chore: update

e32f5936 · 王鹏飞 · 5e707104 · e32f5936 · e32f5936 · e32f5936
--- a/src/App.tsx
+++ b/src/App.tsx
 import { Suspense, useEffect } from 'react'
 import { Spin } from 'antd'
-import { useRoutes, useSearchParams, useLocation } from 'react-router'
+import { useRoutes, useLocation, useNavigate } from 'react-router'
 import routes from './router/routes'
 import './App.scss'

@@ -9,17 +9,16 @@ const experimentId = params.get('experiment_id') || '7028276368903241728'

 const App = () => {
  const element = useRoutes(routes)
-  const [searchParams, setSearchParams] = useSearchParams()
  const location = useLocation()
+  const navigate = useNavigate()

  useEffect(() => {
-    const currentId = searchParams.get('experiment_id')
-    if (!currentId) {
-      const newSearchParams = new URLSearchParams(location.search)
-      newSearchParams.set('experiment_id', experimentId)
-      setSearchParams(newSearchParams)
+    const params = new URLSearchParams(location.search)
+    if (!params.get('experiment_id')) {
+      params.set('experiment_id', experimentId)
+      navigate({ search: params.toString() }, { replace: true })
    }
-  }, [location.search, searchParams, setSearchParams])
+  }, [location, navigate])

  return (
    <Suspense

--- a/src/components/ai/AIChat.tsx
+++ b/src/components/ai/AIChat.tsx
@@ -26,10 +26,10 @@ export default function AIChat() {
  const handleEnterSearch = (e: KeyboardEvent<HTMLTextAreaElement>) => {
    if (e.key === 'Enter' && !e.shiftKey) {
      e.preventDefault()
-      handleSearch()
+      handleAI()
    }
  }
-  const handleSearch = () => {
+  const handleAI = () => {
    setContent('')
    post({ messages: [{ role: 'user', content }] })
  }
@@ -75,13 +75,7 @@ export default function AIChat() {
                variant="filled"
                suffixIcon={null}
                popupMatchSelectWidth={110}></Select>
-              <Button
-                type="primary"
-                shape="circle"
-                icon={<ArrowUpOutlined />}
-                onClick={handleSearch}
-                loading={isLoading}
-              />
+              <Button type="primary" shape="circle" icon={<ArrowUpOutlined />} onClick={handleAI} loading={isLoading} />
            </div>
            <div className="upload-list"></div>
          </div>

--- a/src/modules/data/preprocess/error/components/ButtonModal.tsx
+++ b/src/modules/data/preprocess/error/components/ButtonModal.tsx
@@ -7,29 +7,36 @@ import { useAI } from '@/hooks/useAI'
 import prompt from '@/utils/prompt'
 import { useProcessData } from '../query'

+interface ResultItem {
+  name: string
+  desc: string
+}
 export default function ButtonModal() {
  const [searchParams] = useSearchParams()
+  const { fieldOptions, getFieldName } = useDataFieldQuery()
+  const [results, setResults] = useState<ResultItem[]>([])
+  const resultsOptions = results.map((result) => ({
+    label: result.name,
+    value: fieldOptions.find((option) => option.label === result.name)?.value || '',
+  }))

+  const selectOptions = resultsOptions.length ? resultsOptions : fieldOptions
  const { isLoading, post } = useAI({
    onComplete: (message) => {
-      try {
-        const parse = JSON.parse(message.content)
-        console.log(parse)
-      } catch (error) {
-        console.error(error)
-      }
+      if (!message.content) return
+      const parse = JSON.parse(message.content)
+      console.log(parse)
+      setResults(parse.results || [])
    },
  })

-  const handleSearch = () => {
+  const handleAI = () => {
    post({
      response_format: { type: 'json_object' },
      messages: [{ role: 'user', content: prompt.error }],
    })
  }

-  const { fieldOptions, getFieldName } = useDataFieldQuery()
-
  const [open, setOpen] = useState(false)
  useEffect(() => {
    if (searchParams.get('results')) {
@@ -40,6 +47,7 @@ export default function ButtonModal() {
  const [form] = Form.useForm()
  const initialValues = {
    action: '取该字段平均值',
+    field: searchParams.get('results') || '',
  }

  const field = Form.useWatch('field', form)
@@ -59,6 +67,7 @@ export default function ButtonModal() {
    setOpen(false)
    setCurrent(0)
    remove()
+    setResults([])
  }

  const steps = [
@@ -66,9 +75,9 @@ export default function ButtonModal() {
      title: '请选择逻辑错误值字段',
      content: (
        <Form.Item name="field" rules={[{ required: true, message: '请选择逻辑错误值字段' }]}>
-          <Radio.Group>
+          <Radio.Group style={{ width: '100%' }}>
            <Row gutter={[10, 10]}>
-              {fieldOptions.map((item) => (
+              {selectOptions.map((item) => (
                <Col span={6} key={item.value}>
                  <Radio value={item.value}>{item.label}</Radio>
                </Col>
@@ -132,7 +141,7 @@ export default function ButtonModal() {
        footer={
          <Flex justify="center" gap={20}>
            {current === 0 && (
-              <Button type="primary" loading={isLoading} onClick={handleSearch}>
+              <Button type="primary" loading={isLoading} onClick={handleAI}>
                检查逻辑错误值字段
              </Button>
            )}

--- a/src/modules/data/preprocess/max/components/ButtonModal.tsx
+++ b/src/modules/data/preprocess/max/components/ButtonModal.tsx
@@ -7,29 +7,36 @@ import { useAI } from '@/hooks/useAI'
 import prompt from '@/utils/prompt'
 import { useProcessData } from '../query'

+interface ResultItem {
+  name: string
+  desc: string
+}
 export default function ButtonModal() {
  const [searchParams] = useSearchParams()
+  const { fieldOptions, getFieldName } = useDataFieldQuery()
+  const [results, setResults] = useState<ResultItem[]>([])
+  const resultsOptions = results.map((result) => ({
+    label: result.name,
+    value: fieldOptions.find((option) => option.label === result.name)?.value || '',
+  }))

+  const selectOptions = resultsOptions.length ? resultsOptions : fieldOptions
  const { isLoading, post } = useAI({
    onComplete: (message) => {
-      try {
-        const parse = JSON.parse(message.content)
-        console.log(parse)
-      } catch (error) {
-        console.error(error)
-      }
+      if (!message.content) return
+      const parse = JSON.parse(message.content)
+      console.log(parse)
+      setResults(parse.results || [])
    },
  })

-  const handleSearch = () => {
+  const handleAI = () => {
    post({
      response_format: { type: 'json_object' },
      messages: [{ role: 'user', content: prompt.max }],
    })
  }

-  const { fieldOptions, getFieldName } = useDataFieldQuery()
-
  const [open, setOpen] = useState(false)
  useEffect(() => {
    if (searchParams.get('results')) {
@@ -41,6 +48,7 @@ export default function ButtonModal() {

  const initialValues = {
    action: '取该字段平均值',
+    field: searchParams.get('results') || '',
  }

  const field = Form.useWatch('field', form)
@@ -60,6 +68,7 @@ export default function ButtonModal() {
    setOpen(false)
    setCurrent(0)
    remove()
+    setResults([])
  }

  const steps = [
@@ -67,9 +76,9 @@ export default function ButtonModal() {
      title: '请选择过大值字段',
      content: (
        <Form.Item name="field" rules={[{ required: true, message: '请选择过大值字段' }]}>
-          <Radio.Group>
+          <Radio.Group style={{ width: '100%' }}>
            <Row gutter={[10, 10]}>
-              {fieldOptions.map((item) => (
+              {selectOptions.map((item) => (
                <Col span={6} key={item.value}>
                  <Radio value={item.value}>{item.label}</Radio>
                </Col>
@@ -133,7 +142,7 @@ export default function ButtonModal() {
        footer={
          <Flex justify="center" gap={20}>
            {current === 0 && (
-              <Button type="primary" loading={isLoading} onClick={handleSearch}>
+              <Button type="primary" loading={isLoading} onClick={handleAI}>
                检查过大值字段
              </Button>
            )}

--- a/src/modules/data/preprocess/min/components/ButtonModal.tsx
+++ b/src/modules/data/preprocess/min/components/ButtonModal.tsx
@@ -7,29 +7,36 @@ import { useAI } from '@/hooks/useAI'
 import prompt from '@/utils/prompt'
 import { useProcessData } from '../query'

+interface ResultItem {
+  name: string
+  desc: string
+}
 export default function ButtonModal() {
  const [searchParams] = useSearchParams()
+  const { fieldOptions, getFieldName } = useDataFieldQuery()
+  const [results, setResults] = useState<ResultItem[]>([])
+  const resultsOptions = results.map((result) => ({
+    label: result.name,
+    value: fieldOptions.find((option) => option.label === result.name)?.value || '',
+  }))

+  const selectOptions = resultsOptions.length ? resultsOptions : fieldOptions
  const { isLoading, post } = useAI({
    onComplete: (message) => {
-      try {
-        const parse = JSON.parse(message.content)
-        console.log(parse)
-      } catch (error) {
-        console.error(error)
-      }
+      if (!message.content) return
+      const parse = JSON.parse(message.content)
+      console.log(parse)
+      setResults(parse.results || [])
    },
  })

-  const handleSearch = () => {
+  const handleAI = () => {
    post({
      response_format: { type: 'json_object' },
-      messages: [{ role: 'user', content: prompt.max }],
+      messages: [{ role: 'user', content: prompt.min }],
    })
  }

-  const { fieldOptions, getFieldName } = useDataFieldQuery()
-
  const [open, setOpen] = useState(false)
  useEffect(() => {
    if (searchParams.get('results')) {
@@ -40,6 +47,7 @@ export default function ButtonModal() {
  const [form] = Form.useForm()
  const initialValues = {
    action: '取该字段平均值',
+    field: searchParams.get('results') || '',
  }

  const field = Form.useWatch('field', form)
@@ -59,6 +67,7 @@ export default function ButtonModal() {
    setOpen(false)
    setCurrent(0)
    remove()
+    setResults([])
  }

  const steps = [
@@ -66,9 +75,9 @@ export default function ButtonModal() {
      title: '请选择过小值字段',
      content: (
        <Form.Item name="field" rules={[{ required: true, message: '请选择过小值字段' }]}>
-          <Radio.Group>
+          <Radio.Group style={{ width: '100%' }}>
            <Row gutter={[10, 10]}>
-              {fieldOptions.map((item) => (
+              {selectOptions.map((item) => (
                <Col span={6} key={item.value}>
                  <Radio value={item.value}>{item.label}</Radio>
                </Col>
@@ -132,7 +141,7 @@ export default function ButtonModal() {
        footer={
          <Flex justify="center" gap={20}>
            {current === 0 && (
-              <Button type="primary" loading={isLoading} onClick={handleSearch}>
+              <Button type="primary" loading={isLoading} onClick={handleAI}>
                检查过小值字段
              </Button>
            )}

--- a/src/modules/data/preprocess/null/components/ButtonModal.tsx
+++ b/src/modules/data/preprocess/null/components/ButtonModal.tsx
@@ -22,29 +22,35 @@ const ruleOptions = [
  { label: '热卡填充（下）', value: '热卡填充（下）' },
 ]

+interface ResultItem {
+  name: string
+  desc: string
+}
 export default function ButtonModal() {
  const [searchParams] = useSearchParams()
+  const { fieldOptions, getFieldName, getFieldNames } = useDataFieldQuery()
+  const [results, setResults] = useState<ResultItem[]>([])
+  const resultsOptions = results.map((result) => ({
+    label: result.name,
+    value: fieldOptions.find((option) => option.label === result.name)?.value || '',
+  }))

+  const selectOptions = resultsOptions.length ? resultsOptions : fieldOptions
  const { isLoading, post } = useAI({
    onComplete: (message) => {
-      try {
-        const parse = JSON.parse(message.content)
-        console.log(parse)
-        if (parse.results.length) form.setFieldValue('fields', parse.results.map((item: any) => item.name) || [])
-      } catch (error) {
-        console.error(error)
-      }
+      if (!message.content) return
+      const parse = JSON.parse(message.content)
+      console.log(parse)
+      setResults(parse.results || [])
    },
  })
-  const handleSearch = () => {
+  const handleAI = () => {
    post({
      response_format: { type: 'json_object' },
      messages: [{ role: 'user', content: prompt.null }],
    })
  }

-  const { fieldOptions, getFieldName, getFieldNames } = useDataFieldQuery()
-
  const [open, setOpen] = useState(false)
  useEffect(() => {
    if (searchParams.get('results')) {
@@ -79,6 +85,7 @@ export default function ButtonModal() {
    setOpen(false)
    setCurrent(0)
    remove()
+    setResults([])
  }

  const steps = [
@@ -86,9 +93,9 @@ export default function ButtonModal() {
      title: '请选择缺失值字段',
      content: (
        <Form.Item name="fields">
-          <Checkbox.Group>
+          <Checkbox.Group style={{ width: '100%' }}>
            <Row gutter={[10, 10]}>
-              {fieldOptions.map((item) => (
+              {selectOptions.map((item) => (
                <Col span={6} key={item.value}>
                  <Checkbox value={item.value}>{item.label}</Checkbox>
                </Col>
@@ -174,7 +181,7 @@ export default function ButtonModal() {
        footer={
          <Flex justify="center" gap={20}>
            {current === 0 && (
-              <Button type="primary" loading={isLoading} onClick={handleSearch}>
+              <Button type="primary" loading={isLoading} onClick={handleAI}>
                检查缺失值字段
              </Button>
            )}

--- a/src/modules/data/preprocess/repeat/components/ButtonModal.tsx
+++ b/src/modules/data/preprocess/repeat/components/ButtonModal.tsx
@@ -8,10 +8,7 @@ import { useProcessData } from '../query'

 export default function ButtonModal() {
  const [searchParams] = useSearchParams()
-  const [results, setResults] = useState<Array<{ lines: number[]; desc: string }>>([
-    { lines: [1, 3], desc: '第1行、第3行的数据完全一样' },
-    { lines: [2, 8], desc: '第2行、第8行的数据完全一样' },
-  ])
+  const [results, setResults] = useState<Array<{ line: number; lines: number[]; desc: string }>>([])
  useEffect(() => {
    if (searchParams.get('results')) {
      setResults(JSON.parse(searchParams.get('results') || '') as any)
@@ -31,7 +28,7 @@ export default function ButtonModal() {
    },
  })

-  const handleSearch = () => {
+  const handleAI = () => {
    post({ response_format: { type: 'json_object' }, messages: [{ role: 'user', content: prompt.repeat }] })
  }

@@ -43,7 +40,7 @@ export default function ButtonModal() {
    action: '保留1条，删除剩余重复数据',
  }

-  const checkedList: string[] = Form.useWatch('checkedList', form) || []
+  const checkedList: number[] = Form.useWatch('checkedList', form) || []

  const ruleOptions = ['保留1条，删除剩余重复数据', '全部删除', '不处理']

@@ -51,7 +48,7 @@ export default function ButtonModal() {
  // 开始处理
  const handleStart = () => {
    form.validateFields().then((values) => {
-      const params = { ...values }
+      const params = { ...values, pk_id: checkedList.join(',') }
      mutate(params)
    })
  }
@@ -61,6 +58,7 @@ export default function ButtonModal() {
    setOpen(false)
    setCurrent(0)
    remove()
+    setResults([])
  }

  const steps = [
@@ -72,7 +70,7 @@ export default function ButtonModal() {
            <Row gutter={[10, 10]}>
              {results.map((item, index) => (
                <Col span={24} key={index}>
-                  <Checkbox value={item.desc}>{item.desc}</Checkbox>
+                  <Checkbox value={item.line}>{item.desc}</Checkbox>
                </Col>
              ))}
            </Row>
@@ -88,7 +86,7 @@ export default function ButtonModal() {
          <Form.Item label="要处理的重复值数据">
            {checkedList.map((item, index) => (
              <p key={index}>
-                {index + 1}、{item}
+                {index + 1}、{results.find((resulst) => resulst.line === item)?.desc}
              </p>
            ))}
          </Form.Item>
@@ -131,7 +129,7 @@ export default function ButtonModal() {
        footer={
          <Flex justify="center" gap={20}>
            {current === 0 && (
-              <Button type="primary" loading={isLoading} onClick={handleSearch}>
+              <Button type="primary" loading={isLoading} onClick={handleAI}>
                检查重复值字段
              </Button>
            )}

--- a/src/modules/data/preprocess/space/components/ButtonModal.tsx
+++ b/src/modules/data/preprocess/space/components/ButtonModal.tsx
@@ -2,26 +2,65 @@ import { useState } from 'react'
 import { Button, Flex, Modal, Radio, Form, Row, Col } from 'antd'
 import { useDataFieldQuery } from '@/hooks/useQuery'
 import AppProgressSteps from '@/components/AppProgressSteps'
-import { useAI } from '@/hooks/useAI'
-import prompt from '@/utils/prompt'
 import { useProcessData } from '../query'
+import { useAI } from '@/hooks/useAI'
+import MarkdownRender from '@/components/MarkdownRender'

 export default function ButtonModal() {
+  const [result, setResult] = useState('')
  const { isLoading, post } = useAI({
    onComplete: (message) => {
-      try {
-        const parse = JSON.parse(message.content)
-        console.log(parse)
-      } catch (error) {
-        console.error(error)
-      }
+      setResult(message?.content || '')
    },
  })

-  const handleSearch = () => {
+  const handleAI = async () => {
    post({
-      response_format: { type: 'json_object' },
-      messages: [{ role: 'user', content: prompt.max }],
+      messages: [
+        {
+          role: 'user',
+          content: `任务目标
+
+对数据集中指定字段进行 空格问题分析 ，包括：
+
+1.
+空格类型检测 （前后空格、中间多余空格、全空格字段）。
+2.
+影响评估 （如数据匹配失败、统计错误）。
+3.
+处理建议 （自动化修复或人工审核）。
+输入要求
+
+1.
+字段列表 ：[字段1、字段2、字段3（用顿号分隔）]  
+2.
+数据样本：[在此粘贴数据片段或上传文件（CSV/XLSX）]  
+输出格式：  
+
+    | 序号 | 字段名称       |  空格问题描述  |  影响分析  |   处理建议（格式：建议名称：描述，执行方式：自动/人工）
+
+   | 1    | 用户名     | 字段值前后存在空格     |  影响登录系统唯一性校验  |  建议名称：前后空格清理，执行方式：自动
+
+   | 2    | 地址     | 字段值前后存在空格       |    导致地址解析失败          |   建议名称：中间空格标准化，执行方式：自动      
+
+执行要求
+
+1.
+分析规则 ：
+○
+前后空格 ：检测字段值首尾是否存在空格。
+○
+中间多余空格 ：检测字段值中是否存在连续空格或不规范空格（如"张 三"）。
+○
+全空格字段 ：字段值仅为空格（如" "）。
+○
+空值与空格混淆 ：区分空值（NULL）和空字符串（""）。
+1.
+影响评估 ：
+○
+说明空格问题对业务的影响（如数据匹配、统计分析、系统处理）。`,
+        },
+      ],
    })
  }

@@ -58,23 +97,39 @@ export default function ButtonModal() {
    setOpen(false)
    setCurrent(0)
    remove()
+    setResult('')
  }

  const steps = [
    {
      title: '请选择数据去空格字段',
      content: (
-        <Form.Item name="field" rules={[{ required: true, message: '请选择数据去空格字段' }]}>
-          <Radio.Group>
-            <Row gutter={[10, 10]}>
-              {fieldOptions.map((item) => (
-                <Col span={6} key={item.value}>
-                  <Radio value={item.value}>{item.label}</Radio>
-                </Col>
-              ))}
-            </Row>
-          </Radio.Group>
-        </Form.Item>
+        <>
+          <Form.Item name="field" rules={[{ required: true, message: '请选择数据去空格字段' }]}>
+            <Radio.Group>
+              <Row gutter={[10, 10]}>
+                {fieldOptions.map((item) => (
+                  <Col span={6} key={item.value}>
+                    <Radio value={item.value}>{item.label}</Radio>
+                  </Col>
+                ))}
+              </Row>
+            </Radio.Group>
+          </Form.Item>
+          {result && (
+            <div
+              style={{
+                marginTop: 20,
+                background: '#f5f5f5',
+                padding: 20,
+                maxHeight: 300,
+                overflow: 'auto',
+                borderRadius: 10,
+              }}>
+              <MarkdownRender>{result}</MarkdownRender>
+            </div>
+          )}
+        </>
      ),
    },
    {
@@ -131,7 +186,7 @@ export default function ButtonModal() {
        footer={
          <Flex justify="center" gap={20}>
            {current === 0 && (
-              <Button type="primary" loading={isLoading} onClick={handleSearch}>
+              <Button type="primary" loading={isLoading} onClick={handleAI}>
                AI去空格字段分析与建议
              </Button>
            )}

--- a/src/modules/data/read/exploration/components/ErrorButtonModal.tsx
+++ b/src/modules/data/read/exploration/components/ErrorButtonModal.tsx
@@ -5,6 +5,7 @@ import { useNavigate } from 'react-router'
 import AppSteps from '@/components/AppSteps'
 import { useAI } from '@/hooks/useAI'
 import prompt from '@/utils/prompt'
+import { useDataFieldQuery } from '@/hooks/useQuery'

 interface ResultItem {
  name: string
@@ -13,7 +14,11 @@ interface ResultItem {

 export default function ButtonModal() {
  const [results, setResults] = useState<ResultItem[]>([])
-  const resultsOptions = results.map((result) => result.name)
+  const { fieldOptions } = useDataFieldQuery()
+  const resultsOptions = results.map((result) => ({
+    label: result.name,
+    value: fieldOptions.find((option) => option.label === result.name)?.value || '',
+  }))

  const { isLoading, post } = useAI({
    onComplete: (message) => {
@@ -23,7 +28,7 @@ export default function ButtonModal() {
      setResults(parse.results || [])
    },
  })
-  const handleSearch = () => {
+  const handleAI = () => {
    post({
      response_format: { type: 'json_object' },
      messages: [{ role: 'user', content: prompt.min }],
@@ -65,14 +70,14 @@ export default function ButtonModal() {
        footer={
          <Flex justify="center" gap={20}>
            {current === 0 && (
-              <Button type="primary" loading={isLoading} onClick={handleSearch}>
+              <Button type="primary" loading={isLoading} onClick={handleAI}>
                智能探索字段数据逻辑错误
              </Button>
            )}

            {current > 0 && <Button onClick={() => prev()}>上一步</Button>}
            {current < steps.length - 1 && (
-              <Button type="primary" onClick={() => next()} disabled={!!value}>
+              <Button type="primary" onClick={() => next()} disabled={!value}>
                下一步
              </Button>
            )}

--- a/src/modules/data/read/exploration/components/MaxButtonModal.tsx
+++ b/src/modules/data/read/exploration/components/MaxButtonModal.tsx
@@ -5,16 +5,20 @@ import { useNavigate } from 'react-router'
 import AppSteps from '@/components/AppSteps'
 import { useAI } from '@/hooks/useAI'
 import prompt from '@/utils/prompt'
+import { useDataFieldQuery } from '@/hooks/useQuery'

 interface ResultItem {
-  key: string
  name: string
  desc: string
 }

 export default function ButtonModal() {
+  const { fieldOptions } = useDataFieldQuery()
  const [results, setResults] = useState<ResultItem[]>([])
-  const resultsOptions = results.map((result) => ({ label: result.name, value: result.key }))
+  const resultsOptions = results.map((result) => ({
+    label: result.name,
+    value: fieldOptions.find((option) => option.label === result.name)?.value || '',
+  }))

  const { isLoading, post } = useAI({
    onComplete: (message) => {
@@ -24,7 +28,7 @@ export default function ButtonModal() {
      setResults(parse.results || [])
    },
  })
-  const handleSearch = () => {
+  const handleAI = () => {
    post({
      response_format: { type: 'json_object' },
      messages: [{ role: 'user', content: prompt.max }],
@@ -73,7 +77,7 @@ export default function ButtonModal() {
        footer={
          <Flex justify="center" gap={20}>
            {current === 0 && (
-              <Button type="primary" loading={isLoading} onClick={handleSearch}>
+              <Button type="primary" loading={isLoading} onClick={handleAI}>
                智能探索过大值字段
              </Button>
            )}

--- a/src/modules/data/read/exploration/components/MinButtonModal.tsx
+++ b/src/modules/data/read/exploration/components/MinButtonModal.tsx
@@ -5,16 +5,20 @@ import { useNavigate } from 'react-router'
 import AppSteps from '@/components/AppSteps'
 import { useAI } from '@/hooks/useAI'
 import prompt from '@/utils/prompt'
+import { useDataFieldQuery } from '@/hooks/useQuery'

 interface ResultItem {
-  key: string
  name: string
  desc: string
 }

 export default function ButtonModal() {
  const [results, setResults] = useState<ResultItem[]>([])
-  const resultsOptions = results.map((result) => ({ label: result.name, value: result.key }))
+  const { fieldOptions } = useDataFieldQuery()
+  const resultsOptions = results.map((result) => ({
+    label: result.name,
+    value: fieldOptions.find((option) => option.label === result.name)?.value || '',
+  }))

  const { isLoading, post } = useAI({
    onComplete: (message) => {
@@ -24,7 +28,7 @@ export default function ButtonModal() {
      setResults(parse.results || [])
    },
  })
-  const handleSearch = () => {
+  const handleAI = () => {
    post({
      response_format: { type: 'json_object' },
      messages: [{ role: 'user', content: prompt.min }],
@@ -66,7 +70,7 @@ export default function ButtonModal() {
        footer={
          <Flex justify="center" gap={20}>
            {current === 0 && (
-              <Button type="primary" loading={isLoading} onClick={handleSearch}>
+              <Button type="primary" loading={isLoading} onClick={handleAI}>
                智能探索过小值字段
              </Button>
            )}

--- a/src/modules/data/read/exploration/components/NullButtonModal.tsx
+++ b/src/modules/data/read/exploration/components/NullButtonModal.tsx
@@ -5,18 +5,22 @@ import { useNavigate } from 'react-router'
 import AppSteps from '@/components/AppSteps'
 import { useAI } from '@/hooks/useAI'
 import prompt from '@/utils/prompt'
+import { useDataFieldQuery } from '@/hooks/useQuery'

 const CheckboxGroup = Checkbox.Group

 interface ResultItem {
-  key: string
  name: string
  desc: string
 }

 export default function ButtonModal() {
  const [results, setResults] = useState<ResultItem[]>([])
-  const resultsOptions = results.map((result) => ({ label: result.name, value: result.key }))
+  const { fieldOptions } = useDataFieldQuery()
+  const resultsOptions = results.map((result) => ({
+    label: result.name,
+    value: fieldOptions.find((option) => option.label === result.name)?.value || '',
+  }))

  const { isLoading, post } = useAI({
    onComplete: (message) => {
@@ -28,7 +32,7 @@ export default function ButtonModal() {
    },
  })

-  const handleSearch = () => {
+  const handleAI = () => {
    post({
      response_format: { type: 'json_object' },
      messages: [{ role: 'user', content: prompt.null }],
@@ -119,7 +123,7 @@ export default function ButtonModal() {
        footer={
          <Flex justify="center" gap={20}>
            {current === 0 && (
-              <Button type="primary" loading={isLoading} onClick={handleSearch}>
+              <Button type="primary" loading={isLoading} onClick={handleAI}>
                智能探索缺失值字段
              </Button>
            )}

--- a/src/modules/data/read/exploration/components/OtherButtonModal.tsx
+++ b/src/modules/data/read/exploration/components/OtherButtonModal.tsx
@@ -28,7 +28,7 @@ export default function ButtonModal() {
    },
  })

-  const handleSearch = () => {
+  const handleAI = () => {
    const names = results.map((item: any) => item.name).join(',')
    post({
      response_format: { type: 'json_object' },
@@ -116,7 +116,7 @@ json
        open={open}
        footer={
          <Flex justify="center" gap={20}>
-            <Button type="primary" loading={isLoading} onClick={handleSearch}>
+            <Button type="primary" loading={isLoading} onClick={handleAI}>
              一键计算
            </Button>
          </Flex>

--- a/src/modules/data/read/exploration/components/RepeatButtonModal.tsx
+++ b/src/modules/data/read/exploration/components/RepeatButtonModal.tsx
@@ -7,10 +7,7 @@ import { useAI } from '@/hooks/useAI'
 import prompt from '@/utils/prompt'

 export default function ButtonModal() {
-  const [results, setResults] = useState<Array<{ lines: number[]; desc: string }>>([
-    { lines: [1, 3], desc: '第1行、第3行的数据完全一样' },
-    { lines: [2, 8], desc: '第2行、第8行的数据完全一样' },
-  ])
+  const [results, setResults] = useState<Array<{ line: number; lines: number[]; desc: string }>>([])

  const { isLoading, post } = useAI({
    onComplete: (message) => {
@@ -20,7 +17,7 @@ export default function ButtonModal() {
      setResults(parse.results || [])
    },
  })
-  const handleSearch = () => {
+  const handleAI = () => {
    post({
      response_format: { type: 'json_object' },
      messages: [{ role: 'user', content: prompt.repeat }],
@@ -52,7 +49,7 @@ export default function ButtonModal() {
        footer={
          <Flex justify="center" gap={20}>
            {current === 0 && (
-              <Button type="primary" loading={isLoading} onClick={handleSearch}>
+              <Button type="primary" loading={isLoading} onClick={handleAI}>
                智能探索重复值字段
              </Button>
            )}

--- a/src/utils/prompt.ts
+++ b/src/utils/prompt.ts
@@ -5,8 +5,8 @@ const prompt = {
 json
 {
  results: [
-    { name: '字段1', key: 'name1', desc: 'A000001、A000002...' },
-    { name: '字段2', key: 'name2', desc: 'A000001、A000002...' },
+    { name: '字段1', desc: 'A000001、A000002...' },
+    { name: '字段2', desc: 'A000001、A000002...' },
  ],
 }

@@ -19,8 +19,8 @@ json
 json
 {
  results: [
-    { lines: [1, 3], desc: '第1行、第3行的数据完全一样' },
-    { lines: [2, 8], desc: '第2行、第8行的数据完全一样' },
+    { line: 1, lines: [1, 3], desc: '第1行、第3行的数据完全一样' },
+    { line: 2, lines: [2, 8], desc: '第2行、第8行的数据完全一样' },
  ],
 }

@@ -32,8 +32,8 @@ json
 json
 {
  results: [
-    { name: '字段1', key: 'name1', desc: 'XXXX值过大，参考XXXXXXXX' },
-    { name: '字段2', key: 'name2', desc: 'XXXX值过大，参考XXXXXXXX' },
+    { name: '字段1', desc: 'XXXX值过大，参考XXXXXXXX' },
+    { name: '字段2', desc: 'XXXX值过大，参考XXXXXXXX' },
  ],
 }

@@ -45,8 +45,8 @@ json
 json
 {
  results: [
-    { name: '字段1', key: 'name1', desc: 'XXXX值过小，参考XXXXXXXX' },
-    { name: '字段2', key: 'name2', desc: 'XXXX值过小，参考XXXXXXXX' },
+    { name: '字段1', desc: 'XXXX值过小，参考XXXXXXXX' },
+    { name: '字段2', desc: 'XXXX值过小，参考XXXXXXXX' },
  ],
 }

@@ -57,7 +57,7 @@ json
 返回格式示例：
 json
 {
-  results: [{ name: '字段1', key: 'name1', desc: 'XXXX值存在逻辑错误，参考XXXXXXXX' }],
+  results: [{ name: '字段1', desc: 'XXXX值存在逻辑错误，参考XXXXXXXX' }],
 }

 要求：