From 6d3bef49dc7a572a1b56e77ff152944624e8a132 Mon Sep 17 00:00:00 2001
From: Wenjie Zhang <xerrors@163.com>
Date: Tue, 9 Dec 2025 22:11:27 +0800
Subject: [PATCH] =?UTF-8?q?refactor(eval):=20=E9=87=8D=E6=9E=84=E6=A3=80?=
 =?UTF-8?q?=E7=B4=A2=E9=85=8D=E7=BD=AE=E4=B8=BA=E5=BC=B9=E7=AA=97=E5=B9=B6?=
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- 将检索配置从标签页改为弹窗形式
- 在查询区和评估区添加检索配置入口
- 优化评估历史记录显示和刷新功能
- 移除不再需要的组件和样式
---
 docs/latest/changelog/roadmap.md              |   5 +-
 web/src/components/MindMapSection.vue         |  29 +--
 web/src/components/QuerySection.vue           |  53 ++++++
 web/src/components/RAGEvaluationTab.vue       | 180 ++++++++++++++----
 ...rchConfigTab.vue => SearchConfigModal.vue} |  92 ++++-----
 web/src/views/DataBaseInfoView.vue            |   4 -
 6 files changed, 239 insertions(+), 124 deletions(-)
 rename web/src/components/{SearchConfigTab.vue => SearchConfigModal.vue} (85%)

diff --git a/docs/latest/changelog/roadmap.md b/docs/latest/changelog/roadmap.md
index 8bcbb7ea..6ea3c8bd 100644
--- a/docs/latest/changelog/roadmap.md
+++ b/docs/latest/changelog/roadmap.md
@@ -16,16 +16,13 @@
 - conversation 待修改为异步的版本
 - DBManager 需要将数据库修改为异步的aiosqlite或者异步mysql，缓存使用Redis存储
 - 【eval】缺少自动生成评估的功能
+- chat_model 的 call 需要异步
 
 ### Bugs
 - 部分异常状态下，智能体的模型名称出现重叠[#279](https://github.com/xerrors/Yuxi-Know/issues/279)
 - DeepSeek 官方接口适配会出现问题
 - 目前的知识库的图片存在公开访问风险
 - 深度分析智能体需要考虑上下文超限的问题
-- 【eval】检索评估缺少检索参数的内容
-- 【eval】总体评分替换为确定的某个指标，最好是在右侧可以选择可行的指标
-- 【eval】检索配置应该修改为一个弹窗
-- 【eval】当前的检索配置仅保存在本地，实际并没有保存在知识库的元数据中
 
 ### 新增
 - 优化知识库详情页面，更加简洁清晰
diff --git a/web/src/components/MindMapSection.vue b/web/src/components/MindMapSection.vue
index 7d8c1ad9..8b14b0f9 100644
--- a/web/src/components/MindMapSection.vue
+++ b/web/src/components/MindMapSection.vue
@@ -1,15 +1,5 @@
 <template>
   <div class="mindmap-section">
-    <div class="section-header">
-      <div class="header-left">
-        <BrainCircuit :size="16" />
-        <span>知识导图</span>
-        <a-tag v-if="!loading && mindmapData" color="blue" size="small">
-          已生成
-        </a-tag>
-      </div>
-    </div>
-
     <div class="section-content">
       <!-- 加载状态 -->
       <div v-if="loading" class="loading-state">
@@ -65,7 +55,6 @@
 import { ref, watch, nextTick, onMounted, onUnmounted } from 'vue'
 import { message } from 'ant-design-vue'
 import {
-  BrainCircuit,
   RefreshCw,
   Network,
   Sparkles,
@@ -315,21 +304,6 @@ onUnmounted(() => {
   min-height: 0;
 }
 
-.section-header {
-  padding: 10px 16px;
-  background: var(--gray-25);
-  border-bottom: 1px solid var(--border-color);
-
-  .header-left {
-    display: flex;
-    align-items: center;
-    gap: 8px;
-    font-size: 13px;
-    font-weight: 500;
-    color: var(--text-color);
-  }
-}
-
 .section-content {
   flex: 1;
   min-height: 200px;
@@ -374,7 +348,7 @@ onUnmounted(() => {
   border-bottom: 1px solid var(--border-color);
   display: flex;
   align-items: center;
-  justify-content: flex-start;
+  justify-content: flex-end;
 
   .toolbar-text {
     margin-left: 4px;
@@ -382,7 +356,6 @@ onUnmounted(() => {
   }
 
   :deep(.ant-btn-text) {
-    padding: 4px 12px;
     display: flex;
     align-items: center;
 
diff --git a/web/src/components/QuerySection.vue b/web/src/components/QuerySection.vue
index 1a5426fa..ad200e24 100644
--- a/web/src/components/QuerySection.vue
+++ b/web/src/components/QuerySection.vue
@@ -14,6 +14,17 @@
             />
             <div class="search-actions">
               <div class="query-examples-compact">
+                <!-- 检索配置按钮 -->
+                <a-tooltip title="检索配置" placement="bottom">
+                  <a-button
+                    type="text"
+                    size="small"
+                    class="config-label-btn"
+                    @click="openSearchConfigModal"
+                  >
+                    <SettingOutlined />
+                  </a-button>
+                </a-tooltip>
                 <div class="examples-label-group">
                   <a-tooltip title="点击手动生成测试问题" placement="bottom">
                     <a-button
@@ -138,6 +149,13 @@
       </div>
     </div>
   </div>
+
+  <!-- 检索配置弹窗 -->
+  <SearchConfigModal
+    v-model="searchConfigModalVisible"
+    :database-id="store.database?.db_id"
+    @save="handleSearchConfigSave"
+  />
 </template>
 
 <script setup>
@@ -148,7 +166,9 @@ import { queryApi } from '@/apis/knowledge_api';
 import {
   SearchOutlined,
   ReloadOutlined,
+  SettingOutlined,
 } from '@ant-design/icons-vue';
+import SearchConfigModal from './SearchConfigModal.vue';
 
 const store = useDatabaseStore();
 
@@ -175,10 +195,24 @@ const queryExamples = ref([]);
 const currentExampleIndex = ref(0);
 const loadingQuestions = ref(false);
 const generatingQuestions = ref(false);
+const searchConfigModalVisible = ref(false);
 
 // 示例轮播相关
 let exampleCarouselInterval = null;
 
+// 方法定义
+
+// 打开检索配置弹窗
+const openSearchConfigModal = () => {
+  searchConfigModalVisible.value = true;
+};
+
+// 处理检索配置保存
+const handleSearchConfigSave = (config) => {
+  console.log('查询测试中的检索配置已更新:', config);
+  // 可以在这里添加配置更新后的处理逻辑，比如重新查询
+};
+
 // 加载示例问题
 const loadSampleQuestions = async () => {
   if (!store.database?.db_id) return;
@@ -595,12 +629,31 @@ defineExpose({
   flex-wrap: wrap;
 }
 
+.config-label-btn {
+  color: var(--gray-500);
+  font-size: 12px;
+  display: flex;
+  align-items: center;
+  padding: 0 4px;
+  margin-left: -4px;
+
+  &:hover {
+    color: var(--main-color);
+    background-color: var(--gray-100);
+  }
+
+  .anticon {
+    font-size: 14px;
+  }
+}
+
 .examples-label-btn {
   color: var(--gray-500);
   font-size: 12px;
   display: flex;
   align-items: center;
   margin-left: -8px;
+  margin-right: -6px;
 
   &:hover {
     color: var(--main-color);
diff --git a/web/src/components/RAGEvaluationTab.vue b/web/src/components/RAGEvaluationTab.vue
index 6c8def84..51eee745 100644
--- a/web/src/components/RAGEvaluationTab.vue
+++ b/web/src/components/RAGEvaluationTab.vue
@@ -9,7 +9,7 @@
           <a-select
             v-model:value="selectedBenchmarkId"
             placeholder="请选择评估基准"
-            style="width: 300px"
+            style="width: 180px"
             @change="onBenchmarkChanged"
             :loading="benchmarksLoading"
           >
@@ -22,8 +22,15 @@
             </a-select-option>
           </a-select>
         </div>
-      </div>
+
+        </div>
       <div class="toolbar-right">
+        <!-- 检索配置按钮 -->
+        <a-button
+          size="middle"
+          @click="openSearchConfigModal"
+          :icon="h(SettingOutlined)"
+        />
         <!-- 开始评估按钮 -->
         <a-button
           type="primary"
@@ -84,10 +91,22 @@
         </div>
       </template>
       <template v-else>
-  
+
         <!-- 历史评估记录 -->
         <div class="history-section">
-          <h4 class="section-title">历史评估记录</h4>
+          <div class="section-header">
+            <h4 class="section-title">历史评估记录</h4>
+            <a-button
+              type="text"
+              size="small"
+              :loading="refreshingHistory"
+              @click="refreshHistory"
+              :icon="h('ReloadOutlined')"
+              class="refresh-btn"
+            >
+              刷新
+            </a-button>
+          </div>
           <a-table
             class="history-table"
             :columns="historyColumns"
@@ -242,9 +261,9 @@
             </a-tooltip>
           </template>
           <template v-else-if="column.key === 'retrieval_score'">
-            <div v-if="record.metrics && Object.keys(record.metrics).some(k => k.startsWith('recall') || k.startsWith('f1') || k.startsWith('precision') || k === 'map' || k === 'ndcg')" class="retrieval-metrics">
+            <div v-if="record.metrics && Object.keys(record.metrics).some(k => k.startsWith('recall') || k.startsWith('precision') || k === 'map' || k === 'ndcg')" class="retrieval-metrics">
               <div v-for="(val, key) in record.metrics" :key="key" class="metric-item">
-                <span v-if="key.startsWith('recall') || key.startsWith('f1') || key.startsWith('precision') || key === 'map' || key === 'ndcg'"
+                <span v-if="key.startsWith('recall') || key.startsWith('precision') || key === 'map' || key === 'ndcg'"
                       class="metric-content"
                       :class="`metric-${getMetricType(key)}`">
                   <span class="metric-name">{{ getMetricShortName(key) }}</span>
@@ -277,13 +296,22 @@
       </a-empty>
     </div>
   </a-modal>
+
+    <!-- 检索配置弹窗 -->
+    <SearchConfigModal
+      v-model="searchConfigModalVisible"
+      :database-id="databaseId"
+      @save="handleSearchConfigSave"
+    />
 </template>
 
 <script setup>
-import { ref, reactive, onMounted, computed } from 'vue';
+import { ref, reactive, onMounted, computed, h } from 'vue';
 import { message } from 'ant-design-vue';
 import { evaluationApi } from '@/apis/knowledge_api';
 import ModelSelectorComponent from '@/components/ModelSelectorComponent.vue';
+import SearchConfigModal from './SearchConfigModal.vue';
+import { SettingOutlined, ReloadOutlined } from '@ant-design/icons-vue';
 
 const props = defineProps({
   databaseId: {
@@ -306,6 +334,9 @@ const selectedResult = ref(null);
 const detailedResults = ref([]);
 const evaluationStats = ref({});
 const resultsLoading = ref(false);
+const searchConfigModalVisible = ref(false);
+const refreshingHistory = ref(false);
+
 
 // 评估配置表单（使用知识库默认配置）
 const configForm = reactive({
@@ -358,10 +389,36 @@ const historyColumns = [
     width: 100
   },
   {
-    title: '总体评分',
-    dataIndex: 'overall_score',
-    key: 'overall_score',
-    width: 100
+    title: 'Recall@10',
+    key: 'recall_10',
+    width: 100,
+    customRender: ({ record }) => {
+      // 使用后端返回的 metrics.recall@10 数据
+      if (record.metrics && record.metrics['recall@10'] !== undefined && record.metrics['recall@10'] !== null) {
+        const recallValue = record.metrics['recall@10'];
+        const displayValue = formatMetricValue(recallValue);
+        return h('a-tag', {
+          color: getScoreTagColor(recallValue)
+        }, displayValue);
+      }
+
+      // 如果是运行中的任务，显示计算中
+      if (record.status === 'running') {
+        return h('a-tag', {
+          color: 'processing'
+        }, '计算中');
+      }
+
+      // 已完成但没有 recall@10 数据
+      if (record.status === 'completed') {
+        return h('a-tag', {
+          color: 'default'
+        }, '无数据');
+      }
+
+      // 其他情况显示横线
+      return h('span', '-');
+    }
   },
   {
     title: '操作',
@@ -378,6 +435,17 @@ const currentBenchmark = computed(() => {
   return availableBenchmarks.value.find(b => b.benchmark_id === selectedBenchmarkId.value);
 });
 
+// 打开检索配置弹窗
+const openSearchConfigModal = () => {
+  searchConfigModalVisible.value = true;
+};
+
+// 处理检索配置保存
+const handleSearchConfigSave = (config) => {
+  console.log('RAG评估中的检索配置已更新:', config);
+  // 可以在这里添加配置更新后的处理逻辑
+};
+
 // 加载基准列表
 const loadBenchmarks = async () => {
   if (!props.databaseId) return;
@@ -389,12 +457,19 @@ const loadBenchmarks = async () => {
     if (response && response.message === 'success' && Array.isArray(response.data)) {
       availableBenchmarks.value = response.data;
 
-      // 如果之前有选中的基准，重新验证其有效性
-      if (selectedBenchmarkId.value) {
+      // 如果没有选中的基准，且有可用基准，默认选中第一个
+      if (!selectedBenchmarkId.value && response.data.length > 0) {
+        selectedBenchmarkId.value = response.data[0].benchmark_id;
+        selectedBenchmark.value = response.data[0];
+      } else if (selectedBenchmarkId.value) {
+        // 如果之前有选中的基准，重新验证其有效性
         const exists = response.data.some(b => b.benchmark_id === selectedBenchmarkId.value);
         if (!exists) {
           selectedBenchmarkId.value = null;
           selectedBenchmark.value = null;
+        } else {
+          // 更新选中的基准对象
+          selectedBenchmark.value = response.data.find(b => b.benchmark_id === selectedBenchmarkId.value);
         }
       }
     } else {
@@ -415,6 +490,21 @@ const onBenchmarkChanged = (benchmarkId) => {
   selectedBenchmark.value = benchmark || null;
 };
 
+// 刷新历史评估记录
+const refreshHistory = async () => {
+  refreshingHistory.value = true;
+  try {
+    await loadEvaluationHistory();
+    message.success('历史记录已刷新');
+  } catch (error) {
+    console.error('刷新历史记录失败:', error);
+    message.error('刷新历史记录失败');
+  } finally {
+    refreshingHistory.value = false;
+  }
+};
+
+
 // 开始评估
 const startEvaluation = async () => {
   if (!selectedBenchmark.value) {
@@ -464,6 +554,7 @@ const loadEvaluationHistory = async () => {
   }
 };
 
+
 // 计算评估统计信息
 const calculateEvaluationStats = (results) => {
   if (!results || results.length === 0) {
@@ -493,7 +584,7 @@ const calculateEvaluationStats = (results) => {
     // 检索指标统计
     if (item.metrics) {
       Object.keys(item.metrics).forEach(key => {
-        if (key.startsWith('recall') || key.startsWith('f1') || key.startsWith('precision') || key === 'map' || key === 'ndcg') {
+        if (key.startsWith('recall') || key.startsWith('precision') || key === 'map' || key === 'ndcg') {
           if (!metricSums[key]) {
             metricSums[key] = 0;
             metricCounts[key] = 0;
@@ -643,7 +734,6 @@ const getMetricTitle = (key) => {
   const titles = {
     precision: '精确率',
     recall: '召回率',
-    f1: 'F1分数',
     map: '平均精度',
     ndcg: 'NDCG',
     bleu: 'BLEU分数',
@@ -653,9 +743,8 @@ const getMetricTitle = (key) => {
     reasoning: '理由',
     overall_score: '综合评分'
   };
-  // 处理 recall@k, f1@k
+  // 处理 recall@k
   if (key.startsWith('recall@')) return `召回率 (${key.split('@')[1]})`;
-  if (key.startsWith('f1@')) return `F1 (${key.split('@')[1]})`;
   if (key.startsWith('precision@')) return `精确率 (${key.split('@')[1]})`;
 
   return titles[key] || key;
@@ -665,7 +754,6 @@ const getMetricTitle = (key) => {
 const getMetricType = (key) => {
   if (key.startsWith('recall')) return 'recall';
   if (key.startsWith('precision')) return 'precision';
-  if (key.startsWith('f1')) return 'f1';
   if (key === 'map') return 'map';
   if (key === 'ndcg') return 'ndcg';
   return 'default';
@@ -675,10 +763,8 @@ const getMetricType = (key) => {
 const getMetricShortName = (key) => {
   if (key.startsWith('recall@')) return `R@${key.split('@')[1]}`;
   if (key.startsWith('precision@')) return `P@${key.split('@')[1]}`;
-  if (key.startsWith('f1@')) return `F1@${key.split('@')[1]}`;
   if (key === 'precision') return 'Precision';
   if (key === 'recall') return 'Recall';
-  if (key === 'f1') return 'F1';
   if (key === 'map') return 'MAP';
   if (key === 'ndcg') return 'NDCG';
   return key;
@@ -753,12 +839,9 @@ onMounted(() => {
   }
 
   .toolbar-right {
-    .ant-btn {
-      display: flex;
-      align-items: center;
-      gap: 6px;
-      border-radius: 6px;
-    }
+    display: flex;
+    align-items: center;
+    gap: 6px;
   }
 }
 
@@ -1006,10 +1089,6 @@ onMounted(() => {
     color: var(--color-success-900);
   }
 
-  &.metric-f1 {
-    background-color: var(--color-warning-50);
-    color: var(--color-warning-900);
-  }
 
   &.metric-map,
   &.metric-ndcg {
@@ -1128,12 +1207,43 @@ onMounted(() => {
 
 // 历史评估记录区域
 .history-section {
-  .section-title {
-    margin: 0 0 12px 0;
-    font-size: 14px;
-    font-weight: 500;
-    color: var(--gray-700);
+  .section-header {
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    margin-bottom: 12px;
+
+    .section-title {
+      margin: 0;
+      font-size: 14px;
+      font-weight: 500;
+      color: var(--gray-700);
+    }
+
+    .refresh-btn {
+      color: var(--gray-600);
+      border: none;
+      box-shadow: none;
+      padding: 4px 8px;
+      height: auto;
+      font-size: 13px;
+
+      &:hover {
+        color: var(--color-primary-600);
+        background-color: var(--color-primary-50);
+      }
+
+      &:active {
+        color: var(--color-primary-700);
+        background-color: var(--color-primary-100);
+      }
+
+      .anticon {
+        font-size: 14px;
+      }
+    }
   }
+
   :deep(.ant-table) {
     border: 1px solid var(--gray-100);
   }
diff --git a/web/src/components/SearchConfigTab.vue b/web/src/components/SearchConfigModal.vue
similarity index 85%
rename from web/src/components/SearchConfigTab.vue
rename to web/src/components/SearchConfigModal.vue
index 40ee6d33..5bf7147d 100644
--- a/web/src/components/SearchConfigTab.vue
+++ b/web/src/components/SearchConfigModal.vue
@@ -1,14 +1,15 @@
 <template>
-  <div class="search-config-tab">
-    <div class="config-header">
-      <p class="config-title">检索配置</p>
-      <div class="config-actions">
-        <a-button size="small" @click="resetToDefaults">重置默认</a-button>
-        <a-button size="small" type="primary" @click="saveConfig">保存配置</a-button>
-      </div>
-    </div>
-
-    <div class="config-content">
+  <a-modal
+    :open="props.modelValue"
+    title="检索配置"
+    width="800px"
+    :confirm-loading="loading"
+    @ok="handleSave"
+    @cancel="handleCancel"
+    ok-text="保存"
+    cancel-text="取消"
+  >
+    <div class="search-config-modal">
       <div v-if="loading" class="config-loading">
         <a-spin size="large" />
         <p>加载配置参数中...</p>
@@ -66,22 +67,28 @@
         </a-form>
       </div>
     </div>
-  </div>
+  </a-modal>
 </template>
 
 <script setup>
-import { ref, reactive, computed, onMounted } from 'vue';
+import { ref, reactive, computed, watch } from 'vue';
 import { useDatabaseStore } from '@/stores/database';
 import { message } from 'ant-design-vue';
 import { queryApi } from '@/apis/knowledge_api';
 
 const props = defineProps({
+  modelValue: {
+    type: Boolean,
+    default: false
+  },
   databaseId: {
     type: String,
     required: true
   }
 });
 
+const emit = defineEmits(['update:modelValue', 'save']);
+
 const store = useDatabaseStore();
 
 // 响应式数据
@@ -193,7 +200,7 @@ const resetToDefaults = () => {
 };
 
 // 保存配置
-const saveConfig = async () => {
+const handleSave = async () => {
   // 确保 include_distances 始终为 true
   meta['include_distances'] = true;
 
@@ -204,6 +211,13 @@ const saveConfig = async () => {
       // 服务器保存成功后，再保存到 localStorage（兼容性）
       localStorage.setItem(`search-config-${props.databaseId}`, JSON.stringify(meta));
       message.success('配置已保存');
+
+      // 更新 store 中的配置
+      Object.assign(store.meta, meta);
+
+      // 触发保存事件
+      emit('save', { ...meta });
+      emit('update:modelValue', false);
     } else {
       throw new Error(response.message || '保存失败');
     }
@@ -211,49 +225,22 @@ const saveConfig = async () => {
     console.error('保存配置到知识库失败:', error);
     message.error('保存配置失败：' + error.message);
   }
-
-  // 更新 store 中的配置
-  Object.assign(store.meta, meta);
 };
 
-// 组件挂载时加载数据
-onMounted(() => {
-  loadQueryParams();
+// 处理取消
+const handleCancel = () => {
+  emit('update:modelValue', false);
+};
+
+// 监听弹窗显示状态，显示时加载数据
+watch(() => props.modelValue, (newVal) => {
+  if (newVal && props.databaseId) {
+    loadQueryParams();
+  }
 });
 </script>
 
 <style lang="less" scoped>
-.search-config-tab {
-  height: 100%;
-  display: flex;
-  flex-direction: column;
-  background: var(--gray-0);
-}
-
-.config-header {
-  display: flex;
-  justify-content: space-between;
-  align-items: center;
-  padding: 12px 16px;
-  // border-bottom: 1px solid var(--gray-200);
-  flex-shrink: 0;
-
-  .config-title {
-    margin: 0;
-    color: var(--gray-800);
-  }
-
-  .config-actions {
-    display: flex;
-    gap: 8px;
-  }
-}
-
-.config-content {
-  flex: 1;
-  padding: 16px;
-  overflow-y: auto;
-}
 
 .config-loading,
 .config-error {
@@ -261,7 +248,7 @@ onMounted(() => {
   flex-direction: column;
   justify-content: center;
   align-items: center;
-  height: 100%;
+  height: 300px;
   color: var(--gray-500);
 
   p {
@@ -271,10 +258,9 @@ onMounted(() => {
 }
 
 .config-forms {
-  max-width: 800px;
+  max-width: 100%;
 }
 
-
 // 表单样式优化
 :deep(.ant-form-item) {
   margin-bottom: 16px;
diff --git a/web/src/views/DataBaseInfoView.vue b/web/src/views/DataBaseInfoView.vue
index 71f50cad..b5c600b1 100644
--- a/web/src/views/DataBaseInfoView.vue
+++ b/web/src/views/DataBaseInfoView.vue
@@ -41,9 +41,6 @@
             ref="mindmapSectionRef"
           />
         </a-tab-pane>
-        <a-tab-pane key="config" tab="检索配置">
-          <SearchConfigTab :database-id="databaseId" />
-        </a-tab-pane>
         <a-tab-pane key="evaluation" tab="RAG评估（Beta）">
           <RAGEvaluationTab
             v-if="databaseId"
@@ -84,7 +81,6 @@ import FileDetailModal from '@/components/FileDetailModal.vue';
 import FileUploadModal from '@/components/FileUploadModal.vue';
 import KnowledgeGraphSection from '@/components/KnowledgeGraphSection.vue';
 import QuerySection from '@/components/QuerySection.vue';
-import SearchConfigTab from '@/components/SearchConfigTab.vue';
 import MindMapSection from '@/components/MindMapSection.vue';
 import RAGEvaluationTab from '@/components/RAGEvaluationTab.vue';
 import EvaluationBenchmarks from '@/components/EvaluationBenchmarks.vue';