fix

docs/MatrixOne/Overview/whats-new.md

@@ -1,5 +1,5 @@
 # **What's New**
 
-The lastest version of MatrixOne is v24.2.0.0, releases on 31th Oct, 2024. See the following:
+The lastest version of MatrixOne is v24.2.0.0, releases on 01th November, 2024. See the following:
 
 * [v24.2.0.0 Release Notes](../Release-Notes/v24.2.0.0.md)

docs/MatrixOne/Release-Notes/release-timeline.md

@@ -4,7 +4,7 @@ This document shows all the released MatrixOne versions in reverse chronological
 
 | **Version**                 | **Release Date** |
 | :-------------------------- | :--------------- |
-| [v24.2.0.0](v24.2.0.0.md)         | 2024/10/31       |
+| [v24.2.0.0](v24.2.0.0.md)         | 2024/11/01       |
 | [v24.1.2.4](v24.1.2.4.md)         | 2024/09/23       |
 | [v24.1.2.3](v24.1.2.3.md)         | 2024/09/11       |
 | [v24.1.2.2](v24.1.2.2.md)         | 2024/07/12       |

docs/MatrixOne/Release-Notes/v24.2.0.0.md

@@ -1,10 +1,10 @@
 # MatrixOne v24.2.0.0 Release Notes
 
-We are thrilled to announce the release of MatrixOne v24.2.0.0 on 2024/10/31!
+We are thrilled to announce the release of MatrixOne v24.2.0.0 on 2024/11/01!
 
 ## What is Matrixone?
 
-MatrixOne is a hyper-converged cloud-native database. It is designed to provide a cloud-native, high-performance, highly scalable, MySQL-compatible HTAP database. MatrixOne enables users to handle mixed workloads such as transactions, analytics, time-series, and streaming processing through a one-stop data processing solution.
+MatrixOne is an AI-driven, cloud-native, hyper-converged database that uses a storage-compute separation architecture and fully leverages cloud infrastructure. It is MySQL-compatible and supports hybrid workload scenarios, combining vector data types and full-text search to efficiently handle multimodal data query and management needs for generative AI applications.
 
 <p align="center">
   <img alt="MatrixOne" height="450" src="https://github.com/matrixorigin/artwork/blob/main/docs/overview/architecture/archi-en-1.png?raw=true">

docs/MatrixOne/Tutorial/rag-demo.md

@@ -124,7 +124,7 @@ documents = [
 "MatrixOne touts significant features, including real-time HTAP, multi-tenancy, stream computation, extreme scalability, cost-effectiveness, enterprise-grade availability, and extensive MySQL compatibility. MatrixOne unifies tasks traditionally performed by multiple databases into one system by offering a comprehensive ultra-hybrid data solution. This consolidation simplifies development and operations, minimizes data fragmentation, and boosts development agility.",
 "MatrixOne is optimally suited for scenarios requiring real-time data input, large data scales, frequent load fluctuations, and a mix of procedural and analytical business operations. It caters to use cases such as mobile internet apps, IoT data applications, real-time data warehouses, SaaS platforms, and more.",
 "Matrix is a collection of complex or real numbers arranged in a rectangular array.",
-"The lastest version of MatrixOne is v24.2.0.0,released on Octomber 31th, 2024."
+"The lastest version of MatrixOne is v24.2.0.0,released on 2024/11/01."
 "We are excited to announce MatrixOne v22.0.8.0 release on 2023/6/30."
 ]
 
@@ -194,7 +194,7 @@ print(output['response'])
 Console output related answer:
 
 ```
-Based on the provided data, the latest version of MatrixOne is v24.2.0.0, which was released on Octomber 31th, 2024. 
+Based on the provided data, the latest version of MatrixOne is v24.2.0.0, which was released on 2024/11/01. 
 ```
 
 After enhancement, the model generates the correct answer.