File size: 9,687 Bytes
8ede856
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
<template>
  <div class="settings-tab">
    <v-card elevation="2">
      <v-card-title class="pa-4">{{ t('settings.title') }}</v-card-title>
      <v-divider />

      <v-card-text class="pa-6">
        <v-form ref="formRef">
          <!-- 基本设置 -->
          <h3 class="text-h6 mb-4">{{ t('settings.basic') }}</h3>

          <v-row>
            <v-col cols="12" md="6">
              <v-text-field
                v-model.number="formData.chunk_size"
                :label="t('settings.chunkSize')"
                type="number"
                variant="outlined"
                density="comfortable"
              />
            </v-col>
            <v-col cols="12" md="6">
              <v-text-field
                v-model.number="formData.chunk_overlap"
                :label="t('settings.chunkOverlap')"
                type="number"
                variant="outlined"
                density="comfortable"
              />
            </v-col>
          </v-row>

          <!-- 检索设置 -->
          <h3 class="text-h6 mb-4 mt-6">{{ t('settings.retrieval') }}</h3>

          <v-row>
            <v-col cols="12" md="6">
              <v-text-field
                v-model.number="formData.top_k_dense"
                :label="t('settings.topKDense')"
                type="number"
                variant="outlined"
                density="comfortable"
              />
            </v-col>
            <v-col cols="12" md="6">
              <v-text-field
                v-model.number="formData.top_k_sparse"
                :label="t('settings.topKSparse')"
                type="number"
                variant="outlined"
                density="comfortable"
              />
            </v-col>
            <!-- <v-col cols="12" md="4">
              <v-text-field
                v-model.number="formData.top_m_final"
                :label="t('settings.topMFinal')"
                type="number"
                variant="outlined"
                density="comfortable"
              />
            </v-col> -->
          </v-row>

          <!-- 模型设置 -->
          <h3 class="text-h6 mb-4 mt-6">{{ t('settings.embeddingProvider') }}</h3>

          <v-row>
            <v-col cols="12" md="6">
              <v-select
                v-model="formData.embedding_provider_id"
                :items="embeddingProviders"
                :item-title="item => item.embedding_model || item.id"
                :item-value="'id'"
                :label="t('settings.embeddingProvider')"
                variant="outlined"
                density="comfortable"
                @update:model-value="handleEmbeddingProviderChange"
                :disabled="true"
              />
            </v-col>
            <v-col cols="12" md="6">
              <v-select
                v-model="formData.rerank_provider_id"
                :items="rerankProviders"
                :item-title="item => item.rerank_model || item.id"
                :item-value="'id'"
                :label="t('settings.rerankProvider')"
                variant="outlined"
                density="comfortable"
                clearable
              />
            </v-col>
          </v-row>

          <v-alert type="info" variant="tonal" class="mt-4">
            {{ t('settings.tips') }}
          </v-alert>

          <v-alert type="warning" variant="tonal" class="mt-4" v-if="showEmbeddingWarning">
            <strong>注意:</strong> 修改嵌入模型会导致现有的向量数据失效,建议重新上传文档。不同的嵌入模型生成的向量不兼容,可能导致检索结果不准确。
          </v-alert>
        </v-form>
      </v-card-text>

      <v-divider />

      <v-card-actions class="pa-4">
        <v-spacer />
        <v-btn
          color="primary"
          variant="elevated"
          prepend-icon="mdi-content-save"
          @click="saveSettings"
          :loading="saving"
        >
          {{ t('settings.save') }}
        </v-btn>
      </v-card-actions>
    </v-card>

    <!-- 消息提示 -->
    <v-snackbar v-model="snackbar.show" :color="snackbar.color">
      {{ snackbar.text }}
    </v-snackbar>

    <!-- Embedding Provider修改确认对话框 -->
    <v-dialog v-model="embeddingChangeDialog" max-width="500px" persistent>
      <v-card>
        <v-card-title class="bg-warning text-white">
          <v-icon class="mr-2">mdi-alert</v-icon>
          确认修改嵌入模型
        </v-card-title>
        <v-card-text class="pa-6">
          <v-alert type="warning" variant="tonal" class="mb-4">
            <strong>警告:</strong> 修改嵌入模型将导致以下影响:
          </v-alert>
          <ul class="text-body-2">
            <li>现有的向量数据将失效</li>
            <li>检索功能可能无法正常工作</li>
            <li>建议删除现有文档后重新上传</li>
            <li>不同嵌入模型生成的向量不兼容</li>
          </ul>
          <div class="mt-4 text-body-2">
            您确定要将嵌入模型从 <strong>{{ originalEmbeddingProvider }}</strong> 修改为 <strong>{{ pendingEmbeddingProvider }}</strong> 吗?
          </div>
        </v-card-text>
        <v-card-actions class="pa-4">
          <v-spacer />
          <v-btn variant="text" @click="cancelEmbeddingChange">
            取消
          </v-btn>
          <v-btn color="warning" variant="elevated" @click="confirmEmbeddingChange">
            确认修改
          </v-btn>
        </v-card-actions>
      </v-card>
    </v-dialog>
  </div>
</template>

<script setup lang="ts">
import { ref, watch, onMounted } from 'vue'
import axios from 'axios'
import { useModuleI18n } from '@/i18n/composables'

const { tm: t } = useModuleI18n('features/knowledge-base/detail')

const props = defineProps<{
  kb: any
}>()

const emit = defineEmits(['updated'])

// 状态
const saving = ref(false)
const formRef = ref()
const embeddingProviders = ref<any[]>([])
const rerankProviders = ref<any[]>([])
const originalEmbeddingProvider = ref('')
const showEmbeddingWarning = ref(false)
const embeddingChangeDialog = ref(false)
const pendingEmbeddingProvider = ref('')

const snackbar = ref({
  show: false,
  text: '',
  color: 'success'
})

const showSnackbar = (text: string, color: string = 'success') => {
  snackbar.value.text = text
  snackbar.value.color = color
  snackbar.value.show = true
}

// 表单数据
const formData = ref({
  chunk_size: 512,
  chunk_overlap: 50,
  top_k_dense: 50,
  top_k_sparse: 50,
  embedding_provider_id: '',
  rerank_provider_id: ''
})

// 监听 kb 变化,更新表单
watch(() => props.kb, (kb) => {
  if (kb) {
    formData.value = {
      chunk_size: kb.chunk_size || 512,
      chunk_overlap: kb.chunk_overlap || 50,
      top_k_dense: kb.top_k_dense || 50,
      top_k_sparse: kb.top_k_sparse || 50,
      // top_m_final: kb.top_m_final || 5,
      embedding_provider_id: kb.embedding_provider_id || '',
      rerank_provider_id: kb.rerank_provider_id || ''
    }
    // 保存原始的embedding provider
    originalEmbeddingProvider.value = kb.embedding_provider_id || ''
  }
}, { immediate: true })

// 加载提供商列表
const loadProviders = async () => {
  try {
    const response = await axios.get('/api/config/provider/list', {
      params: { provider_type: 'embedding,rerank' }
    })
    if (response.data.status === 'ok') {
      embeddingProviders.value = response.data.data.filter(
        (p: any) => p.provider_type === 'embedding'
      )
      rerankProviders.value = response.data.data.filter(
        (p: any) => p.provider_type === 'rerank'
      )
    }
  } catch (error) {
    console.error('Failed to load providers:', error)
  }
}

// 处理embedding provider变更
const handleEmbeddingProviderChange = (newValue: string) => {
  if (newValue && newValue !== originalEmbeddingProvider.value) {
    // 显示警告并需要确认
    showEmbeddingWarning.value = true
    pendingEmbeddingProvider.value = newValue
    embeddingChangeDialog.value = true
  } else {
    showEmbeddingWarning.value = false
  }
}

// 确认修改embedding provider
const confirmEmbeddingChange = () => {
  formData.value.embedding_provider_id = pendingEmbeddingProvider.value
  embeddingChangeDialog.value = false
  showEmbeddingWarning.value = true
}

// 取消修改embedding provider
const cancelEmbeddingChange = () => {
  formData.value.embedding_provider_id = originalEmbeddingProvider.value
  embeddingChangeDialog.value = false
  showEmbeddingWarning.value = false
  pendingEmbeddingProvider.value = ''
}

// 保存设置
const saveSettings = async () => {
  const { valid } = await formRef.value.validate()
  if (!valid) return

  saving.value = true
  try {
    const response = await axios.post('/api/kb/update', {
      kb_id: props.kb.kb_id,
      chunk_size: formData.value.chunk_size,
      chunk_overlap: formData.value.chunk_overlap,
      top_k_dense: formData.value.top_k_dense,
      top_k_sparse: formData.value.top_k_sparse,
      // top_m_final: formData.value.top_m_final,
      rerank_provider_id: formData.value.rerank_provider_id
    })

    if (response.data.status === 'ok') {
      showSnackbar(t('settings.saveSuccess'))
      emit('updated')
    } else {
      showSnackbar(response.data.message || t('settings.saveFailed'), 'error')
    }
  } catch (error) {
    console.error('Failed to save settings:', error)
    showSnackbar(t('settings.saveFailed'), 'error')
  } finally {
    saving.value = false
  }
}

onMounted(() => {
  loadProviders()
})
</script>

<style scoped>
.settings-tab {
  animation: fadeIn 0.3s ease;
}

@keyframes fadeIn {
  from { opacity: 0; }
  to { opacity: 1; }
}
</style>