[{"data":1,"prerenderedAt":500},["ShallowReactive",2],{"guide:zh:field-operations/ai-assistant":3},{"id":4,"title":5,"body":6,"description":492,"extension":493,"meta":494,"navigation":495,"path":496,"seo":497,"stem":498,"__hash__":499},"guide_zh/zh/user/field-operations/ai-assistant.md","AI 助手 — 自然语言搜索与地图查询",{"type":7,"value":8,"toc":463},"minimark",[9,14,18,23,26,30,58,62,65,75,81,84,101,104,107,110,117,120,124,127,130,146,149,163,166,169,177,180,194,197,200,211,214,220,222,226,229,232,235,249,252,266,270,281,283,287,294,297,300,314,317,320,340,343,361,364,371,382,385,425,434,436,439,445,451,457],[10,11,13],"h1",{"id":12},"ai-助手","AI 助手",[15,16,17],"p",{},"Aptli 的 AI 助手加速了对资产和运营数据的发现。用自然语言提问——\"显示变电站附近的电缆走线\"或\"哪些站点库存低于最低水平？\"——系统在调用 AI 提供商之前会先搜索您的地图要素、工单和数据库。您还可以在地图上绘制套索区域查询范围内的所有内容，AI 还可在导入 CSV 或 XLSX 文件时帮助映射列标题。",[19,20,22],"h2",{"id":21},"ai-工具栏","AI 工具栏",[15,24,25],{},"AI 工具栏是询问数据问题的主要方式。它出现在顶部导航栏（桌面端），在移动端也可从地图页面访问。",[27,28,29],"h3",{"id":29},"打开工具栏",[31,32,33,46,52],"ul",{},[34,35,36,40,41,45],"li",{},[37,38,39],"strong",{},"键盘快捷键："," ",[42,43,44],"code",{},"Enter","（当没有输入字段聚焦时）立即打开 AI 输入",[34,47,48,51],{},[37,49,50],{},"点击："," 点击工具栏中的 AI 图标",[34,53,54,57],{},[37,55,56],{},"地图页面："," 在地图侧边栏顶部作为固定输入框显示",[27,59,61],{"id":60},"工作原理-分层搜索","工作原理 — 分层搜索",[15,63,64],{},"提交查询时，系统按顺序尝试三个层级，一旦获得可信答案即停止：",[66,67,72],"pre",{"className":68,"code":70,"language":71},[69],"language-text","1. 本地  → 搜索地图中已加载的要素（即时，无需服务器调用）\n           → 按名称/属性值返回匹配的点、线、多边形\n           ↓ 无匹配？\n2. 服务器 → 查询数据库中的要素、工单、报告、用户\n           → 全文 + 结构化过滤\n           ↓ 仍无匹配，或查询是一个句子？\n3. AI     → 将查询发送至配置的 AI 提供商\n           → 提供商解释问题并返回结构化数据\n","text",[42,73,70],{"__ignoreMap":74},"",[15,76,77,80],{},[37,78,79],{},"句子检测","决定查询是否应直接跳至第三层。\"显示变电站附近所有电缆走线\"等查询被检测为自然语言并直接发送给 AI；\"电缆 42\"等简短查询则先经过本地和服务器搜索。",[27,82,83],{"id":83},"可以询问的内容",[31,85,86,89,92,95,98],{},[34,87,88],{},"要素查找：\"杆塔 A-123\"、\"所有非活跃站点\"、\"容量 > 100 的线要素\"",[34,90,91],{},"工作状态：\"分配给 Sarah 的未完成工单\"、\"本周提交的报告\"",[34,93,94],{},"位置查询：\"主街和第 5 街附近的要素\"",[34,96,97],{},"聚合：\"B 区有多少任务逾期\"",[34,99,100],{},"属性：\"计量单位为米的资源\"",[27,102,103],{"id":103},"速率限制",[15,105,106],{},"每个用户每小时有 AI 查询次数限制（默认 20 次，管理员可在 AI 设置中配置）。本地搜索和服务器搜索不计入此限制——只有第三层 AI 调用计入。当您接近限制时，工具栏会显示剩余配额。",[27,108,109],{"id":109},"提供商和模型设置",[15,111,112,113,116],{},"管理员在",[37,114,115],{},"管理 → 设置 → AI"," 中配置 AI 提供商和模型。如果 AI 响应不可用或出现问题，请联系您的管理员。",[118,119],"hr",{},[19,121,123],{"id":122},"ai-套索模式","AI 套索模式",[15,125,126],{},"AI 套索是一种地图工具，允许您绘制自由手势区域，并向 AI 询问该区域内的所有内容。",[27,128,129],{"id":129},"激活套索模式",[131,132,133,136,143],"ol",{},[34,134,135],{},"打开地图",[34,137,138,139,142],{},"从模式选择器中选择 ",[37,140,141],{},"AI 套索","（地图工具栏中的橙色多边形图标）",[34,144,145],{},"光标变为十字准线",[27,147,148],{"id":148},"绘制查询区域",[131,150,151,154,157,160],{},[34,152,153],{},"点击（或触摸）放置第一个点",[34,155,156],{},"继续点击以描绘感兴趣的区域",[34,158,159],{},"双击（或触摸起始点）以闭合多边形",[34,161,162],{},"地图上出现橙色多边形；AI 查询面板自动打开",[27,164,165],{"id":165},"查询",[15,167,168],{},"套索收集：",[31,170,171,174],{},[34,172,173],{},"绘制区域内的所有 Aptli 要素（点、线、多边形）",[34,175,176],{},"同一区域的 OSM / Overpass 上下文（道路名称、土地用途、基础设施类型）",[15,178,179],{},"这些综合上下文会与您的问题一起发送给 AI。您可以询问：",[31,181,182,185,188,191],{},[34,183,184],{},"\"这个街区穿越了哪些基础设施？\"",[34,186,187],{},"\"总结覆盖此区域的工单\"",[34,189,190],{},"\"有没有没有分配维护区域的要素？\"",[34,192,193],{},"\"此多边形内哪些站点低于最低库存？\"",[27,195,196],{"id":196},"编辑多边形",[15,198,199],{},"首次查询后橙色套索多边形仍可编辑：",[31,201,202,205,208],{},[34,203,204],{},"拖动顶点以调整大小",[34,206,207],{},"点击边以添加新顶点",[34,209,210],{},"重新提交查询以使用新形状刷新结果",[27,212,213],{"id":213},"清除套索",[15,215,216,217,219],{},"点击",[37,218,213],{},"按钮（×）或切换到任何其他地图模式。橙色多边形即被移除。",[118,221],{},[19,223,225],{"id":224},"示意图-ai-上下文","示意图 AI 上下文",[15,227,228],{},"在示意图页面，专用的 AI 上下文构建器会汇总打开的图表并将其发送给 AI 进行推理。",[27,230,231],{"id":231},"功能说明",[15,233,234],{},"AI 构建图表的结构化摘要，包括：",[31,236,237,240,243,246],{},[34,238,239],{},"节点类型和数量（变压器、分路器、端点等的数量）",[34,241,242],{},"边类型和连接关系（哪些节点与哪些节点相连）",[34,244,245],{},"容量和负载注释（如果示意图属性中存在）",[34,247,248],{},"孤立节点（没有连接的节点）",[15,250,251],{},"该结构化摘要作为上下文与您的查询一起发送，因此您可以询问：",[31,253,254,257,260,263],{},[34,255,256],{},"\"哪个段的负载最高？\"",[34,258,259],{},"\"找出没有下游连接的节点\"",[34,261,262],{},"\"如果节点 7 发生故障会怎样？\"",[34,264,265],{},"\"总结从前端到端点 E-42 的路径\"",[27,267,269],{"id":268},"访问示意图-ai","访问示意图 AI",[131,271,272,275,278],{},[34,273,274],{},"从示意图页面或从要素的关系面板打开示意图",[34,276,277],{},"AI 输入框出现在示意图工具栏中（图表视图右上角）",[34,279,280],{},"输入您的问题并按 Enter",[118,282],{},[19,284,286],{"id":285},"ai-列映射csv-xlsx-导入","AI 列映射（CSV / XLSX 导入）",[15,288,289,290,293],{},"使用",[37,291,292],{},"数据传输","面板（或批量导入工作流）导入 CSV 或 XLSX 文件时，AI 辅助将文件列标题映射到 Aptli 的字段 schema。",[27,295,296],{"id":296},"列映射工作原理",[15,298,299],{},"上传文件后：",[131,301,302,305,308,311],{},[34,303,304],{},"Aptli 读取文件的第一行（标题）",[34,306,307],{},"对于每个标题，AI 建议最佳匹配的 Aptli 字段（名称、纬度、经度、资源、站点、状态等）",[34,309,310],{},"匹配的列在映射表中预填充",[34,312,313],{},"未匹配的列标记为需要手动分配或跳过",[27,315,316],{"id":316},"审查和确认",[15,318,319],{},"映射表显示：",[31,321,322,328,334],{},[34,323,324,327],{},[37,325,326],{},"文件列"," — 您的原始标题名称",[34,329,330,333],{},[37,331,332],{},"映射字段"," — Aptli 建议的字段",[34,335,336,339],{},[37,337,338],{},"示例值"," — 该列的前 3 行数据",[15,341,342],{},"您可以：",[31,344,345,348,351,354],{},[34,346,347],{},"接受建议（点击复选标记）",[34,349,350],{},"更改映射（下拉选择）",[34,352,353],{},"跳过该列（切换关闭）",[34,355,356,357,360],{},"标记为自定义属性（存储在 ",[42,358,359],{},"properties"," 对象中）",[27,362,363],{"id":363},"应用导入",[15,365,366,367,370],{},"映射确认后，点击",[37,368,369],{},"应用","。系统将：",[131,372,373,376,379],{},[34,374,375],{},"根据确认的映射处理每一行",[34,377,378],{},"在目标模型中创建或更新记录（要素、资源、库存项目等）",[34,380,381],{},"报告已创建 / 已更新 / 已跳过 / 失败的行数",[27,383,384],{"id":384},"支持的文件类型",[386,387,388,401],"table",{},[389,390,391],"thead",{},[392,393,394,398],"tr",{},[395,396,397],"th",{},"类型",[395,399,400],{},"说明",[402,403,404,415],"tbody",{},[392,405,406,412],{},[407,408,409],"td",{},[42,410,411],{},".csv",[407,413,414],{},"UTF-8 或 UTF-8-BOM；第一行为标题",[392,416,417,422],{},[407,418,419],{},[42,420,421],{},".xlsx",[407,423,424],{},"仅第一个工作表；富文本单元格转换为纯文本",[15,426,427,428,433],{},"对于 GIS 专用格式（GDB、SHP、GeoPackage、DXF、DGN），请参阅 ",[429,430,432],"a",{"href":431},"/guide/field-operations/imports/","GIS 文件导入","——这些格式通过不同的处理流程。",[118,435],{},[19,437,438],{"id":438},"提示与限制",[15,440,441,444],{},[37,442,443],{},"AI 查询需要网络连接。"," 第三层 AI 调用发送到外部提供商。本地（第一层）和服务器（第二层）搜索可离线使用。",[15,446,447,450],{},[37,448,449],{},"AI 不修改数据。"," 所有 AI 输出均为只读。保存、创建或删除记录始终需要明确的用户操作。",[15,452,453,456],{},[37,454,455],{},"上下文窗口。"," 非常大的示意图或要素集在发送给 AI 之前可能会被压缩摘要。如果结果看起来不完整，请尝试缩小套索区域或在查询中更加具体。",[15,458,459,462],{},[37,460,461],{},"提供商中断。"," 如果配置的 AI 提供商不可用，第三层搜索会优雅地失败并显示错误消息。第一层和第二层仍然正常工作。",{"title":74,"searchDepth":464,"depth":464,"links":465},2,[466,474,481,485,491],{"id":21,"depth":464,"text":22,"children":467},[468,470,471,472,473],{"id":29,"depth":469,"text":29},3,{"id":60,"depth":469,"text":61},{"id":83,"depth":469,"text":83},{"id":103,"depth":469,"text":103},{"id":109,"depth":469,"text":109},{"id":122,"depth":464,"text":123,"children":475},[476,477,478,479,480],{"id":129,"depth":469,"text":129},{"id":148,"depth":469,"text":148},{"id":165,"depth":469,"text":165},{"id":196,"depth":469,"text":196},{"id":213,"depth":469,"text":213},{"id":224,"depth":464,"text":225,"children":482},[483,484],{"id":231,"depth":469,"text":231},{"id":268,"depth":469,"text":269},{"id":285,"depth":464,"text":286,"children":486},[487,488,489,490],{"id":296,"depth":469,"text":296},{"id":316,"depth":469,"text":316},{"id":363,"depth":469,"text":363},{"id":384,"depth":469,"text":384},{"id":438,"depth":464,"text":438},"用自然语言询问关于资产、工单和地图要素的问题。在地图上绘制 AI 套索以查询任意地理区域、分析示意图，或自动映射导入列。","md",{},true,"/zh/user/field-operations/ai-assistant",{"title":5,"description":492},"zh/user/field-operations/ai-assistant","zxb8l-bA650q6J_UM6jZ1ZS0OcI-H7oVL58YgGQQwzI",1780539260125]