优化模型问题和调优问题

frontend/src/views/AdminView.vue

@@ -29,7 +29,8 @@
             <el-icon><Monitor /></el-icon>
             <span>大模型与AI治理</span>
           </template>
-          <el-menu-item index="ai-models">模型参数调优</el-menu-item>
+          <el-menu-item index="ai-model-config">模型配置管理</el-menu-item>
+          <el-menu-item index="ai-model-tuning">模型参数调优</el-menu-item>
           <el-menu-item index="ai-logs">聊天日志审计</el-menu-item>
           <el-menu-item index="ai-content">内容审查</el-menu-item>
         </el-sub-menu>
@@ -105,11 +106,16 @@
           <SceneBinding />
         </div>
 
-        <!-- 模型参数调优 -->
-        <div v-show="activeMenu === 'ai-models'" class="page-content">
+        <!-- 模型配置管理 -->
+        <div v-show="activeMenu === 'ai-model-config'" class="page-content">
           <ModelConfig />
         </div>
 
+        <!-- 模型参数调优 -->
+        <div v-show="activeMenu === 'ai-model-tuning'" class="page-content">
+          <ModelTuning />
+        </div>
+
         <!-- 聊天日志审计 -->
         <div v-show="activeMenu === 'ai-logs'" class="page-content">
           <ChatLogs />
@@ -184,6 +190,7 @@ import BackgroundManager from './components/admin/BackgroundManager.vue'
 import PetManager from './components/admin/PetManager.vue'
 import SceneBinding from './components/admin/SceneBinding.vue'
 import ModelConfig from './components/admin/ModelConfig.vue'
+import ModelTuning from './components/admin/ModelTuning.vue'
 import ChatLogs from './components/admin/ChatLogs.vue'
 import ContentAudit from './components/admin/ContentAudit.vue'
 import UserList from './components/admin/UserList.vue'
@@ -211,6 +218,7 @@ export default {
     PetManager,
     SceneBinding,
     ModelConfig,
+    ModelTuning,
     ChatLogs,
     ContentAudit,
     UserList,
@@ -225,7 +233,7 @@ export default {
   setup() {
     const router = useRouter()
     const userStore = useUserStore()
-    const activeMenu = ref('scene-backgrounds')
+    const activeMenu = ref('ai-model-config')
     const loading = ref(false)
 
     // 页面标题映射
@@ -233,7 +241,8 @@ export default {
       'scene-backgrounds': '背景资源管理',
       'scene-pets': '智能体库',
       'scene-binding': '背景绑定配置',
-      'ai-models': '模型参数调优',
+      'ai-model-config': '模型配置管理',
+      'ai-model-tuning': '模型参数调优',
       'ai-logs': '聊天日志审计',
       'ai-content': '内容审查',
       'users-list': '用户列表',

frontend/src/views/components/admin/ModelTuning.vue

@@ -0,0 +1,283 @@
+<template>
+  <div class="model-tuning">
+    <el-card>
+      <template #header>
+        <div class="card-header">
+          <h3>模型参数调优</h3>
+          <el-button @click="loadModels" :loading="loading">
+            <el-icon><Refresh /></el-icon>
+            刷新
+          </el-button>
+        </div>
+      </template>
+
+      <el-alert
+        type="info"
+        show-icon
+        :closable="false"
+        title="在这里按模型维度调优推理参数，不修改模型接入信息（如 API Key / Base URL）。"
+        style="margin-bottom: 16px"
+      />
+
+      <el-table :data="modelList" v-loading="loading" row-key="id">
+        <el-table-column prop="name" label="模型名称" min-width="160" />
+        <el-table-column prop="model_key" label="模型键" min-width="180" />
+        <el-table-column prop="provider" label="提供商" width="120" />
+        <el-table-column prop="temperature" label="Temperature" width="130" />
+        <el-table-column prop="top_p" label="Top P" width="110" />
+        <el-table-column prop="max_tokens" label="最大Token" width="120" />
+        <el-table-column prop="enabled" label="状态" width="100">
+          <template #default="{ row }">
+            <el-tag :type="row.enabled ? 'success' : 'danger'">
+              {{ row.enabled ? '启用' : '禁用' }}
+            </el-tag>
+          </template>
+        </el-table-column>
+        <el-table-column label="操作" width="240">
+          <template #default="{ row }">
+            <el-button size="small" type="primary" @click="openTuningDialog(row)">参数调优</el-button>
+            <el-button size="small" @click="openTestDialog(row)">调优测试</el-button>
+          </template>
+        </el-table-column>
+      </el-table>
+    </el-card>
+
+    <el-dialog v-model="dialogVisible" title="模型参数调优" width="620px">
+      <el-form :model="tuningForm" label-width="130px">
+        <el-form-item label="模型名称">
+          <el-input v-model="tuningForm.name" disabled />
+        </el-form-item>
+
+        <el-form-item label="Temperature">
+          <el-slider
+            v-model="tuningForm.temperature"
+            :min="0"
+            :max="2"
+            :step="0.01"
+            show-input
+          />
+        </el-form-item>
+
+        <el-form-item label="Top P">
+          <el-slider
+            v-model="tuningForm.top_p"
+            :min="0"
+            :max="1"
+            :step="0.01"
+            show-input
+          />
+        </el-form-item>
+
+        <el-form-item label="最大Token">
+          <el-input-number v-model="tuningForm.max_tokens" :min="1" :max="1000000" style="width: 100%" />
+        </el-form-item>
+
+        <el-form-item label="上下文长度">
+          <el-input-number v-model="tuningForm.context_length" :min="1" :max="1000000" style="width: 100%" />
+        </el-form-item>
+
+        <el-form-item label="启用状态">
+          <el-switch v-model="tuningForm.enabled" />
+        </el-form-item>
+      </el-form>
+
+      <template #footer>
+        <el-button @click="dialogVisible = false">取消</el-button>
+        <el-button type="primary" :loading="saving" @click="saveTuning">保存调优</el-button>
+      </template>
+    </el-dialog>
+
+    <el-dialog v-model="testDialogVisible" title="调优参数测试" width="640px">
+      <el-form :model="testForm" label-width="100px">
+        <el-form-item label="模型">
+          <el-input v-model="testForm.model_name" disabled />
+        </el-form-item>
+        <el-form-item label="测试消息">
+          <el-input
+            v-model="testForm.test_message"
+            type="textarea"
+            :rows="4"
+            placeholder="请输入测试消息"
+          />
+        </el-form-item>
+      </el-form>
+
+      <el-divider>测试结果</el-divider>
+      <div v-if="testResult">
+        <el-alert
+          :type="testResult.success ? 'success' : 'error'"
+          :title="testResult.message"
+          show-icon
+        />
+        <div v-if="testResult.response" class="response-content">
+          <h4>响应内容:</h4>
+          <p>{{ testResult.response }}</p>
+        </div>
+      </div>
+
+      <template #footer>
+        <el-button @click="testDialogVisible = false">关闭</el-button>
+        <el-button type="primary" :loading="testing" @click="submitTest">开始测试</el-button>
+      </template>
+    </el-dialog>
+  </div>
+</template>
+
+<script>
+import { onMounted, reactive, ref } from 'vue'
+import { ElMessage } from 'element-plus'
+import { Refresh } from '@element-plus/icons-vue'
+import axios from '@/api/index.js'
+
+export default {
+  name: 'ModelTuning',
+  components: { Refresh },
+  setup() {
+    const loading = ref(false)
+    const saving = ref(false)
+    const testing = ref(false)
+    const dialogVisible = ref(false)
+    const testDialogVisible = ref(false)
+
+    const modelList = ref([])
+    const testResult = ref(null)
+
+    const tuningForm = reactive({
+      id: null,
+      name: '',
+      model_key: '',
+      temperature: 0.7,
+      top_p: 1,
+      max_tokens: 4096,
+      context_length: 8192,
+      enabled: true
+    })
+
+    const testForm = reactive({
+      model_key: '',
+      model_name: '',
+      test_message: '请用一句话介绍你当前参数下的回答风格。'
+    })
+
+    const loadModels = async () => {
+      try {
+        loading.value = true
+        const response = await axios.get('/api/v1/model-config/', {
+          params: { skip: 0, limit: 1000 }
+        })
+        modelList.value = response.data.data || []
+      } catch (error) {
+        console.error('加载模型列表失败:', error)
+        ElMessage.error('加载模型列表失败')
+      } finally {
+        loading.value = false
+      }
+    }
+
+    const openTuningDialog = (row) => {
+      Object.assign(tuningForm, {
+        id: row.id,
+        name: row.name,
+        model_key: row.model_key,
+        temperature: row.temperature ?? 0.7,
+        top_p: row.top_p ?? 1,
+        max_tokens: row.max_tokens ?? 4096,
+        context_length: row.context_length ?? 8192,
+        enabled: row.enabled ?? true
+      })
+      dialogVisible.value = true
+    }
+
+    const saveTuning = async () => {
+      try {
+        saving.value = true
+        await axios.put(`/api/v1/model-config/${tuningForm.id}`, {
+          temperature: tuningForm.temperature,
+          top_p: tuningForm.top_p,
+          max_tokens: tuningForm.max_tokens,
+          context_length: tuningForm.context_length,
+          enabled: tuningForm.enabled
+        })
+        ElMessage.success('调优参数保存成功')
+        dialogVisible.value = false
+        await loadModels()
+      } catch (error) {
+        console.error('保存调优参数失败:', error)
+        ElMessage.error(error.response?.data?.detail || '保存调优参数失败')
+      } finally {
+        saving.value = false
+      }
+    }
+
+    const openTestDialog = (row) => {
+      testForm.model_key = row.model_key
+      testForm.model_name = row.name
+      testResult.value = null
+      testDialogVisible.value = true
+    }
+
+    const submitTest = async () => {
+      try {
+        testing.value = true
+        const response = await axios.post('/api/v1/model-config/test-connection', {
+          model_key: testForm.model_key,
+          test_message: testForm.test_message
+        })
+        testResult.value = response.data
+      } catch (error) {
+        console.error('测试失败:', error)
+        testResult.value = {
+          success: false,
+          message: error.response?.data?.detail || '测试失败'
+        }
+      } finally {
+        testing.value = false
+      }
+    }
+
+    onMounted(() => {
+      loadModels()
+    })
+
+    return {
+      loading,
+      saving,
+      testing,
+      dialogVisible,
+      testDialogVisible,
+      modelList,
+      tuningForm,
+      testForm,
+      testResult,
+      loadModels,
+      openTuningDialog,
+      saveTuning,
+      openTestDialog,
+      submitTest
+    }
+  }
+}
+</script>
+
+<style scoped>
+.model-tuning {
+  padding: 20px;
+}
+
+.card-header {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+}
+
+.response-content {
+  margin-top: 12px;
+  padding: 10px;
+  border-radius: 6px;
+  background: #f5f7fa;
+}
+
+.response-content h4 {
+  margin: 0 0 8px;
+}
+</style>