feat: add migrations, test scripts, and utility tools

- Add database migrations (006-028) for face recognition, identity, file_uuid
- Add test scripts for ASR, face, search, processing
- Add portal frontend (Tauri)
- Add config, benchmark, and monitoring utilities
- Add model checkpoints and pretrained model references

portal/src/views/PersonsView.vue

@@ -0,0 +1,176 @@
+<template>
+  <div class="space-y-6">
+    <div class="flex justify-between items-center">
+      <h2 class="text-2xl font-bold">人物管理</h2>
+      <button
+        @click="loadPersons"
+        class="bg-blue-600 hover:bg-blue-700 px-4 py-2 rounded-lg transition"
+      >
+        重新整理
+      </button>
+    </div>
+
+    <!-- Search Filter -->
+    <div class="bg-gray-800 rounded-lg p-4 border border-gray-700">
+      <input
+        v-model="filterQuery"
+        @keyup.enter="loadPersons"
+        type="text"
+        placeholder="搜尋人物..."
+        class="w-full bg-gray-700 border border-gray-600 rounded-lg px-4 py-2 text-white focus:outline-none focus:border-blue-500"
+      />
+    </div>
+
+    <!-- Person List -->
+    <div v-if="persons.length > 0" class="grid gap-4">
+      <div
+        v-for="person in persons"
+        :key="person.id"
+        class="bg-gray-800 rounded-lg p-6 border border-gray-700"
+      >
+        <div class="flex items-start gap-6">
+          <!-- Thumbnail -->
+          <PersonThumbnail :personId="person.person_id" :videoUuid="person.file_uuid" />
+
+          <div class="flex-1">
+            <div class="flex items-center space-x-3 mb-2">
+              <h3 class="text-xl font-semibold text-blue-400">
+                {{ person.profile.name || '未命名' }}
+              </h3>
+              <span
+                v-if="person.face_identity_id"
+                class="bg-green-900 text-green-300 px-2 py-1 rounded text-xs"
+              >
+                已註冊
+              </span>
+              <span
+                v-else
+                class="bg-yellow-900 text-yellow-300 px-2 py-1 rounded text-xs"
+              >
+                未註冊
+              </span>
+            </div>
+            <div class="grid grid-cols-2 gap-4 text-sm text-gray-400 mb-3">
+              <div>角色: {{ person.profile.character_name || '-' }}</div>
+              <div>Speaker: {{ person.profile.speaker_id || '-' }}</div>
+              <div>影片: {{ person.file_uuid }}</div>
+              <div>出現次數: {{ person.stats.appearance_count }}</div>
+            </div>
+            <div v-if="person.profile.original_name" class="text-sm text-gray-500">
+              原始名稱: {{ person.profile.original_name }}
+            </div>
+          </div>
+          
+          <!-- Actions -->
+          <div class="flex flex-col space-y-2">
+            <button
+              v-if="!person.face_identity_id"
+              @click="registerPerson(person.person_id, person.file_uuid)"
+              class="bg-green-600 hover:bg-green-700 px-4 py-2 rounded-lg text-sm transition"
+            >
+              註冊為全域身份
+            </button>
+            <button
+              @click="viewDetails(person)"
+              class="bg-gray-700 hover:bg-gray-600 px-4 py-2 rounded-lg text-sm transition"
+            >
+              {{ person.face_identity_id ? '查看全域詳情' : '查看影片' }}
+            </button>
+          </div>
+        </div>
+      </div>
+    </div>
+
+    <!-- Loading State -->
+    <div v-else-if="loading" class="text-center py-12 text-gray-500">
+      載入中...
+    </div>
+
+    <!-- Empty State -->
+    <div v-else class="text-center py-12 text-gray-500">
+      尚無人物資料
+    </div>
+  </div>
+</template>
+
+<script setup lang="ts">
+import { ref, onMounted } from 'vue'
+import { listIdentities } from '@/api/client'
+import { useRouter } from 'vue-router'
+import PersonThumbnail from '@/components/PersonThumbnail.vue'
+import { invoke } from '@tauri-apps/api/core'
+
+interface PersonProfile {
+  name: string | null
+  original_name: string | null
+  character_name: string | null
+  speaker_id: string | null
+}
+
+interface PersonStats {
+  appearance_count: number
+  total_duration: number
+  first_appearance: number | null
+  last_appearance: number | null
+}
+
+interface Person {
+  id: number
+  person_id: string
+  face_identity_id: number | null
+  file_uuid: string
+  profile: PersonProfile
+  stats: PersonStats
+  is_confirmed: boolean
+}
+
+const persons = ref<Person[]>([])
+const loading = ref(false)
+const filterQuery = ref('')
+const router = useRouter()
+
+const loadPersons = async () => {
+  loading.value = true
+  try {
+    const result = await listIdentities()
+    persons.value = result.identities
+  } catch (error) {
+    console.error('Failed to load persons:', error)
+    alert('載入失敗: ' + error)
+  } finally {
+    loading.value = false
+  }
+}
+
+const registerPerson = async (personId: string, videoUuid: string) => {
+  try {
+    await invoke('register_identity', {
+      personId,
+      videoUuid
+    })
+    alert('註冊成功！')
+    await loadPersons()
+  } catch (error) {
+    console.error('Registration failed:', error)
+    alert('註冊失敗: ' + error)
+  }
+}
+
+const viewDetails = (person: Person) => {
+  if (person.face_identity_id) {
+    router.push({
+      name: 'identity-detail',
+      params: { id: person.face_identity_id }
+    })
+  } else {
+    router.push({
+      name: 'video-detail',
+      params: { uuid: person.file_uuid }
+    })
+  }
+}
+
+onMounted(() => {
+  loadPersons()
+})
+</script>