# 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。


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.rememberizer.ai/zh-hk/qi-ta-zi-yuan/releases/2024-releases/dec-27th-2024.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.