{
  "openapi": "3.2.0",
  "info": {
    "title": "红门资讯 · AI 产业产品库 OpenAPI",
    "version": "0.4.0",
    "description": "人类查得懂，机器用得了。所有参数字段来自统一参数字典；报价为带口径、来源与失效时间的不可变快照。只读接口匿名可用（限流），写操作需 API Key 且人类确认。",
    "contact": {
      "name": "红门资讯",
      "url": "https://www.1p2p3p.com"
    }
  },
  "servers": [
    {
      "url": "https://www.1p2p3p.com",
      "description": "红门资讯生产站点根地址"
    }
  ],
  "tags": [
    {
      "name": "catalog"
    },
    {
      "name": "offers"
    },
    {
      "name": "agents"
    },
    {
      "name": "governance"
    }
  ],
  "paths": {
    "/api/v1/site-config": {
      "get": {
        "tags": [
          "catalog"
        ],
        "summary": "站点配置与机器侧准入策略",
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/api/v1/categories": {
      "get": {
        "tags": [
          "catalog"
        ],
        "summary": "分类树",
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/api/v1/brands": {
      "get": {
        "tags": [
          "catalog"
        ],
        "summary": "品牌字典（品牌 → 系列 → 型号 的第一级）",
        "description": "tier=gpu-core 为 GPU 主选品牌；每项含 product_count / series_count。",
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/api/v1/series": {
      "get": {
        "tags": [
          "catalog"
        ],
        "summary": "系列字典（第二级，可按品牌下钻）",
        "parameters": [
          {
            "name": "brand_id",
            "in": "query",
            "schema": {
              "type": "string"
            },
            "description": "按品牌 ID 过滤系列"
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/api/v1/spec-fields": {
      "get": {
        "tags": [
          "catalog"
        ],
        "summary": "参数字典 v2（15 个叶子类目 / 219 条类目字段 / 114 个唯一字段）",
        "parameters": [
          {
            "name": "category",
            "in": "query",
            "schema": {
              "type": "string",
              "enum": [
                "gpu-dc",
                "gpu-client",
                "server",
                "workstation",
                "ai-pc",
                "nic",
                "memory",
                "storage",
                "power",
                "cooling",
                "model",
                "agent-platform",
                "agent",
                "runtime",
                "ai-os"
              ]
            }
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/api/v1/products": {
      "get": {
        "tags": [
          "catalog"
        ],
        "summary": "产品检索（品牌 → 系列 → 型号 三级 + spec.* 参数化筛选）",
        "parameters": [
          {
            "name": "q",
            "in": "query",
            "schema": {
              "type": "string"
            },
            "description": "关键词"
          },
          {
            "name": "category",
            "in": "query",
            "schema": {
              "type": "string",
              "enum": [
                "gpu-dc",
                "gpu-client",
                "server",
                "workstation",
                "ai-pc",
                "nic",
                "memory",
                "storage",
                "power",
                "cooling",
                "model",
                "agent-platform",
                "agent",
                "runtime",
                "ai-os"
              ]
            }
          },
          {
            "name": "brand",
            "in": "query",
            "schema": {
              "type": "string"
            },
            "description": "品牌 ID 或展示名，逗号分隔多选；先读 /api/v1/brands"
          },
          {
            "name": "series",
            "in": "query",
            "schema": {
              "type": "string"
            },
            "description": "系列 ID 或展示名，逗号分隔多选；先读 /api/v1/series?brand_id=..."
          },
          {
            "name": "trust",
            "in": "query",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "real",
            "in": "query",
            "schema": {
              "type": "boolean"
            },
            "description": "true 只返回真实来源采集的产品"
          },
          {
            "name": "sort",
            "in": "query",
            "schema": {
              "type": "string",
              "enum": [
                "vram",
                "offers",
                "name"
              ]
            }
          },
          {
            "name": "limit",
            "in": "query",
            "schema": {
              "type": "integer",
              "default": 50
            }
          },
          {
            "name": "offset",
            "in": "query",
            "schema": {
              "type": "integer",
              "default": 0
            }
          },
          {
            "name": "spec.vram_gb",
            "in": "query",
            "required": false,
            "description": "显存容量（GB） ｜ 适用类目 gpu-dc/gpu-client/workstation/ai-pc ｜ 单卡容量；整机聚合值不得填此字段",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.mem_type",
            "in": "query",
            "required": false,
            "description": "显存代际 ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.mem_bw_tbps",
            "in": "query",
            "required": false,
            "description": "显存带宽（TB/s） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.fp8_tflops",
            "in": "query",
            "required": false,
            "description": "FP8 算力（TFLOPS） ｜ 适用类目 gpu-dc/gpu-client ｜ 必须标 dense/sparse；稀疏值不得混填",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.fp16_tflops",
            "in": "query",
            "required": false,
            "description": "FP16/BF16 算力（TFLOPS） ｜ 适用类目 gpu-dc/gpu-client ｜ 必须标 dense/sparse",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.fp32_tflops",
            "in": "query",
            "required": false,
            "description": "FP32 算力（TFLOPS） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.tf32_tensor_tflops",
            "in": "query",
            "required": false,
            "description": "TF32 Tensor Core 算力（TFLOPS） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.bfloat16_tensor_tflops",
            "in": "query",
            "required": false,
            "description": "BFLOAT16 Tensor Core 算力（TFLOPS） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.fp64_tflops",
            "in": "query",
            "required": false,
            "description": "FP64 算力（TFLOPS） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.fp64_tensor_tflops",
            "in": "query",
            "required": false,
            "description": "FP64 Tensor Core 算力（TFLOPS） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.int8_tensor_tflops",
            "in": "query",
            "required": false,
            "description": "INT8 Tensor Core 算力（TFLOPS） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.int8_tensor_tops",
            "in": "query",
            "required": false,
            "description": "INT8 Tensor Core 算力（TOPS） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.int4_tensor_tops",
            "in": "query",
            "required": false,
            "description": "INT4 Tensor Core 算力（TOPS） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.ai_tops",
            "in": "query",
            "required": false,
            "description": "AI TOPS（TOPS） ｜ 适用类目 gpu-dc/gpu-client/ai-pc ｜ 厂商口径不统一，须带 qualifier 标注精度",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.tdp_w",
            "in": "query",
            "required": false,
            "description": "整卡功耗（W） ｜ 适用类目 gpu-dc/gpu-client/workstation/ai-pc/power ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.tgp_w",
            "in": "query",
            "required": false,
            "description": "整卡功耗（W） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.mig_instances",
            "in": "query",
            "required": false,
            "description": "MIG 实例上限（个） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.form_factor",
            "in": "query",
            "required": false,
            "description": "板卡形态 ｜ 适用类目 gpu-dc/gpu-client/workstation/ai-pc/power/cooling ｜ 厂商原文；归一建议值 SXM/PCIe/OAM/Mezzanine",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.pcie_gen",
            "in": "query",
            "required": false,
            "description": "PCIe 代际 ｜ 适用类目 gpu-dc/gpu-client/workstation/nic/storage ｜ 归一建议值 Gen4/Gen5/Gen6；原文保留于来源快照",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.interconnect",
            "in": "query",
            "required": false,
            "description": "互联形态 ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.nvlink_gbs",
            "in": "query",
            "required": false,
            "description": "NVLink 带宽（GB/s） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.nvlink_bw_tbs",
            "in": "query",
            "required": false,
            "description": "NVLink 带宽（TB/s） ｜ 适用类目 gpu-dc/gpu-client/server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.cuda_cores",
            "in": "query",
            "required": false,
            "description": "CUDA 核心数（个） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.tensor_cores",
            "in": "query",
            "required": false,
            "description": "Tensor Core 数（个） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.rt_cores",
            "in": "query",
            "required": false,
            "description": "RT Core 数（个） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.rt_core_tflops",
            "in": "query",
            "required": false,
            "description": "RT Core 算力（TFLOPS） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.mem_clock_ghz",
            "in": "query",
            "required": false,
            "description": "显存时钟（GHz） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.mem_interface_bits",
            "in": "query",
            "required": false,
            "description": "显存位宽（bit） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.llc_mb",
            "in": "query",
            "required": false,
            "description": "末级缓存（MB） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.compute_units",
            "in": "query",
            "required": false,
            "description": "计算单元数（个） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.stream_processors",
            "in": "query",
            "required": false,
            "description": "流处理器数（个） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.matrix_cores",
            "in": "query",
            "required": false,
            "description": "矩阵核心数（个） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.peak_engine_clock_mhz",
            "in": "query",
            "required": false,
            "description": "峰值引擎时钟（MHz） ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.media_decoders",
            "in": "query",
            "required": false,
            "description": "解码器配置 ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.display_ports",
            "in": "query",
            "required": false,
            "description": "显示接口 ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.memory_ecc",
            "in": "query",
            "required": false,
            "description": "ECC 支持 ｜ 适用类目 gpu-dc/gpu-client/memory ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.board_cooling",
            "in": "query",
            "required": false,
            "description": "板卡散热 ｜ 适用类目 gpu-dc/gpu-client ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.fp4_pflops",
            "in": "query",
            "required": false,
            "description": "FP4 算力（PFLOPS） ｜ 适用类目 gpu-dc/server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.nvfp4_pflops",
            "in": "query",
            "required": false,
            "description": "NVFP4 算力（PFLOPS） ｜ 适用类目 gpu-dc/server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.fp8_pflops",
            "in": "query",
            "required": false,
            "description": "FP8 算力（PFLOPS） ｜ 适用类目 gpu-dc/server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.fp8_fp6_pflops",
            "in": "query",
            "required": false,
            "description": "FP8/FP6 算力（PFLOPS） ｜ 适用类目 gpu-dc/server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.fp16_bf16_pflops",
            "in": "query",
            "required": false,
            "description": "FP16/BF16 算力（PFLOPS） ｜ 适用类目 gpu-dc/server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.tf32_pflops",
            "in": "query",
            "required": false,
            "description": "TF32 算力（PFLOPS） ｜ 适用类目 gpu-dc/server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.int8_pops",
            "in": "query",
            "required": false,
            "description": "INT8 算力（POPS） ｜ 适用类目 gpu-dc/server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.fp32_matrix_tflops",
            "in": "query",
            "required": false,
            "description": "FP32 矩阵算力（TFLOPS） ｜ 适用类目 gpu-dc ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.fp64_matrix_tflops",
            "in": "query",
            "required": false,
            "description": "FP64 矩阵算力（TFLOPS） ｜ 适用类目 gpu-dc ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.process_node",
            "in": "query",
            "required": false,
            "description": "制程节点 ｜ 适用类目 gpu-dc/memory ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.reticle_dies",
            "in": "query",
            "required": false,
            "description": "光罩裸片数（个） ｜ 适用类目 gpu-dc ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.die_to_die_tbps",
            "in": "query",
            "required": false,
            "description": "裸片互联带宽（TB/s） ｜ 适用类目 gpu-dc ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.nvlink_c2c_gbs",
            "in": "query",
            "required": false,
            "description": "C2C 互联带宽（GB/s） ｜ 适用类目 gpu-dc ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.nvlink_max_gpus",
            "in": "query",
            "required": false,
            "description": "NVLink 最大 GPU 数（个） ｜ 适用类目 gpu-dc ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.nvlink_switch_tbs",
            "in": "query",
            "required": false,
            "description": "NVSwitch 带宽（TB/s） ｜ 适用类目 gpu-dc/server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.nvlink_interconnect_tbs",
            "in": "query",
            "required": false,
            "description": "NVLink 互联带宽（TB/s） ｜ 适用类目 gpu-dc ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.infinity_fabric_links",
            "in": "query",
            "required": false,
            "description": "Infinity Fabric 链路数（条） ｜ 适用类目 gpu-dc ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.infinity_fabric_gbs",
            "in": "query",
            "required": false,
            "description": "Infinity Fabric 带宽（GB/s） ｜ 适用类目 gpu-dc ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.roce_bandwidth_gbs",
            "in": "query",
            "required": false,
            "description": "RoCE 带宽（GB/s） ｜ 适用类目 gpu-dc/nic ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.blackwell_gpu_count",
            "in": "query",
            "required": false,
            "description": "Blackwell GPU 数量（卡） ｜ 适用类目 gpu-dc/server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.cpu_core_count",
            "in": "query",
            "required": false,
            "description": "CPU 核心数（核） ｜ 适用类目 gpu-dc/server/workstation ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.cpu_mem_gb",
            "in": "query",
            "required": false,
            "description": "CPU 内存容量（GB） ｜ 适用类目 gpu-dc/server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.cpu_mem_bw_gbs",
            "in": "query",
            "required": false,
            "description": "CPU 内存带宽（GB/s） ｜ 适用类目 gpu-dc/server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.cluster_nodes",
            "in": "query",
            "required": false,
            "description": "集群节点数（个） ｜ 适用类目 gpu-dc/server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.gpu_count",
            "in": "query",
            "required": false,
            "description": "GPU 数量（卡） ｜ 适用类目 server/workstation ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.aggregate_vram_gb",
            "in": "query",
            "required": false,
            "description": "聚合显存（GB） ｜ 适用类目 server/workstation ｜ 整机聚合口径，禁止与单卡 vram_gb 比较",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.aggregate_mem_bw_tbps",
            "in": "query",
            "required": false,
            "description": "聚合显存带宽（TB/s） ｜ 适用类目 server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.hbm_bw_tbs",
            "in": "query",
            "required": false,
            "description": "HBM 带宽（TB/s） ｜ 适用类目 server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.cpu_platform",
            "in": "query",
            "required": false,
            "description": "CPU 平台 ｜ 适用类目 server/workstation/ai-pc ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.cpu_cores_total",
            "in": "query",
            "required": false,
            "description": "CPU 总核心数（核） ｜ 适用类目 server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.cpu_mem_bw_tbs",
            "in": "query",
            "required": false,
            "description": "CPU 内存带宽（TB/s） ｜ 适用类目 server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.system_mem_tb",
            "in": "query",
            "required": false,
            "description": "系统内存（TB） ｜ 适用类目 server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.form_u",
            "in": "query",
            "required": false,
            "description": "机箱高度（U） ｜ 适用类目 server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.max_power_kw",
            "in": "query",
            "required": false,
            "description": "整机最大功率（kW） ｜ 适用类目 server/workstation/power/cooling ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.cooling",
            "in": "query",
            "required": false,
            "description": "散热方式 ｜ 适用类目 server/workstation/power/cooling ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.network",
            "in": "query",
            "required": false,
            "description": "网络配置 ｜ 适用类目 server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.aggregate_fp32_tflops",
            "in": "query",
            "required": false,
            "description": "聚合 FP32 算力（TFLOPS） ｜ 适用类目 server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.aggregate_fp64_tflops",
            "in": "query",
            "required": false,
            "description": "聚合 FP64 算力（TFLOPS） ｜ 适用类目 server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.nvswitch_count",
            "in": "query",
            "required": false,
            "description": "NVSwitch 数量（个） ｜ 适用类目 server ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.storage_os_nvme_tb",
            "in": "query",
            "required": false,
            "description": "系统 NVMe 容量 ｜ 适用类目 server ｜ 厂商原文含单位，文本保存",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.storage_internal_nvme_tb",
            "in": "query",
            "required": false,
            "description": "内置 NVMe 容量 ｜ 适用类目 server ｜ 厂商原文含单位，文本保存",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.system_mem_gb",
            "in": "query",
            "required": false,
            "description": "系统内存（GB） ｜ 适用类目 workstation/ai-pc ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.npu_tops",
            "in": "query",
            "required": false,
            "description": "NPU 算力（TOPS） ｜ 适用类目 workstation/ai-pc ｜ AI PC 厂商口径不统一，须带 qualifier",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.port_speed_gbps",
            "in": "query",
            "required": false,
            "description": "单端口速率（Gb/s） ｜ 适用类目 nic ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.ports",
            "in": "query",
            "required": false,
            "description": "端口数（个） ｜ 适用类目 nic ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.rdma",
            "in": "query",
            "required": false,
            "description": "RDMA 支持 ｜ 适用类目 nic ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.interface",
            "in": "query",
            "required": false,
            "description": "总线接口 ｜ 适用类目 nic/storage ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.latency_us",
            "in": "query",
            "required": false,
            "description": "端口延迟（μs） ｜ 适用类目 nic/storage ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.capacity_gb",
            "in": "query",
            "required": false,
            "description": "单条容量（GB） ｜ 适用类目 memory/storage ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.mem_gen",
            "in": "query",
            "required": false,
            "description": "内存代际 ｜ 适用类目 memory ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.data_rate_gbps",
            "in": "query",
            "required": false,
            "description": "数据速率（Gb/s） ｜ 适用类目 memory ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.bandwidth_gbs",
            "in": "query",
            "required": false,
            "description": "带宽（GB/s） ｜ 适用类目 memory/storage ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.stack_height",
            "in": "query",
            "required": false,
            "description": "堆叠层数（层） ｜ 适用类目 memory ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.params_total_b",
            "in": "query",
            "required": false,
            "description": "总参数量（B） ｜ 适用类目 model ｜ MoE 需同时填激活参数量；来自 safetensors 权重统计",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.params_active_b",
            "in": "query",
            "required": false,
            "description": "激活参数量（B） ｜ 适用类目 model ｜ Dense 模型与总参数量相同",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.architecture",
            "in": "query",
            "required": false,
            "description": "架构 ｜ 适用类目 model ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.context_k",
            "in": "query",
            "required": false,
            "description": "上下文长度（K tokens） ｜ 适用类目 model ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.license",
            "in": "query",
            "required": false,
            "description": "许可证 ｜ 适用类目 model/agent-platform/agent/runtime/ai-os ｜ 时变属性：变更只追加新值，不覆盖历史",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.modalities",
            "in": "query",
            "required": false,
            "description": "模态 ｜ 适用类目 model ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.quantization",
            "in": "query",
            "required": false,
            "description": "官方量化支持 ｜ 适用类目 model ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.repo_stars",
            "in": "query",
            "required": false,
            "description": "仓库 Stars（个） ｜ 适用类目 model/agent-platform/agent/runtime/ai-os ｜ GitHub API 动态指标，带 as_of 时间戳",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.hf_downloads",
            "in": "query",
            "required": false,
            "description": "Hub 下载量（次） ｜ 适用类目 model ｜ Hugging Face Hub API 下载计数，带 as_of",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.hf_likes",
            "in": "query",
            "required": false,
            "description": "Hub 点赞数（个） ｜ 适用类目 model ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.pipeline_tag",
            "in": "query",
            "required": false,
            "description": "任务类型 ｜ 适用类目 model ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.model_type",
            "in": "query",
            "required": false,
            "description": "模型结构 ｜ 适用类目 model ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.library_name",
            "in": "query",
            "required": false,
            "description": "生态库 ｜ 适用类目 model ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.deploy_mode",
            "in": "query",
            "required": false,
            "description": "部署方式 ｜ 适用类目 agent-platform/agent/runtime/ai-os ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.protocols",
            "in": "query",
            "required": false,
            "description": "协议支持 ｜ 适用类目 agent-platform/agent/runtime/ai-os ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.model_compat",
            "in": "query",
            "required": false,
            "description": "模型兼容 ｜ 适用类目 agent-platform/agent ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.pricing_model",
            "in": "query",
            "required": false,
            "description": "计费口径 ｜ 适用类目 agent-platform/agent ｜ 平台费与模型费必须分层",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.self_host",
            "in": "query",
            "required": false,
            "description": "支持自托管 ｜ 适用类目 agent-platform/agent ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.language",
            "in": "query",
            "required": false,
            "description": "主语言 ｜ 适用类目 agent-platform/runtime/ai-os ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.topics",
            "in": "query",
            "required": false,
            "description": "主题标签 ｜ 适用类目 agent-platform/agent/runtime ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.os_type",
            "in": "query",
            "required": false,
            "description": "系统类型 ｜ 适用类目 ai-os ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.kernel",
            "in": "query",
            "required": false,
            "description": "内核 ｜ 适用类目 ai-os ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "spec.npu_support",
            "in": "query",
            "required": false,
            "description": "NPU 支持 ｜ 适用类目 ai-os ｜ 数值支持 min-max / >=min / <=max 写法",
            "schema": {
              "type": "string"
            }
          }
        ],
        "responses": {
          "200": {
            "description": "产品列表，字段与参数字典同源",
            "content": {
              "application/json": {
                "schema": {
                  "type": "object",
                  "properties": {
                    "total": {
                      "type": "integer"
                    },
                    "items": {
                      "type": "array",
                      "items": {
                        "$ref": "#/components/schemas/Product"
                      }
                    }
                  }
                }
              }
            }
          }
        }
      }
    },
    "/api/v1/products/{pid}": {
      "get": {
        "tags": [
          "catalog"
        ],
        "summary": "产品详情（参数/报价/机器出口）",
        "parameters": [
          {
            "name": "pid",
            "in": "path",
            "required": true,
            "schema": {
              "type": "string"
            }
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          },
          "404": {
            "description": "未找到"
          }
        }
      }
    },
    "/api/v1/products/{pid}/specs": {
      "get": {
        "tags": [
          "catalog"
        ],
        "summary": "带来源与口径的参数值",
        "parameters": [
          {
            "name": "pid",
            "in": "path",
            "required": true,
            "schema": {
              "type": "string"
            }
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/api/v1/compare": {
      "get": {
        "tags": [
          "catalog"
        ],
        "summary": "口径一致的结构化比较（口径冲突直接拒答）",
        "parameters": [
          {
            "name": "pids",
            "in": "query",
            "required": true,
            "schema": {
              "type": "string"
            },
            "description": "逗号分隔，2–5 个"
          },
          {
            "name": "fields",
            "in": "query",
            "schema": {
              "type": "string"
            }
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          },
          "409": {
            "description": "口径不一致"
          }
        }
      }
    },
    "/api/v1/offers": {
      "get": {
        "tags": [
          "offers"
        ],
        "summary": "报价快照（默认只返回机器可见、未过期、认证商家）",
        "parameters": [
          {
            "name": "pid",
            "in": "query",
            "schema": {
              "type": "string"
            }
          },
          {
            "name": "machine_only",
            "in": "query",
            "schema": {
              "type": "boolean",
              "default": true
            }
          },
          {
            "name": "include_stale",
            "in": "query",
            "schema": {
              "type": "boolean",
              "default": false
            }
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/api/v1/stats": {
      "get": {
        "tags": [
          "governance"
        ],
        "summary": "数据新鲜度与治理看板",
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/api/v1/jobs": {
      "get": {
        "tags": [
          "governance"
        ],
        "summary": "五个 AI 编辑岗位的今日作业",
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/api/v1/quotes": {
      "post": {
        "tags": [
          "agents"
        ],
        "summary": "创建询价单（不自动下单、不碰资金）",
        "security": [
          {
            "apiKey": []
          },
          {
            "bearerAuth": []
          }
        ],
        "description": "需要 scope=quote:create。服务端按 offer quote_id 重新取快照，绝不信任请求体中的金额；返回 confirm_state=pending_human。",
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "type": "object",
                "required": [
                  "items"
                ],
                "properties": {
                  "items": {
                    "type": "array",
                    "items": {
                      "type": "object",
                      "required": [
                        "pid",
                        "offer_quote_id"
                      ],
                      "properties": {
                        "pid": {
                          "type": "string"
                        },
                        "offer_quote_id": {
                          "type": "string"
                        },
                        "qty": {
                          "type": "integer",
                          "minimum": 1
                        }
                      }
                    }
                  },
                  "buyer": {
                    "type": "string"
                  },
                  "note": {
                    "type": "string"
                  },
                  "confirm": {
                    "type": "boolean",
                    "description": "仅记录人类已确认的意图；平台仍不执行下单"
                  }
                }
              }
            }
          }
        },
        "responses": {
          "201": {
            "description": "询价单已创建"
          },
          "403": {
            "description": "scope 不足"
          },
          "422": {
            "description": "报价失效/商家未认证/口径不全"
          }
        }
      }
    },
    "/api/v1/auth/token": {
      "post": {
        "tags": [
          "agents"
        ],
        "summary": "用 API Key 换取 JWT（与论坛账号体系对接）",
        "responses": {
          "200": {
            "description": "OK"
          },
          "401": {
            "description": "Key 无效"
          }
        }
      }
    },
    "/api/v1/merchant/template": {
      "get": {
        "tags": [
          "offers"
        ],
        "summary": "商家报价报送字段模板与口径规则",
        "security": [
          {
            "apiKey": []
          }
        ],
        "description": "需要 scope=offer:submit 且凭据绑定商家。报送前先读此模板。",
        "responses": {
          "200": {
            "description": "OK"
          },
          "403": {
            "description": "scope 不足或非商家凭据"
          }
        }
      }
    },
    "/api/v1/merchant/me": {
      "get": {
        "tags": [
          "offers"
        ],
        "summary": "商家查看自身资质、报价与待审",
        "security": [
          {
            "apiKey": []
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/api/v1/merchant/offers": {
      "get": {
        "tags": [
          "offers"
        ],
        "summary": "商家查看自家历史报送快照",
        "security": [
          {
            "apiKey": []
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      },
      "post": {
        "tags": [
          "offers"
        ],
        "summary": "商家报送报价快照（口径强校验，不直接发布）",
        "security": [
          {
            "apiKey": []
          }
        ],
        "description": "需要 scope=offer:submit，seller_id 必须等于凭据绑定的 owner_id。金额可省略（询价制）；填写金额必须附 amount_source_url。报送只进审核队列，经人工签字并发布后才对智能体可见。",
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "type": "object",
                "required": [
                  "pid",
                  "seller_id",
                  "tax_included",
                  "moq",
                  "stock_status",
                  "as_of",
                  "valid_until",
                  "price_unit"
                ],
                "properties": {
                  "pid": {
                    "type": "string"
                  },
                  "seller_id": {
                    "type": "string"
                  },
                  "amount": {
                    "type": "number",
                    "exclusiveMinimum": 0,
                    "description": "省略＝询价制"
                  },
                  "amount_source_url": {
                    "type": "string"
                  },
                  "price_unit": {
                    "type": "string"
                  },
                  "tax_included": {
                    "type": "boolean"
                  },
                  "moq": {
                    "type": "integer"
                  },
                  "stock_status": {
                    "type": "string"
                  },
                  "as_of": {
                    "type": "string",
                    "format": "date-time"
                  },
                  "valid_until": {
                    "type": "string",
                    "format": "date-time"
                  }
                }
              }
            }
          }
        },
        "responses": {
          "201": {
            "description": "已进审核队列"
          },
          "403": {
            "description": "商家身份/资质不符"
          },
          "422": {
            "description": "口径不全或金额缺第二来源"
          }
        }
      }
    },
    "/mcp": {
      "post": {
        "tags": [
          "agents"
        ],
        "summary": "MCP Streamable HTTP（JSON-RPC 2.0：initialize / tools/list / tools/call / ping）",
        "responses": {
          "200": {
            "description": "JSON-RPC 响应或 SSE 流"
          }
        }
      }
    }
  },
  "components": {
    "securitySchemes": {
      "apiKey": {
        "type": "apiKey",
        "in": "header",
        "name": "X-API-Key"
      },
      "bearerAuth": {
        "type": "http",
        "scheme": "bearer",
        "bearerFormat": "JWT"
      }
    },
    "schemas": {
      "Product": {
        "type": "object",
        "properties": {
          "pid": {
            "type": "string"
          },
          "name": {
            "type": "string"
          },
          "model": {
            "type": "string"
          },
          "category": {
            "type": "string",
            "enum": [
              "gpu-dc",
              "gpu-client",
              "server",
              "workstation",
              "ai-pc",
              "nic",
              "memory",
              "storage",
              "power",
              "cooling",
              "model",
              "agent-platform",
              "agent",
              "runtime",
              "ai-os"
            ]
          },
          "brand": {
            "type": "string"
          },
          "brand_id": {
            "type": "string"
          },
          "brand_tier": {
            "type": "string",
            "description": "gpu-core / component / org / org-auto / fallback"
          },
          "series": {
            "type": "string"
          },
          "series_id": {
            "type": "string"
          },
          "trust": {
            "type": "string",
            "enum": [
              "verified",
              "reported",
              "reference",
              "untrusted"
            ]
          },
          "demo": {
            "type": "boolean"
          },
          "specs": {
            "type": "array",
            "items": {
              "type": "object"
            }
          },
          "offers": {
            "type": "array",
            "items": {
              "type": "object"
            }
          }
        }
      },
      "SpecsByCategory": {
        "oneOf": [
          {
            "type": "object",
            "properties": {
              "vram_gb": {
                "description": "显存容量（GB） ｜ 单卡容量；整机聚合值不得填此字段",
                "type": "number",
                "x-unit": "GB"
              },
              "mem_type": {
                "description": "显存代际",
                "type": "string",
                "enum": [
                  "HBM4",
                  "HBM3e",
                  "HBM3",
                  "HBM2e",
                  "HBM2",
                  "GDDR7",
                  "GDDR6X",
                  "GDDR6",
                  "LPDDR5X",
                  "DDR5",
                  "其他"
                ]
              },
              "mem_bw_tbps": {
                "description": "显存带宽（TB/s）",
                "type": "number",
                "x-unit": "TB/s"
              },
              "fp8_tflops": {
                "description": "FP8 算力（TFLOPS） ｜ 必须标 dense/sparse；稀疏值不得混填",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "fp16_tflops": {
                "description": "FP16/BF16 算力（TFLOPS） ｜ 必须标 dense/sparse",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "fp32_tflops": {
                "description": "FP32 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "tf32_tensor_tflops": {
                "description": "TF32 Tensor Core 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "bfloat16_tensor_tflops": {
                "description": "BFLOAT16 Tensor Core 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "fp64_tflops": {
                "description": "FP64 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "fp64_tensor_tflops": {
                "description": "FP64 Tensor Core 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "int8_tensor_tflops": {
                "description": "INT8 Tensor Core 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "int8_tensor_tops": {
                "description": "INT8 Tensor Core 算力（TOPS）",
                "type": "number",
                "x-unit": "TOPS"
              },
              "int4_tensor_tops": {
                "description": "INT4 Tensor Core 算力（TOPS）",
                "type": "number",
                "x-unit": "TOPS"
              },
              "ai_tops": {
                "description": "AI TOPS（TOPS） ｜ 厂商口径不统一，须带 qualifier 标注精度",
                "type": "number",
                "x-unit": "TOPS"
              },
              "tdp_w": {
                "description": "整卡功耗（W）",
                "type": "number",
                "x-unit": "W"
              },
              "tgp_w": {
                "description": "整卡功耗（W）",
                "type": "number",
                "x-unit": "W"
              },
              "mig_instances": {
                "description": "MIG 实例上限（个）",
                "type": "number",
                "x-unit": "个"
              },
              "form_factor": {
                "description": "板卡形态 ｜ 厂商原文；归一建议值 SXM/PCIe/OAM/Mezzanine",
                "type": "string"
              },
              "pcie_gen": {
                "description": "PCIe 代际 ｜ 归一建议值 Gen4/Gen5/Gen6；原文保留于来源快照",
                "type": "string"
              },
              "interconnect": {
                "description": "互联形态",
                "type": "string"
              },
              "nvlink_gbs": {
                "description": "NVLink 带宽（GB/s）",
                "type": "number",
                "x-unit": "GB/s"
              },
              "nvlink_bw_tbs": {
                "description": "NVLink 带宽（TB/s）",
                "type": "number",
                "x-unit": "TB/s"
              },
              "cuda_cores": {
                "description": "CUDA 核心数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "tensor_cores": {
                "description": "Tensor Core 数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "rt_cores": {
                "description": "RT Core 数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "rt_core_tflops": {
                "description": "RT Core 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "mem_clock_ghz": {
                "description": "显存时钟（GHz）",
                "type": "number",
                "x-unit": "GHz"
              },
              "mem_interface_bits": {
                "description": "显存位宽（bit）",
                "type": "number",
                "x-unit": "bit"
              },
              "llc_mb": {
                "description": "末级缓存（MB）",
                "type": "number",
                "x-unit": "MB"
              },
              "compute_units": {
                "description": "计算单元数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "stream_processors": {
                "description": "流处理器数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "matrix_cores": {
                "description": "矩阵核心数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "peak_engine_clock_mhz": {
                "description": "峰值引擎时钟（MHz）",
                "type": "number",
                "x-unit": "MHz"
              },
              "media_decoders": {
                "description": "解码器配置",
                "type": "string"
              },
              "display_ports": {
                "description": "显示接口",
                "type": "string"
              },
              "memory_ecc": {
                "description": "ECC 支持",
                "type": "string"
              },
              "board_cooling": {
                "description": "板卡散热",
                "type": "string"
              },
              "fp4_pflops": {
                "description": "FP4 算力（PFLOPS）",
                "type": "number",
                "x-unit": "PFLOPS"
              },
              "nvfp4_pflops": {
                "description": "NVFP4 算力（PFLOPS）",
                "type": "number",
                "x-unit": "PFLOPS"
              },
              "fp8_pflops": {
                "description": "FP8 算力（PFLOPS）",
                "type": "number",
                "x-unit": "PFLOPS"
              },
              "fp8_fp6_pflops": {
                "description": "FP8/FP6 算力（PFLOPS）",
                "type": "number",
                "x-unit": "PFLOPS"
              },
              "fp16_bf16_pflops": {
                "description": "FP16/BF16 算力（PFLOPS）",
                "type": "number",
                "x-unit": "PFLOPS"
              },
              "tf32_pflops": {
                "description": "TF32 算力（PFLOPS）",
                "type": "number",
                "x-unit": "PFLOPS"
              },
              "int8_pops": {
                "description": "INT8 算力（POPS）",
                "type": "number",
                "x-unit": "POPS"
              },
              "fp32_matrix_tflops": {
                "description": "FP32 矩阵算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "fp64_matrix_tflops": {
                "description": "FP64 矩阵算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "transistors_billion": {
                "description": "晶体管数（十亿） ｜ 架构级指标，非 SKU 采购参数",
                "type": "number",
                "x-unit": "十亿"
              },
              "process_node": {
                "description": "制程节点",
                "type": "string"
              },
              "reticle_dies": {
                "description": "光罩裸片数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "die_to_die_tbps": {
                "description": "裸片互联带宽（TB/s）",
                "type": "number",
                "x-unit": "TB/s"
              },
              "nvlink_c2c_gbs": {
                "description": "C2C 互联带宽（GB/s）",
                "type": "number",
                "x-unit": "GB/s"
              },
              "nvlink_max_gpus": {
                "description": "NVLink 最大 GPU 数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "nvlink_switch_tbs": {
                "description": "NVSwitch 带宽（TB/s）",
                "type": "number",
                "x-unit": "TB/s"
              },
              "nvlink_interconnect_tbs": {
                "description": "NVLink 互联带宽（TB/s）",
                "type": "number",
                "x-unit": "TB/s"
              },
              "infinity_fabric_links": {
                "description": "Infinity Fabric 链路数（条）",
                "type": "number",
                "x-unit": "条"
              },
              "infinity_fabric_gbs": {
                "description": "Infinity Fabric 带宽（GB/s）",
                "type": "number",
                "x-unit": "GB/s"
              },
              "roce_bandwidth_gbs": {
                "description": "RoCE 带宽（GB/s）",
                "type": "number",
                "x-unit": "GB/s"
              },
              "blackwell_gpu_count": {
                "description": "Blackwell GPU 数量（卡）",
                "type": "number",
                "x-unit": "卡"
              },
              "cpu_core_count": {
                "description": "CPU 核心数（核）",
                "type": "number",
                "x-unit": "核"
              },
              "cpu_mem_gb": {
                "description": "CPU 内存容量（GB）",
                "type": "number",
                "x-unit": "GB"
              },
              "cpu_mem_bw_gbs": {
                "description": "CPU 内存带宽（GB/s）",
                "type": "number",
                "x-unit": "GB/s"
              },
              "cluster_nodes": {
                "description": "集群节点数（个）",
                "type": "number",
                "x-unit": "个"
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "properties": {
              "vram_gb": {
                "description": "显存容量（GB） ｜ 单卡容量；整机聚合值不得填此字段",
                "type": "number",
                "x-unit": "GB"
              },
              "mem_type": {
                "description": "显存代际",
                "type": "string",
                "enum": [
                  "HBM4",
                  "HBM3e",
                  "HBM3",
                  "HBM2e",
                  "HBM2",
                  "GDDR7",
                  "GDDR6X",
                  "GDDR6",
                  "LPDDR5X",
                  "DDR5",
                  "其他"
                ]
              },
              "mem_bw_tbps": {
                "description": "显存带宽（TB/s）",
                "type": "number",
                "x-unit": "TB/s"
              },
              "fp8_tflops": {
                "description": "FP8 算力（TFLOPS） ｜ 必须标 dense/sparse；稀疏值不得混填",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "fp16_tflops": {
                "description": "FP16/BF16 算力（TFLOPS） ｜ 必须标 dense/sparse",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "fp32_tflops": {
                "description": "FP32 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "tf32_tensor_tflops": {
                "description": "TF32 Tensor Core 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "bfloat16_tensor_tflops": {
                "description": "BFLOAT16 Tensor Core 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "fp64_tflops": {
                "description": "FP64 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "fp64_tensor_tflops": {
                "description": "FP64 Tensor Core 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "int8_tensor_tflops": {
                "description": "INT8 Tensor Core 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "int8_tensor_tops": {
                "description": "INT8 Tensor Core 算力（TOPS）",
                "type": "number",
                "x-unit": "TOPS"
              },
              "int4_tensor_tops": {
                "description": "INT4 Tensor Core 算力（TOPS）",
                "type": "number",
                "x-unit": "TOPS"
              },
              "ai_tops": {
                "description": "AI TOPS（TOPS） ｜ 厂商口径不统一，须带 qualifier 标注精度",
                "type": "number",
                "x-unit": "TOPS"
              },
              "tdp_w": {
                "description": "整卡功耗（W）",
                "type": "number",
                "x-unit": "W"
              },
              "tgp_w": {
                "description": "整卡功耗（W）",
                "type": "number",
                "x-unit": "W"
              },
              "mig_instances": {
                "description": "MIG 实例上限（个）",
                "type": "number",
                "x-unit": "个"
              },
              "form_factor": {
                "description": "板卡形态 ｜ 厂商原文；归一建议值 SXM/PCIe/OAM/Mezzanine",
                "type": "string"
              },
              "pcie_gen": {
                "description": "PCIe 代际 ｜ 归一建议值 Gen4/Gen5/Gen6；原文保留于来源快照",
                "type": "string"
              },
              "interconnect": {
                "description": "互联形态",
                "type": "string"
              },
              "nvlink_gbs": {
                "description": "NVLink 带宽（GB/s）",
                "type": "number",
                "x-unit": "GB/s"
              },
              "nvlink_bw_tbs": {
                "description": "NVLink 带宽（TB/s）",
                "type": "number",
                "x-unit": "TB/s"
              },
              "cuda_cores": {
                "description": "CUDA 核心数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "tensor_cores": {
                "description": "Tensor Core 数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "rt_cores": {
                "description": "RT Core 数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "rt_core_tflops": {
                "description": "RT Core 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "mem_clock_ghz": {
                "description": "显存时钟（GHz）",
                "type": "number",
                "x-unit": "GHz"
              },
              "mem_interface_bits": {
                "description": "显存位宽（bit）",
                "type": "number",
                "x-unit": "bit"
              },
              "llc_mb": {
                "description": "末级缓存（MB）",
                "type": "number",
                "x-unit": "MB"
              },
              "compute_units": {
                "description": "计算单元数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "stream_processors": {
                "description": "流处理器数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "matrix_cores": {
                "description": "矩阵核心数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "peak_engine_clock_mhz": {
                "description": "峰值引擎时钟（MHz）",
                "type": "number",
                "x-unit": "MHz"
              },
              "media_decoders": {
                "description": "解码器配置",
                "type": "string"
              },
              "display_ports": {
                "description": "显示接口",
                "type": "string"
              },
              "memory_ecc": {
                "description": "ECC 支持",
                "type": "string"
              },
              "board_cooling": {
                "description": "板卡散热",
                "type": "string"
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "properties": {
              "gpu_count": {
                "description": "GPU 数量（卡）",
                "type": "number",
                "x-unit": "卡"
              },
              "blackwell_gpu_count": {
                "description": "Blackwell GPU 数量（卡）",
                "type": "number",
                "x-unit": "卡"
              },
              "aggregate_vram_gb": {
                "description": "聚合显存（GB） ｜ 整机聚合口径，禁止与单卡 vram_gb 比较",
                "type": "number",
                "x-unit": "GB"
              },
              "aggregate_mem_bw_tbps": {
                "description": "聚合显存带宽（TB/s）",
                "type": "number",
                "x-unit": "TB/s"
              },
              "hbm_bw_tbs": {
                "description": "HBM 带宽（TB/s）",
                "type": "number",
                "x-unit": "TB/s"
              },
              "cpu_platform": {
                "description": "CPU 平台",
                "type": "string"
              },
              "cpu_cores_total": {
                "description": "CPU 总核心数（核）",
                "type": "number",
                "x-unit": "核"
              },
              "cpu_core_count": {
                "description": "CPU 核心数（核）",
                "type": "number",
                "x-unit": "核"
              },
              "cpu_mem_gb": {
                "description": "CPU 内存容量（GB）",
                "type": "number",
                "x-unit": "GB"
              },
              "cpu_mem_bw_tbs": {
                "description": "CPU 内存带宽（TB/s）",
                "type": "number",
                "x-unit": "TB/s"
              },
              "cpu_mem_bw_gbs": {
                "description": "CPU 内存带宽（GB/s）",
                "type": "number",
                "x-unit": "GB/s"
              },
              "system_mem_tb": {
                "description": "系统内存（TB）",
                "type": "number",
                "x-unit": "TB"
              },
              "form_u": {
                "description": "机箱高度（U）",
                "type": "number",
                "x-unit": "U"
              },
              "max_power_kw": {
                "description": "整机最大功率（kW）",
                "type": "number",
                "x-unit": "kW"
              },
              "cooling": {
                "description": "散热方式",
                "type": "string"
              },
              "network": {
                "description": "网络配置",
                "type": "string"
              },
              "fp4_pflops": {
                "description": "FP4 算力（PFLOPS）",
                "type": "number",
                "x-unit": "PFLOPS"
              },
              "nvfp4_pflops": {
                "description": "NVFP4 算力（PFLOPS）",
                "type": "number",
                "x-unit": "PFLOPS"
              },
              "fp8_pflops": {
                "description": "FP8 算力（PFLOPS）",
                "type": "number",
                "x-unit": "PFLOPS"
              },
              "fp8_fp6_pflops": {
                "description": "FP8/FP6 算力（PFLOPS）",
                "type": "number",
                "x-unit": "PFLOPS"
              },
              "fp16_bf16_pflops": {
                "description": "FP16/BF16 算力（PFLOPS）",
                "type": "number",
                "x-unit": "PFLOPS"
              },
              "tf32_pflops": {
                "description": "TF32 算力（PFLOPS）",
                "type": "number",
                "x-unit": "PFLOPS"
              },
              "int8_pops": {
                "description": "INT8 算力（POPS）",
                "type": "number",
                "x-unit": "POPS"
              },
              "aggregate_fp32_tflops": {
                "description": "聚合 FP32 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "aggregate_fp64_tflops": {
                "description": "聚合 FP64 算力（TFLOPS）",
                "type": "number",
                "x-unit": "TFLOPS"
              },
              "nvswitch_count": {
                "description": "NVSwitch 数量（个）",
                "type": "number",
                "x-unit": "个"
              },
              "nvlink_bw_tbs": {
                "description": "NVLink 带宽（TB/s）",
                "type": "number",
                "x-unit": "TB/s"
              },
              "nvlink_switch_tbs": {
                "description": "NVSwitch 带宽（TB/s）",
                "type": "number",
                "x-unit": "TB/s"
              },
              "cluster_nodes": {
                "description": "集群节点数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "storage_os_nvme_tb": {
                "description": "系统 NVMe 容量 ｜ 厂商原文含单位，文本保存",
                "type": "string"
              },
              "storage_internal_nvme_tb": {
                "description": "内置 NVMe 容量 ｜ 厂商原文含单位，文本保存",
                "type": "string"
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "properties": {
              "gpu_count": {
                "description": "GPU 数量（卡）",
                "type": "number",
                "x-unit": "卡"
              },
              "vram_gb": {
                "description": "显存容量（GB） ｜ 单卡容量；整机聚合值不得填此字段",
                "type": "number",
                "x-unit": "GB"
              },
              "aggregate_vram_gb": {
                "description": "聚合显存（GB） ｜ 整机聚合口径，禁止与单卡 vram_gb 比较",
                "type": "number",
                "x-unit": "GB"
              },
              "cpu_platform": {
                "description": "CPU 平台",
                "type": "string"
              },
              "cpu_core_count": {
                "description": "CPU 核心数（核）",
                "type": "number",
                "x-unit": "核"
              },
              "system_mem_gb": {
                "description": "系统内存（GB）",
                "type": "number",
                "x-unit": "GB"
              },
              "tdp_w": {
                "description": "整卡功耗（W）",
                "type": "number",
                "x-unit": "W"
              },
              "max_power_kw": {
                "description": "整机最大功率（kW）",
                "type": "number",
                "x-unit": "kW"
              },
              "form_factor": {
                "description": "板卡形态 ｜ 厂商原文；归一建议值 SXM/PCIe/OAM/Mezzanine",
                "type": "string"
              },
              "pcie_gen": {
                "description": "PCIe 代际 ｜ 归一建议值 Gen4/Gen5/Gen6；原文保留于来源快照",
                "type": "string"
              },
              "cooling": {
                "description": "散热方式",
                "type": "string"
              },
              "npu_tops": {
                "description": "NPU 算力（TOPS） ｜ AI PC 厂商口径不统一，须带 qualifier",
                "type": "number",
                "x-unit": "TOPS"
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "properties": {
              "npu_tops": {
                "description": "NPU 算力（TOPS） ｜ AI PC 厂商口径不统一，须带 qualifier",
                "type": "number",
                "x-unit": "TOPS"
              },
              "vram_gb": {
                "description": "显存容量（GB） ｜ 单卡容量；整机聚合值不得填此字段",
                "type": "number",
                "x-unit": "GB"
              },
              "system_mem_gb": {
                "description": "系统内存（GB）",
                "type": "number",
                "x-unit": "GB"
              },
              "cpu_platform": {
                "description": "CPU 平台",
                "type": "string"
              },
              "tdp_w": {
                "description": "整卡功耗（W）",
                "type": "number",
                "x-unit": "W"
              },
              "form_factor": {
                "description": "板卡形态 ｜ 厂商原文；归一建议值 SXM/PCIe/OAM/Mezzanine",
                "type": "string"
              },
              "ai_tops": {
                "description": "AI TOPS（TOPS） ｜ 厂商口径不统一，须带 qualifier 标注精度",
                "type": "number",
                "x-unit": "TOPS"
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "properties": {
              "port_speed_gbps": {
                "description": "单端口速率（Gb/s）",
                "type": "number",
                "x-unit": "Gb/s"
              },
              "ports": {
                "description": "端口数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "rdma": {
                "description": "RDMA 支持",
                "type": "string"
              },
              "interface": {
                "description": "总线接口",
                "type": "string"
              },
              "latency_us": {
                "description": "端口延迟（μs）",
                "type": "number",
                "x-unit": "μs"
              },
              "roce_bandwidth_gbs": {
                "description": "RoCE 带宽（GB/s）",
                "type": "number",
                "x-unit": "GB/s"
              },
              "pcie_gen": {
                "description": "PCIe 代际 ｜ 归一建议值 Gen4/Gen5/Gen6；原文保留于来源快照",
                "type": "string"
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "properties": {
              "capacity_gb": {
                "description": "单条容量（GB）",
                "type": "number",
                "x-unit": "GB"
              },
              "mem_gen": {
                "description": "内存代际",
                "type": "string"
              },
              "data_rate_gbps": {
                "description": "数据速率（Gb/s）",
                "type": "number",
                "x-unit": "Gb/s"
              },
              "bandwidth_gbs": {
                "description": "带宽（GB/s）",
                "type": "number",
                "x-unit": "GB/s"
              },
              "stack_height": {
                "description": "堆叠层数（层）",
                "type": "number",
                "x-unit": "层"
              },
              "memory_ecc": {
                "description": "ECC 支持",
                "type": "string"
              },
              "process_node": {
                "description": "制程节点",
                "type": "string"
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "properties": {
              "capacity_gb": {
                "description": "单条容量（GB）",
                "type": "number",
                "x-unit": "GB"
              },
              "bandwidth_gbs": {
                "description": "带宽（GB/s）",
                "type": "number",
                "x-unit": "GB/s"
              },
              "interface": {
                "description": "总线接口",
                "type": "string"
              },
              "pcie_gen": {
                "description": "PCIe 代际 ｜ 归一建议值 Gen4/Gen5/Gen6；原文保留于来源快照",
                "type": "string"
              },
              "latency_us": {
                "description": "端口延迟（μs）",
                "type": "number",
                "x-unit": "μs"
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "properties": {
              "max_power_kw": {
                "description": "整机最大功率（kW）",
                "type": "number",
                "x-unit": "kW"
              },
              "tdp_w": {
                "description": "整卡功耗（W）",
                "type": "number",
                "x-unit": "W"
              },
              "cooling": {
                "description": "散热方式",
                "type": "string"
              },
              "form_factor": {
                "description": "板卡形态 ｜ 厂商原文；归一建议值 SXM/PCIe/OAM/Mezzanine",
                "type": "string"
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "properties": {
              "max_power_kw": {
                "description": "整机最大功率（kW）",
                "type": "number",
                "x-unit": "kW"
              },
              "cooling": {
                "description": "散热方式",
                "type": "string"
              },
              "form_factor": {
                "description": "板卡形态 ｜ 厂商原文；归一建议值 SXM/PCIe/OAM/Mezzanine",
                "type": "string"
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "properties": {
              "params_total_b": {
                "description": "总参数量（B） ｜ MoE 需同时填激活参数量；来自 safetensors 权重统计",
                "type": "number",
                "x-unit": "B"
              },
              "params_active_b": {
                "description": "激活参数量（B） ｜ Dense 模型与总参数量相同",
                "type": "number",
                "x-unit": "B"
              },
              "architecture": {
                "description": "架构",
                "type": "string",
                "enum": [
                  "Dense",
                  "MoE",
                  "Hybrid",
                  "其他"
                ]
              },
              "context_k": {
                "description": "上下文长度（K tokens）",
                "type": "number",
                "x-unit": "K tokens"
              },
              "license": {
                "description": "许可证 ｜ 时变属性：变更只追加新值，不覆盖历史",
                "type": "string",
                "enum": [
                  "Apache-2.0",
                  "MIT",
                  "BSD-3-Clause",
                  "GPL-3.0",
                  "Llama Community",
                  "CC-BY-NC",
                  "自定义/需核对",
                  "未知"
                ]
              },
              "modalities": {
                "description": "模态",
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "quantization": {
                "description": "官方量化支持",
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "repo_stars": {
                "description": "仓库 Stars（个） ｜ GitHub API 动态指标，带 as_of 时间戳",
                "type": "number",
                "x-unit": "个"
              },
              "hf_downloads": {
                "description": "Hub 下载量（次） ｜ Hugging Face Hub API 下载计数，带 as_of",
                "type": "number",
                "x-unit": "次"
              },
              "hf_likes": {
                "description": "Hub 点赞数（个）",
                "type": "number",
                "x-unit": "个"
              },
              "pipeline_tag": {
                "description": "任务类型",
                "type": "string"
              },
              "model_type": {
                "description": "模型结构",
                "type": "string"
              },
              "library_name": {
                "description": "生态库",
                "type": "string"
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "properties": {
              "deploy_mode": {
                "description": "部署方式",
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "protocols": {
                "description": "协议支持",
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "model_compat": {
                "description": "模型兼容",
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "pricing_model": {
                "description": "计费口径 ｜ 平台费与模型费必须分层",
                "type": "string",
                "enum": [
                  "开源免费",
                  "按席位",
                  "按量",
                  "平台费+模型费",
                  "企业授权"
                ]
              },
              "self_host": {
                "description": "支持自托管",
                "type": "boolean"
              },
              "repo_stars": {
                "description": "仓库 Stars（个） ｜ GitHub API 动态指标，带 as_of 时间戳",
                "type": "number",
                "x-unit": "个"
              },
              "license": {
                "description": "许可证 ｜ 时变属性：变更只追加新值，不覆盖历史",
                "type": "string",
                "enum": [
                  "Apache-2.0",
                  "MIT",
                  "BSD-3-Clause",
                  "GPL-3.0",
                  "Llama Community",
                  "CC-BY-NC",
                  "自定义/需核对",
                  "未知"
                ]
              },
              "language": {
                "description": "主语言",
                "type": "string"
              },
              "topics": {
                "description": "主题标签",
                "type": "string"
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "properties": {
              "deploy_mode": {
                "description": "部署方式",
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "protocols": {
                "description": "协议支持",
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "model_compat": {
                "description": "模型兼容",
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "pricing_model": {
                "description": "计费口径 ｜ 平台费与模型费必须分层",
                "type": "string",
                "enum": [
                  "开源免费",
                  "按席位",
                  "按量",
                  "平台费+模型费",
                  "企业授权"
                ]
              },
              "self_host": {
                "description": "支持自托管",
                "type": "boolean"
              },
              "repo_stars": {
                "description": "仓库 Stars（个） ｜ GitHub API 动态指标，带 as_of 时间戳",
                "type": "number",
                "x-unit": "个"
              },
              "license": {
                "description": "许可证 ｜ 时变属性：变更只追加新值，不覆盖历史",
                "type": "string",
                "enum": [
                  "Apache-2.0",
                  "MIT",
                  "BSD-3-Clause",
                  "GPL-3.0",
                  "Llama Community",
                  "CC-BY-NC",
                  "自定义/需核对",
                  "未知"
                ]
              },
              "topics": {
                "description": "主题标签",
                "type": "string"
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "properties": {
              "license": {
                "description": "许可证 ｜ 时变属性：变更只追加新值，不覆盖历史",
                "type": "string",
                "enum": [
                  "Apache-2.0",
                  "MIT",
                  "BSD-3-Clause",
                  "GPL-3.0",
                  "Llama Community",
                  "CC-BY-NC",
                  "自定义/需核对",
                  "未知"
                ]
              },
              "repo_stars": {
                "description": "仓库 Stars（个） ｜ GitHub API 动态指标，带 as_of 时间戳",
                "type": "number",
                "x-unit": "个"
              },
              "deploy_mode": {
                "description": "部署方式",
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "protocols": {
                "description": "协议支持",
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "language": {
                "description": "主语言",
                "type": "string"
              },
              "topics": {
                "description": "主题标签",
                "type": "string"
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "properties": {
              "os_type": {
                "description": "系统类型",
                "type": "string"
              },
              "kernel": {
                "description": "内核",
                "type": "string"
              },
              "npu_support": {
                "description": "NPU 支持",
                "type": "string"
              },
              "license": {
                "description": "许可证 ｜ 时变属性：变更只追加新值，不覆盖历史",
                "type": "string",
                "enum": [
                  "Apache-2.0",
                  "MIT",
                  "BSD-3-Clause",
                  "GPL-3.0",
                  "Llama Community",
                  "CC-BY-NC",
                  "自定义/需核对",
                  "未知"
                ]
              },
              "deploy_mode": {
                "description": "部署方式",
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "repo_stars": {
                "description": "仓库 Stars（个） ｜ GitHub API 动态指标，带 as_of 时间戳",
                "type": "number",
                "x-unit": "个"
              },
              "protocols": {
                "description": "协议支持",
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "language": {
                "description": "主语言",
                "type": "string"
              }
            },
            "additionalProperties": false
          }
        ]
      }
    }
  }
}