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公明
2026-01-08 23:43:09 +08:00
committed by GitHub
parent dccbb80fa4
commit 14e9b986b0
5 changed files with 452 additions and 57 deletions

View File

@@ -214,23 +214,53 @@ func New(cfg *config.Config, log *logger.Logger) (*App, error) {
return
}
if hasIndex {
// 如果已有索引,只索引新添加或更新的项
if len(itemsToIndex) > 0 {
log.Logger.Info("检测到已有知识库索引,开始增量索引", zap.Int("count", len(itemsToIndex)))
ctx := context.Background()
for _, itemID := range itemsToIndex {
if err := knowledgeIndexer.IndexItem(ctx, itemID); err != nil {
log.Logger.Warn("索引知识项失败", zap.String("itemId", itemID), zap.Error(err))
continue
if hasIndex {
// 如果已有索引,只索引新添加或更新的项
if len(itemsToIndex) > 0 {
log.Logger.Info("检测到已有知识库索引,开始增量索引", zap.Int("count", len(itemsToIndex)))
ctx := context.Background()
consecutiveFailures := 0
var firstFailureItemID string
var firstFailureError error
failedCount := 0
for _, itemID := range itemsToIndex {
if err := knowledgeIndexer.IndexItem(ctx, itemID); err != nil {
failedCount++
consecutiveFailures++
if consecutiveFailures == 1 {
firstFailureItemID = itemID
firstFailureError = err
log.Logger.Warn("索引知识项失败", zap.String("itemId", itemID), zap.Error(err))
}
// 如果连续失败2次立即停止增量索引
if consecutiveFailures >= 2 {
log.Logger.Error("连续索引失败次数过多,立即停止增量索引",
zap.Int("consecutiveFailures", consecutiveFailures),
zap.Int("totalItems", len(itemsToIndex)),
zap.String("firstFailureItemId", firstFailureItemID),
zap.Error(firstFailureError),
)
break
}
continue
}
// 成功时重置连续失败计数
if consecutiveFailures > 0 {
consecutiveFailures = 0
firstFailureItemID = ""
firstFailureError = nil
}
}
log.Logger.Info("增量索引完成", zap.Int("totalItems", len(itemsToIndex)), zap.Int("failedCount", failedCount))
} else {
log.Logger.Info("检测到已有知识库索引,没有需要索引的新项或更新项")
}
log.Logger.Info("增量索引完成", zap.Int("totalItems", len(itemsToIndex)))
} else {
log.Logger.Info("检测到已有知识库索引,没有需要索引的新项或更新项")
return
}
return
}
// 只有在没有索引时才自动重建
log.Logger.Info("未检测到知识库索引,开始自动构建索引")
@@ -934,13 +964,43 @@ func initializeKnowledge(
if len(itemsToIndex) > 0 {
logger.Info("检测到已有知识库索引,开始增量索引", zap.Int("count", len(itemsToIndex)))
ctx := context.Background()
consecutiveFailures := 0
var firstFailureItemID string
var firstFailureError error
failedCount := 0
for _, itemID := range itemsToIndex {
if err := knowledgeIndexer.IndexItem(ctx, itemID); err != nil {
logger.Warn("索引知识项失败", zap.String("itemId", itemID), zap.Error(err))
failedCount++
consecutiveFailures++
if consecutiveFailures == 1 {
firstFailureItemID = itemID
firstFailureError = err
logger.Warn("索引知识项失败", zap.String("itemId", itemID), zap.Error(err))
}
// 如果连续失败2次立即停止增量索引
if consecutiveFailures >= 2 {
logger.Error("连续索引失败次数过多,立即停止增量索引",
zap.Int("consecutiveFailures", consecutiveFailures),
zap.Int("totalItems", len(itemsToIndex)),
zap.String("firstFailureItemId", firstFailureItemID),
zap.Error(firstFailureError),
)
break
}
continue
}
// 成功时重置连续失败计数
if consecutiveFailures > 0 {
consecutiveFailures = 0
firstFailureItemID = ""
firstFailureError = nil
}
}
logger.Info("增量索引完成", zap.Int("totalItems", len(itemsToIndex)))
logger.Info("增量索引完成", zap.Int("totalItems", len(itemsToIndex)), zap.Int("failedCount", failedCount))
} else {
logger.Info("检测到已有知识库索引,没有需要索引的新项或更新项")
}

View File

@@ -57,6 +57,7 @@ type ConfigHandler struct {
appUpdater AppUpdater // App更新器可选
logger *zap.Logger
mu sync.RWMutex
lastEmbeddingConfig *config.EmbeddingConfig // 上一次的嵌入模型配置(用于检测变更)
}
// AttackChainUpdater 攻击链处理器更新接口
@@ -72,15 +73,26 @@ type AgentUpdater interface {
// NewConfigHandler 创建新的配置处理器
func NewConfigHandler(configPath string, cfg *config.Config, mcpServer *mcp.Server, executor *security.Executor, agent AgentUpdater, attackChainHandler AttackChainUpdater, externalMCPMgr *mcp.ExternalMCPManager, logger *zap.Logger) *ConfigHandler {
// 保存初始的嵌入模型配置(如果知识库已启用)
var lastEmbeddingConfig *config.EmbeddingConfig
if cfg.Knowledge.Enabled {
lastEmbeddingConfig = &config.EmbeddingConfig{
Provider: cfg.Knowledge.Embedding.Provider,
Model: cfg.Knowledge.Embedding.Model,
BaseURL: cfg.Knowledge.Embedding.BaseURL,
APIKey: cfg.Knowledge.Embedding.APIKey,
}
}
return &ConfigHandler{
configPath: configPath,
config: cfg,
mcpServer: mcpServer,
executor: executor,
agent: agent,
attackChainHandler: attackChainHandler,
externalMCPMgr: externalMCPMgr,
logger: logger,
configPath: configPath,
config: cfg,
mcpServer: mcpServer,
executor: executor,
agent: agent,
attackChainHandler: attackChainHandler,
externalMCPMgr: externalMCPMgr,
logger: logger,
lastEmbeddingConfig: lastEmbeddingConfig,
}
}
@@ -522,6 +534,15 @@ func (h *ConfigHandler) UpdateConfig(c *gin.Context) {
// 更新Knowledge配置
if req.Knowledge != nil {
// 保存旧的嵌入模型配置(用于检测变更)
if h.config.Knowledge.Enabled {
h.lastEmbeddingConfig = &config.EmbeddingConfig{
Provider: h.config.Knowledge.Embedding.Provider,
Model: h.config.Knowledge.Embedding.Model,
BaseURL: h.config.Knowledge.Embedding.BaseURL,
APIKey: h.config.Knowledge.Embedding.APIKey,
}
}
h.config.Knowledge = *req.Knowledge
h.logger.Info("更新Knowledge配置",
zap.Bool("enabled", h.config.Knowledge.Enabled),
@@ -676,10 +697,55 @@ func (h *ConfigHandler) ApplyConfig(c *gin.Context) {
h.logger.Info("知识库动态初始化完成,工具已注册")
}
// 检查嵌入模型配置是否变更(需要在锁外执行,避免阻塞)
var needReinitKnowledge bool
var reinitKnowledgeInitializer KnowledgeInitializer
h.mu.RLock()
if h.config.Knowledge.Enabled && h.knowledgeInitializer != nil && h.lastEmbeddingConfig != nil {
// 检查嵌入模型配置是否变更
currentEmbedding := h.config.Knowledge.Embedding
if currentEmbedding.Provider != h.lastEmbeddingConfig.Provider ||
currentEmbedding.Model != h.lastEmbeddingConfig.Model ||
currentEmbedding.BaseURL != h.lastEmbeddingConfig.BaseURL ||
currentEmbedding.APIKey != h.lastEmbeddingConfig.APIKey {
needReinitKnowledge = true
reinitKnowledgeInitializer = h.knowledgeInitializer
h.logger.Info("检测到嵌入模型配置变更,需要重新初始化知识库组件",
zap.String("old_model", h.lastEmbeddingConfig.Model),
zap.String("new_model", currentEmbedding.Model),
zap.String("old_base_url", h.lastEmbeddingConfig.BaseURL),
zap.String("new_base_url", currentEmbedding.BaseURL),
)
}
}
h.mu.RUnlock()
// 如果需要重新初始化知识库(嵌入模型配置变更),在锁外执行
if needReinitKnowledge {
h.logger.Info("开始重新初始化知识库组件(嵌入模型配置已变更)")
if _, err := reinitKnowledgeInitializer(); err != nil {
h.logger.Error("重新初始化知识库失败", zap.Error(err))
c.JSON(http.StatusInternalServerError, gin.H{"error": "重新初始化知识库失败: " + err.Error()})
return
}
h.logger.Info("知识库组件重新初始化完成")
}
// 现在获取写锁,执行快速的操作
h.mu.Lock()
defer h.mu.Unlock()
// 如果重新初始化了知识库,更新嵌入模型配置记录
if needReinitKnowledge && h.config.Knowledge.Enabled {
h.lastEmbeddingConfig = &config.EmbeddingConfig{
Provider: h.config.Knowledge.Embedding.Provider,
Model: h.config.Knowledge.Embedding.Model,
BaseURL: h.config.Knowledge.Embedding.BaseURL,
APIKey: h.config.Knowledge.Embedding.APIKey,
}
h.logger.Info("已更新嵌入模型配置记录")
}
// 重新注册工具(根据新的启用状态)
h.logger.Info("重新注册工具")
@@ -722,20 +788,30 @@ func (h *ConfigHandler) ApplyConfig(c *gin.Context) {
h.logger.Info("AttackChainHandler配置已更新")
}
// 更新检索器配置(如果知识库启用)
if h.config.Knowledge.Enabled && h.retrieverUpdater != nil {
retrievalConfig := &knowledge.RetrievalConfig{
TopK: h.config.Knowledge.Retrieval.TopK,
SimilarityThreshold: h.config.Knowledge.Retrieval.SimilarityThreshold,
HybridWeight: h.config.Knowledge.Retrieval.HybridWeight,
// 更新检索器配置(如果知识库启用)
if h.config.Knowledge.Enabled && h.retrieverUpdater != nil {
retrievalConfig := &knowledge.RetrievalConfig{
TopK: h.config.Knowledge.Retrieval.TopK,
SimilarityThreshold: h.config.Knowledge.Retrieval.SimilarityThreshold,
HybridWeight: h.config.Knowledge.Retrieval.HybridWeight,
}
h.retrieverUpdater.UpdateConfig(retrievalConfig)
h.logger.Info("检索器配置已更新",
zap.Int("top_k", retrievalConfig.TopK),
zap.Float64("similarity_threshold", retrievalConfig.SimilarityThreshold),
zap.Float64("hybrid_weight", retrievalConfig.HybridWeight),
)
}
// 更新嵌入模型配置记录(如果知识库启用)
if h.config.Knowledge.Enabled {
h.lastEmbeddingConfig = &config.EmbeddingConfig{
Provider: h.config.Knowledge.Embedding.Provider,
Model: h.config.Knowledge.Embedding.Model,
BaseURL: h.config.Knowledge.Embedding.BaseURL,
APIKey: h.config.Knowledge.Embedding.APIKey,
}
}
h.retrieverUpdater.UpdateConfig(retrievalConfig)
h.logger.Info("检索器配置已更新",
zap.Int("top_k", retrievalConfig.TopK),
zap.Float64("similarity_threshold", retrievalConfig.SimilarityThreshold),
zap.Float64("hybrid_weight", retrievalConfig.HybridWeight),
)
}
h.logger.Info("配置已应用",
zap.Int("tools_count", len(h.config.Security.Tools)),

View File

@@ -4,6 +4,7 @@ import (
"context"
"fmt"
"net/http"
"time"
"cyberstrike-ai/internal/database"
"cyberstrike-ai/internal/knowledge"
@@ -336,14 +337,54 @@ func (h *KnowledgeHandler) ScanKnowledgeBase(c *gin.Context) {
go func() {
ctx := context.Background()
h.logger.Info("开始增量索引", zap.Int("count", len(itemsToIndex)))
failedCount := 0
consecutiveFailures := 0
var firstFailureItemID string
var firstFailureError error
for i, itemID := range itemsToIndex {
if err := h.indexer.IndexItem(ctx, itemID); err != nil {
h.logger.Warn("索引知识项失败", zap.String("itemId", itemID), zap.Error(err))
failedCount++
consecutiveFailures++
// 只在第一个失败时记录详细日志
if consecutiveFailures == 1 {
firstFailureItemID = itemID
firstFailureError = err
h.logger.Warn("索引知识项失败",
zap.String("itemId", itemID),
zap.Int("totalItems", len(itemsToIndex)),
zap.Error(err),
)
}
// 如果连续失败2次立即停止增量索引
if consecutiveFailures >= 2 {
h.logger.Error("连续索引失败次数过多,立即停止增量索引",
zap.Int("consecutiveFailures", consecutiveFailures),
zap.Int("totalItems", len(itemsToIndex)),
zap.Int("processedItems", i+1),
zap.String("firstFailureItemId", firstFailureItemID),
zap.Error(firstFailureError),
)
break
}
continue
}
h.logger.Info("索引进度", zap.Int("current", i+1), zap.Int("total", len(itemsToIndex)))
// 成功时重置连续失败计数
if consecutiveFailures > 0 {
consecutiveFailures = 0
firstFailureItemID = ""
firstFailureError = nil
}
// 减少进度日志频率
if (i+1)%10 == 0 || i+1 == len(itemsToIndex) {
h.logger.Info("索引进度", zap.Int("current", i+1), zap.Int("total", len(itemsToIndex)), zap.Int("failed", failedCount))
}
}
h.logger.Info("增量索引完成", zap.Int("totalItems", len(itemsToIndex)))
h.logger.Info("增量索引完成", zap.Int("totalItems", len(itemsToIndex)), zap.Int("failedCount", failedCount))
}()
c.JSON(http.StatusOK, gin.H{
@@ -396,6 +437,18 @@ func (h *KnowledgeHandler) GetIndexStatus(c *gin.Context) {
return
}
// 获取索引器的错误信息
if h.indexer != nil {
lastError, lastErrorTime := h.indexer.GetLastError()
if lastError != "" {
// 如果错误是最近发生的5分钟内则返回错误信息
if time.Since(lastErrorTime) < 5*time.Minute {
status["last_error"] = lastError
status["last_error_time"] = lastErrorTime.Format(time.RFC3339)
}
}
}
c.JSON(http.StatusOK, status)
}

View File

@@ -7,6 +7,8 @@ import (
"fmt"
"regexp"
"strings"
"sync"
"time"
"github.com/google/uuid"
"go.uber.org/zap"
@@ -19,6 +21,12 @@ type Indexer struct {
logger *zap.Logger
chunkSize int // 每个块的最大token数估算
overlap int // 块之间的重叠token数
// 错误跟踪
mu sync.RWMutex
lastError string // 最近一次错误信息
lastErrorTime time.Time // 最近一次错误时间
errorCount int // 连续错误计数
}
// NewIndexer 创建新的索引器
@@ -267,13 +275,13 @@ func (idx *Indexer) IndexItem(ctx context.Context, itemID string) error {
chunks := idx.ChunkText(content)
idx.logger.Info("知识项分块完成", zap.String("itemId", itemID), zap.Int("chunks", len(chunks)))
// 跟踪该知识项的错误
itemErrorCount := 0
var firstError error
firstErrorChunkIndex := -1
// 向量化每个块包含category和title信息以便向量检索时能匹配到风险类型
for i, chunk := range chunks {
chunkPreview := chunk
if len(chunkPreview) > 200 {
chunkPreview = chunkPreview[:200] + "..."
}
// 将category和title信息包含到向量化的文本中
// 格式:"[风险类型: {category}] [标题: {title}]\n{chunk内容}"
// 这样向量嵌入就会包含风险类型信息即使SQL过滤失败向量相似度也能帮助匹配
@@ -281,13 +289,43 @@ func (idx *Indexer) IndexItem(ctx context.Context, itemID string) error {
embedding, err := idx.embedder.EmbedText(ctx, textForEmbedding)
if err != nil {
idx.logger.Warn("向量化失败",
zap.String("itemId", itemID),
zap.Int("chunkIndex", i),
zap.Int("chunkLength", len(chunk)),
zap.String("chunkPreview", chunkPreview),
zap.Error(err),
)
itemErrorCount++
if firstError == nil {
firstError = err
firstErrorChunkIndex = i
// 只在第一个块失败时记录详细日志
chunkPreview := chunk
if len(chunkPreview) > 200 {
chunkPreview = chunkPreview[:200] + "..."
}
idx.logger.Warn("向量化失败",
zap.String("itemId", itemID),
zap.Int("chunkIndex", i),
zap.Int("totalChunks", len(chunks)),
zap.String("chunkPreview", chunkPreview),
zap.Error(err),
)
// 更新全局错误跟踪
errorMsg := fmt.Sprintf("向量化失败 (知识项: %s): %v", itemID, err)
idx.mu.Lock()
idx.lastError = errorMsg
idx.lastErrorTime = time.Now()
idx.mu.Unlock()
}
// 如果连续失败2个块立即停止处理该知识项降低阈值更快停止
// 这样可以避免继续浪费API调用同时也能更快地检测到配置问题
if itemErrorCount >= 2 {
idx.logger.Error("知识项连续向量化失败,停止处理",
zap.String("itemId", itemID),
zap.Int("totalChunks", len(chunks)),
zap.Int("failedChunks", itemErrorCount),
zap.Int("firstErrorChunkIndex", firstErrorChunkIndex),
zap.Error(firstError),
)
return fmt.Errorf("知识项连续向量化失败 (%d个块失败): %v", itemErrorCount, firstError)
}
continue
}
@@ -321,6 +359,13 @@ func (idx *Indexer) HasIndex() (bool, error) {
// RebuildIndex 重建所有索引
func (idx *Indexer) RebuildIndex(ctx context.Context) error {
// 重置错误跟踪
idx.mu.Lock()
idx.lastError = ""
idx.lastErrorTime = time.Time{}
idx.errorCount = 0
idx.mu.Unlock()
rows, err := idx.db.Query("SELECT id FROM knowledge_base_items")
if err != nil {
return fmt.Errorf("查询知识项失败: %w", err)
@@ -348,14 +393,84 @@ func (idx *Indexer) RebuildIndex(ctx context.Context) error {
idx.logger.Info("已清空旧索引,开始重建")
}
failedCount := 0
consecutiveFailures := 0
maxConsecutiveFailures := 2 // 连续失败2次后立即停止降低阈值更快停止
firstFailureItemID := ""
var firstFailureError error
for i, itemID := range itemIDs {
if err := idx.IndexItem(ctx, itemID); err != nil {
idx.logger.Warn("索引知识项失败", zap.String("itemId", itemID), zap.Error(err))
failedCount++
consecutiveFailures++
// 只在第一个失败时记录详细日志
if consecutiveFailures == 1 {
firstFailureItemID = itemID
firstFailureError = err
idx.logger.Warn("索引知识项失败",
zap.String("itemId", itemID),
zap.Int("totalItems", len(itemIDs)),
zap.Error(err),
)
}
// 如果连续失败过多,可能是配置问题,立即停止索引
if consecutiveFailures >= maxConsecutiveFailures {
errorMsg := fmt.Sprintf("连续 %d 个知识项索引失败可能存在配置问题如嵌入模型配置错误、API密钥无效、余额不足等。第一个失败项: %s, 错误: %v", consecutiveFailures, firstFailureItemID, firstFailureError)
idx.mu.Lock()
idx.lastError = errorMsg
idx.lastErrorTime = time.Now()
idx.mu.Unlock()
idx.logger.Error("连续索引失败次数过多,立即停止索引",
zap.Int("consecutiveFailures", consecutiveFailures),
zap.Int("totalItems", len(itemIDs)),
zap.Int("processedItems", i+1),
zap.String("firstFailureItemId", firstFailureItemID),
zap.Error(firstFailureError),
)
return fmt.Errorf("连续索引失败次数过多: %v", firstFailureError)
}
// 如果失败的知识项过多记录警告但继续处理降低阈值到30%
if failedCount > len(itemIDs)*3/10 && failedCount == len(itemIDs)*3/10+1 {
errorMsg := fmt.Sprintf("索引失败的知识项过多 (%d/%d),可能存在配置问题。第一个失败项: %s, 错误: %v", failedCount, len(itemIDs), firstFailureItemID, firstFailureError)
idx.mu.Lock()
idx.lastError = errorMsg
idx.lastErrorTime = time.Now()
idx.mu.Unlock()
idx.logger.Error("索引失败的知识项过多,可能存在配置问题",
zap.Int("failedCount", failedCount),
zap.Int("totalItems", len(itemIDs)),
zap.String("firstFailureItemId", firstFailureItemID),
zap.Error(firstFailureError),
)
}
continue
}
idx.logger.Info("索引进度", zap.Int("current", i+1), zap.Int("total", len(itemIDs)))
// 成功时重置连续失败计数和第一个失败信息
if consecutiveFailures > 0 {
consecutiveFailures = 0
firstFailureItemID = ""
firstFailureError = nil
}
// 减少进度日志频率每10个或每10%记录一次)
if (i+1)%10 == 0 || (len(itemIDs) > 0 && (i+1)*100/len(itemIDs)%10 == 0 && (i+1)*100/len(itemIDs) > 0) {
idx.logger.Info("索引进度", zap.Int("current", i+1), zap.Int("total", len(itemIDs)), zap.Int("failed", failedCount))
}
}
idx.logger.Info("索引重建完成", zap.Int("totalItems", len(itemIDs)))
idx.logger.Info("索引重建完成", zap.Int("totalItems", len(itemIDs)), zap.Int("failedCount", failedCount))
return nil
}
// GetLastError 获取最近一次错误信息
func (idx *Indexer) GetLastError() (string, time.Time) {
idx.mu.RLock()
defer idx.mu.RUnlock()
return idx.lastError, idx.lastErrorTime
}

View File

@@ -457,6 +457,7 @@ async function updateIndexProgress() {
const indexedItems = status.indexed_items || 0;
const progressPercent = status.progress_percent || 0;
const isComplete = status.is_complete || false;
const lastError = status.last_error || '';
if (totalItems === 0) {
// 没有知识项,隐藏进度条
@@ -471,6 +472,58 @@ async function updateIndexProgress() {
// 显示进度条
progressContainer.style.display = 'block';
// 如果有错误信息,显示错误
if (lastError) {
progressContainer.innerHTML = `
<div class="knowledge-index-progress-error" style="
background: #fee;
border: 1px solid #fcc;
border-radius: 8px;
padding: 16px;
margin-bottom: 16px;
">
<div style="display: flex; align-items: center; margin-bottom: 8px;">
<span style="font-size: 20px; margin-right: 8px;">❌</span>
<span style="font-weight: bold; color: #c00;">索引构建失败</span>
</div>
<div style="color: #666; font-size: 14px; margin-bottom: 12px; line-height: 1.5;">
${escapeHtml(lastError)}
</div>
<div style="color: #999; font-size: 12px; margin-bottom: 12px;">
可能的原因嵌入模型配置错误、API密钥无效、余额不足等。请检查配置后重试。
</div>
<div style="display: flex; gap: 8px;">
<button onclick="rebuildKnowledgeIndex()" style="
background: #007bff;
color: white;
border: none;
padding: 6px 12px;
border-radius: 4px;
cursor: pointer;
font-size: 13px;
">重试</button>
<button onclick="stopIndexProgressPolling()" style="
background: #6c757d;
color: white;
border: none;
padding: 6px 12px;
border-radius: 4px;
cursor: pointer;
font-size: 13px;
">关闭</button>
</div>
</div>
`;
// 停止轮询
if (indexProgressInterval) {
clearInterval(indexProgressInterval);
indexProgressInterval = null;
}
// 显示错误通知
showNotification('索引构建失败: ' + lastError.substring(0, 100), 'error');
return;
}
if (isComplete) {
progressContainer.innerHTML = `
<div class="knowledge-index-progress-complete">
@@ -503,8 +556,46 @@ async function updateIndexProgress() {
}
}
} catch (error) {
// 静默失败
console.debug('获取索引状态失败:', error);
// 显示错误信息
console.error('获取索引状态失败:', error);
const progressContainer = document.getElementById('knowledge-index-progress');
if (progressContainer) {
progressContainer.style.display = 'block';
progressContainer.innerHTML = `
<div class="knowledge-index-progress-error" style="
background: #fee;
border: 1px solid #fcc;
border-radius: 8px;
padding: 16px;
margin-bottom: 16px;
">
<div style="display: flex; align-items: center; margin-bottom: 8px;">
<span style="font-size: 20px; margin-right: 8px;">⚠️</span>
<span style="font-weight: bold; color: #c00;">无法获取索引状态</span>
</div>
<div style="color: #666; font-size: 14px;">
无法连接到服务器获取索引状态,请检查网络连接或刷新页面。
</div>
</div>
`;
}
// 停止轮询
if (indexProgressInterval) {
clearInterval(indexProgressInterval);
indexProgressInterval = null;
}
}
}
// 停止索引进度轮询
function stopIndexProgressPolling() {
if (indexProgressInterval) {
clearInterval(indexProgressInterval);
indexProgressInterval = null;
}
const progressContainer = document.getElementById('knowledge-index-progress');
if (progressContainer) {
progressContainer.style.display = 'none';
}
}