> For the complete documentation index, see [llms.txt](https://docs.rememberizer.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.rememberizer.ai/zh-hk/qi-ta-zi-yuan/releases/2024-releases/dec-27th-2024.md).

# 2024 年 12 月 27 日

### 新功能

* **向量儲存中的代理搜尋**：在向量儲存中引入了先進的搜尋功能，以便更精確和高效地檢索數據。

### 改進

* **增強數據管理**：實施在刪除文檔時自動移除向量數據，確保數據一致性。

### 錯誤修正

* **向量儲存加載和創建修正**：解決了阻止向量儲存創建和嵌入二進制文件加載的問題，提高了系統的可靠性。


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