feat: 添加自动索引功能，优化文件处理流程

- 在知识库中新增自动索引参数，支持在文件处理后自动触发索引。
- 更新前端界面，允许用户配置自动索引选项，并在处理结果中反馈索引状态。
- 调整定时器刷新间隔，提高数据库信息更新的实时性。

src/core/knowledgebase.py

@@ -460,6 +460,9 @@ class KnowledgeBase:
                 self.update_file_status(file_id, "pending_indexing")
                 file_record['status'] = "pending_indexing" # Ensure status is up-to-date
 
+                if params.get("auto_indexing", False):
+                    await self.trigger_file_indexing(db_id, file_id)
+
             except Exception as e:
                 logger.error(f"处理文件 {file_path} 失败，无法保存待索引块: {e}, {traceback.format_exc()}")
                 self.update_file_status(file_id, "failed") # Mark file as failed
@@ -510,6 +513,9 @@ class KnowledgeBase:
                 self.update_file_status(file_id, "pending_indexing")
                 file_record['status'] = "pending_indexing"
 
+                if params.get("auto_indexing", False):
+                    await self.trigger_file_indexing(db_id, file_id)
+
             except Exception as e:
                 logger.error(f"处理URL {url} 失败，无法保存待索引块: {e}, {traceback.format_exc()}")
                 self.update_file_status(file_id, "failed")

src/models/embedding.py

@@ -159,7 +159,7 @@ class OtherEmbedding(BaseEmbeddingModel):
         self.embed_model_fullname = config.embed_model
         self.dimension = self.info.get("dimension", None)
         self.model = self.info["name"]
-        self.api_key = os.getenv(self.info["api_key"], None)
+        self.api_key = os.getenv(self.info["api_key"], self.info["api_key"])
         self.url = get_docker_safe_url(self.info["url"])
         assert self.url and self.model, f"URL and model are required. Cur embed model: {config.embed_model}"
         self.headers = {
@@ -190,6 +190,7 @@ def get_embedding_model():
     assert config.embed_model in support_embed_models, f"Unsupported embed model: {config.embed_model}, only support {support_embed_models}"
     logger.debug(f"Loading embedding model {config.embed_model}")
     if provider == "local":
+        logger.warning("[DEPRECATED] Local embedding model will be removed in v0.2, please use other embedding models")
         model = LocalEmbeddingModel()
 
     elif provider == "zhipu":

src/models/rerank_model.py

@@ -22,7 +22,7 @@ class LocalReranker(FlagReranker):
 def sigmoid(x):
     return 1 / (1 + np.exp(-x))
 
-class SiliconFlowReranker:
+class OnlineRerank:
     def __init__(self, **kwargs):
         model_info = config.reranker_names[config.reranker]
         self.url = get_docker_safe_url(model_info["url"])
@@ -64,9 +64,10 @@ def get_reranker():
     assert config.reranker in support_rerankers, f"Unsupported Reranker: {config.reranker}, only support {support_rerankers}"
     provider, model_name = config.reranker.split('/', 1)
     if provider == "local":
+        logger.warning("[DEPRECATED] Local reranker will be removed in v0.2, please use other reranker")
         return LocalReranker()
     elif provider == "siliconflow":
-        return SiliconFlowReranker()
+        return OnlineRerank()
     else:
         raise ValueError(f"Unsupported Reranker: {config.reranker}, only support {config.reranker_names.keys()}")
 

src/static/models.yaml

@@ -111,11 +111,6 @@ MODEL_NAMES:
 
 
 EMBED_MODEL_INFO:
-  local/BAAI/bge-m3:
-    name: BAAI/bge-m3
-    dimension: 1024
-    # local_path: /models/BAAI/bge-m3，也可以在这里配置
-
   zhipu/zhipu-embedding-2:
     name: embedding-2
     dimension: 1024
@@ -131,25 +126,23 @@ EMBED_MODEL_INFO:
     api_key: SILICONFLOW_API_KEY
 
   vllm/Qwen/Qwen3-Embedding-0.6B:
-    name: qwen3-embedding-0.6b
+    name: Qwen3-Embedding-0.6B
     dimension: 1024
-    url: http://172.19.13.6:8081/v1/embeddings
+    url: http://localhost:8081/v1/embeddings
     api_key: no_api_key
 
   ollama/nomic-embed-text:
     name: nomic-embed-text
+    url: http://localhost:11434/api/embed
     dimension: 768
 
   ollama/bge-m3:
     name: bge-m3
+    url: http://localhost:11434/api/embed
     dimension: 1024
 
 RERANKER_LIST:
 
-  local/BAAI/bge-reranker-v2-m3:
-    name: BAAI/bge-reranker-v2-m3
-    # local_path: /models/BAAI/bge-m3，也可以在这里配置
-
   siliconflow/BAAI/bge-reranker-v2-m3:
     name: BAAI/bge-reranker-v2-m3
     url: https://api.siliconflow.cn/v1/rerank
@@ -157,5 +150,5 @@ RERANKER_LIST:
 
   vllm/Qwen/Qwen3-Reranker-0.6B:
     name: Qwen/Qwen3-Reranker-0.6B
-    url: http://172.19.13.6:8081/v1/rerank
+    url: http://localhost:8081/v1/rerank
     api_key: no_api_key

web/src/views/DataBaseInfoView.vue

@@ -65,6 +65,10 @@
           <a-input-number v-model:value="tempChunkParams.chunk_overlap" :min="0" :max="1000" style="width: 100%;" />
           <p class="param-description">相邻文本片段间的重叠字符数</p>
         </a-form-item>
+        <a-form-item label="自动索引" name="auto_indexing">
+          <a-switch v-model:checked="tempChunkParams.auto_indexing" />
+          <p class="param-description">分块完成后自动开始索引，生成向量并写入数据库</p>
+        </a-form-item>
       </a-form>
     </div>
   </a-modal>
@@ -95,7 +99,7 @@
         </div>
         <div class="config-controls">
           <a-button type="dashed" @click="showChunkConfigModal">
-            <SettingOutlined /> 分块参数 ({{ chunkParams.chunk_size }}/{{ chunkParams.chunk_overlap }})
+            <SettingOutlined /> 分块参数 ({{ chunkParams.chunk_size }}/{{ chunkParams.chunk_overlap }}{{ chunkParams.auto_indexing ? '/自动索引' : '' }})
           </a-button>
         </div>
       </div>
@@ -781,6 +785,7 @@ const chunkParams = ref({
   chunk_size: 1000,
   chunk_overlap: 200,
   enable_ocr: 'disable',
+  auto_indexing: false,
 })
 
 const chunkResults = ref([]);
@@ -812,7 +817,8 @@ const chunkFiles = () => {
   .then(data => {
     console.log('文件处理结果:', data)
     if (data.status === 'success') {
-      message.info(data.message || '文件已提交处理，请稍后在列表刷新查看状态');
+      const autoIndexingInfo = chunkParams.value.auto_indexing ? '，自动索引已启动' : '，请手动点击索引按钮完成索引';
+      message.info(data.message + autoIndexingInfo || '文件已提交处理，请稍后在列表刷新查看状态');
       fileList.value = []; // 清空已上传文件列表
       addFilesModalVisible.value = false; // 关闭弹窗
       getDatabaseInfo(); // 刷新数据库信息以显示新文件及其状态
@@ -850,7 +856,8 @@ const chunkUrls = () => {
   .then(data => {
     console.log('URL处理结果:', data);
     if (data.status === 'success') {
-      message.success(data.message || 'URL已提交处理，请稍后在列表刷新查看状态');
+      const autoIndexingInfo = chunkParams.value.auto_indexing ? '，自动索引已启动' : '，请手动点击索引按钮完成索引';
+      message.success(data.message + autoIndexingInfo || 'URL已提交处理，请稍后在列表刷新查看状态');
       urlList.value = ''; // 清空URL输入
       addFilesModalVisible.value = false; // 关闭弹窗
       getDatabaseInfo(); // 刷新数据库信息以显示新文件及其状态
@@ -907,7 +914,7 @@ onMounted(() => {
   getDatabaseInfo();
   state.refreshInterval = setInterval(() => {
     getDatabaseInfo();
-  }, 10000);
+  }, 1000);
 })
 
 // 添加 onUnmounted 钩子，在组件卸载时清除定时器
@@ -951,6 +958,7 @@ const chunkConfigModalVisible = ref(false);
 const tempChunkParams = ref({
   chunk_size: 1000,
   chunk_overlap: 200,
+  auto_indexing: false,
 });
 
 // 添加文件弹窗
@@ -997,6 +1005,7 @@ const showChunkConfigModal = () => {
   tempChunkParams.value = {
     chunk_size: chunkParams.value.chunk_size,
     chunk_overlap: chunkParams.value.chunk_overlap,
+    auto_indexing: chunkParams.value.auto_indexing,
   };
   chunkConfigModalVisible.value = true;
 };
@@ -1005,6 +1014,7 @@ const showChunkConfigModal = () => {
 const handleChunkConfigSubmit = () => {
   chunkParams.value.chunk_size = tempChunkParams.value.chunk_size;
   chunkParams.value.chunk_overlap = tempChunkParams.value.chunk_overlap;
+  chunkParams.value.auto_indexing = tempChunkParams.value.auto_indexing;
   chunkConfigModalVisible.value = false;
   message.success('分块参数配置已更新');
 };

web/src/views/SettingView.vue

@@ -96,7 +96,7 @@
         <ModelProvidersComponent />
       </div>
       <div class="setting" v-if="(state.windowWidth <= 520 || state.section ==='path') && userStore.isSuperAdmin">
-        <h3>本地模型配置</h3>
+        <h3>本地模型配置（将在 v0.2 版本移除对本地模型的支持）</h3>
         <p>如果是 Docker 启动，务必确保在 docker-compose.dev.yaml 中添加了 volumes 映射。</p>
         <TableConfigComponent
           :config="configStore.config?.model_local_paths"