# 2026 年 1 月 23 日

### 改進

* **重構向量存儲文檔處理**：此更新簡化了向量存儲文檔的處理，以提高系統性能和用戶體驗。

### 錯誤修正

* **改善向量儲存文件處理端點的交易處理**：系統現在在向量儲存文件處理端點實施原子交易，提供更高的穩定性和數據完整性。
* **更新文件序列化器以支持 None 整合**：文件序列化器現在正確處理 'None' 整合，減少潛在錯誤並確保應用程序性能更流暢。


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