Stuck at Scala version 3.2.2

[samikrc]

Describe the bug

I have a Scala codebase, with the maven pom file mentioning scala version as 3.4.2 in scala-maven-plugin.

<configuration>
    <scalaCompatVersion>3.4.2</scalaCompatVersion>
    <scalaVersion>3.4.2</scalaVersion>
    <jvmArgs>
        <jvmArg>-client</jvmArg>
        <jvmArg>-Xms64m</jvmArg>
        <jvmArg>-Xmx1024m</jvmArg>
    </jvmArgs>
    <args>
        <arg>-deprecation</arg>
        <arg>-dependencyfile</arg>
        <arg>${project.build.directory}/.scala_dependencies</arg>
    </args>
</configuration>

I am new to VSCode-metals-bloop (have been an Intellij user), and facing an issue. When I open this project in VSCode with metals, it automatically installs Scala version 3.2.2, compiles the code, and then gives me a warning saying: Scala 3.2.2 might no longer be supported by Metals in the future, to get the best support possible it's recommended to update to at least 3.3.3.

Any ideas how I can resolve this? Thanks!

Expected behavior

The code is compiled using Scala 3.4.2.

Operating system

Linux

Version of Maven

3.6.3

Version of bloop-maven-plugin

2.0.0

Version of Bloop

1.6.0