/25库存问题，stream:false/think:false。",
    "读取真实assistant.tool_calls，禁止把assistant自然语言当调用。",
    "校验name为白名单sum_items、两个参数为0–100整数，再执行本地加法。",
    "把assistant原消息和role:tool结果42完整回传，再请求最终答复。",
    "最多3轮；原始每次请求响应全部留档，没有tool_calls必须报失败。",
    "网关分支必须重新用有效账户、准确模型ID实跑两轮工具请求才能验证。本次当前测试Key的Gemini分组独立探针429，已停止新请求，本地工具循环成功不能证明公网工具协议可用。"
  ],
  "files": [
    {
      "file": "README.md",
      "bytes": 578,
      "sha256": "545eebedc6af1bead63bd7e160f88a0da604612b3472517dae6fc1fae056665e"
    },
    {
      "file": "input.json",
      "bytes": 95,
      "sha256": "8f0add780ec1363b398bcdfed6f2c39758247d8c6fdd2d3cd8c9dfe49755fdbe"
    },
    {
      "file": "run-execution.json",
      "bytes": 6825,
      "sha256": "b291e0de52ece888417ab1ad81cde6e189ed1499bbfb85f744313c8bda9273d4"
    },
    {
      "file": "run.py",
      "bytes": 1497,
      "sha256": "59f4a306b794022f15070d62803678f1db4841627436d6721e85f88769b0170a"
    }
  ],
  "privateCredentialsPublished": false,
  "commands": [
    "python run.py"
  ],
  "observations": [
    "真实Ollama/api/chat两轮：模型发sum_items(17,25)，程序校验白名单和整数边界后执行加法、回传tool42，真实最终回答The total number of items is 42，退出0。 网关分支未执行：独立真实探针确认当前测试Key的Gemini组429后停止新增请求，没有伪造网关tool_call。",
    "模型为本次隔离Ollama原生导入的明确别名tutorial-qwen3-proof；权重和原始请求/响应留档。",
    "网关分支未发起：当前测试Key的Gemini组独立探针429后停止新增请求。"
  ],
  "limits": [
    "只证明对应SDK和本地模型的本题任务，不证明apizt公网账户、Claude或所有模型均可用。",
    "本次小样例通过不能推断复杂工具、多轮高风险任务也可靠。",
    "仅本地工具回路有真实成功，未验证公网工具协议，不伪造tool_call或网关成功。"
  ],
  "tokenbaTestKeyUsed": false,
  "timeoutInferenceUsage": "本地路线；没有使用apizt测试Key。",
  "modelProvenance": "隔离Ollama0.40.9；模型为官方Qwen3:0.6b完整GGUF，经原生ollama create导入为tutorial-qwen3-proof，非完整OCI pull成功。权重SHA256 7f4030143c1c477224c5434f8272c662a8b042079a0a584f0a27a1684fe2e1fa，522640096字节；原生自动识别模板，capabilities tools/thinking/completion。"
}