Merge pull request #3502 from MicrosoftDocs/main

3/12/2025 AM Publish

Author: Taojunshen

articles/ai-services/containers/media/overview-endpoint-uri.png

@@ -8,7 +8,7 @@ ms.author: mbullwin
 ms.date: 11/27/2023
 ---
 
-[Source code](https://github.com/spring-projects-experimental/spring-ai) | [Artifacts (Maven)](https://repo.spring.io/ui/native/snapshot/org/springframework/experimental/ai/spring-ai-openai-spring-boot-starter/0.7.0-SNAPSHOT) | [Sample](https://github.com/rd-1-2022/ai-azure-openai-helloworld)
+[Source code](https://github.com/spring-projects/spring-ai) | [Artifacts (Maven)](https://repo.spring.io/ui/native/snapshot/org/springframework/experimental/ai/spring-ai-openai-spring-boot-starter/1.0.0-SNAPSHOT/) | [Sample](https://github.com/Azure-Samples/spring-ai-samples/tree/main/ai-completion-demo)
 
 ## Prerequisites
 
@@ -17,7 +17,6 @@ ms.date: 11/27/2023
 - The [Spring Boot CLI tool](https://docs.spring.io/spring-boot/docs/current/reference/html/getting-started.html#getting-started.installing.cli)
 - An Azure OpenAI Service resource with the `gpt-35-turbo` model deployed. For more information about model deployment, see the [resource deployment guide](../how-to/create-resource.md).
 
-
 ## Set up
 
 [!INCLUDE [get-key-endpoint](get-key-endpoint.md)]
@@ -59,10 +58,10 @@ ai-completion-demo/
     |                   |-- AiCompletionApplication.java
     |-- test/
         |-- java/
-            |-- com/
-                |-- example/
-                    |-- aicompletiondemo/
-                        |-- AiCompletionApplicationTests.java
+                |-- com/
+                    |-- example/
+                        |-- aicompletiondemo/
+                                |-- AiCompletionApplicationTests.java
 ```
 
 ## Edit the Spring application
@@ -74,12 +73,12 @@ ai-completion-demo/
    ```xml
    <?xml version="1.0" encoding="UTF-8"?>
    <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
-       xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
+           xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
        <modelVersion>4.0.0</modelVersion>
        <parent>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-parent</artifactId>
-           <version>3.2.0</version>
+           <version>3.3.4</version>
            <relativePath/> <!-- lookup parent from repository -->
        </parent>
        <groupId>com.example</groupId>
@@ -89,23 +88,36 @@ ai-completion-demo/
        <description>Demo project for Spring Boot</description>
        <properties>
            <java.version>17</java.version>
+           <spring-ai.version>1.0.0-M5</spring-ai.version>
        </properties>
        <dependencies>
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter</artifactId>
            </dependency>
            <dependency>
-               <groupId>org.springframework.experimental.ai</groupId>
+               <groupId>org.springframework.ai</groupId>
                <artifactId>spring-ai-azure-openai-spring-boot-starter</artifactId>
-               <version>0.7.0-SNAPSHOT</version>
            </dependency>
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-test</artifactId>
                <scope>test</scope>
            </dependency>
        </dependencies>
+
+       <dependencyManagement>
+           <dependencies>
+               <dependency>
+                   <groupId>org.springframework.ai</groupId>
+                   <artifactId>spring-ai-bom</artifactId>
+                   <version>${spring-ai.version}</version>
+                   <type>pom</type>
+                   <scope>import</scope>
+               </dependency>
+           </dependencies>
+       </dependencyManagement>
+
        <build>
            <plugins>
                <plugin>
@@ -116,12 +128,12 @@ ai-completion-demo/
        </build>
        <repositories>
            <repository>
-               <id>spring-snapshots</id>
-               <name>Spring Snapshots</name>
-               <url>https://repo.spring.io/snapshot</url>
-               <releases>
+               <id>spring-milestones</id>
+               <name>Spring Milestones</name>
+               <url>https://repo.spring.io/milestone</url>
+               <snapshots>
                    <enabled>false</enabled>
-               </releases>
+               </snapshots>
            </repository>
        </repositories>
    </project>
@@ -132,51 +144,35 @@ ai-completion-demo/
    ```java
    package com.example.aicompletiondemo;
 
-   import java.util.Collections;
-   import java.util.List;
-
-   import org.springframework.ai.client.AiClient;
-   import org.springframework.ai.prompt.Prompt;
-   import org.springframework.ai.prompt.messages.Message;
-   import org.springframework.ai.prompt.messages.MessageType;
-   import org.springframework.ai.prompt.messages.UserMessage;
-   import org.springframework.beans.factory.annotation.Autowired;
+   import org.slf4j.Logger;
+   import org.slf4j.LoggerFactory;
+   import org.springframework.ai.chat.client.ChatClient;
    import org.springframework.boot.CommandLineRunner;
    import org.springframework.boot.SpringApplication;
    import org.springframework.boot.autoconfigure.SpringBootApplication;
+   import org.springframework.context.annotation.Bean;
 
    @SpringBootApplication
-   public class AiCompletionApplication implements CommandLineRunner
-   {
-       private static final String ROLE_INFO_KEY = "role";
+   public class AiCompletionApplication {
 
-       @Autowired
-       private AiClient aiClient;
+       private static final Logger log = LoggerFactory.getLogger(AiCompletionApplication.class);
 
        public static void main(String[] args) {
            SpringApplication.run(AiCompletionApplication.class, args);
        }
 
-       @Override
-       public void run(String... args) throws Exception
-       {
-           System.out.println(String.format("Sending completion prompt to AI service. One moment please...\r\n"));
-
-           final List<Message> msgs =
-                   Collections.singletonList(new UserMessage("When was Microsoft founded?"));
-
-           final var resps = aiClient.generate(new Prompt(msgs));
-
-           System.out.println(String.format("Prompt created %d generated response(s).", resps.getGenerations().size()));
-
-           resps.getGenerations().stream()
-             .forEach(gen -> {
-                 final var role = gen.getInfo().getOrDefault(ROLE_INFO_KEY, MessageType.ASSISTANT.getValue());
-
-                 System.out.println(String.format("Generated respose from \"%s\": %s", role, gen.getText()));
-             });
+       @Bean
+       CommandLineRunner commandLineRunner(ChatClient.Builder builder) {
+           return args -> {
+                   var chatClient = builder.build();
+                   log.info("Sending completion prompt to AI service. One moment please...");
+                   var response = chatClient.prompt()
+                           .user("When was Microsoft founded?")
+                           .call()
+                           .content();
+                   log.info("Response: {}", response);
+           };
        }
-
    }
    ```
 
@@ -192,23 +188,22 @@ ai-completion-demo/
 ## Output
 
 ```output
-  .   ____          _            __ _ _
- /\\ / ___'_ __ _ _(_)_ __  __ _ \ \ \ \
+.   ____          _            __ _ _
+/\\ / ___'_ __ _ _(_)_ __  __ _ \ \ \ \
 ( ( )\___ | '_ | '_| | '_ \/ _` | \ \ \ \
- \\/  ___)| |_)| | | | | || (_| |  ) ) ) )
-  '  |____| .__|_| |_|_| |_\__, | / / / /
- =========|_|==============|___/=/_/_/_/
- :: Spring Boot ::                (v3.1.5)
+\\/  ___)| |_)| | | | | || (_| |  ) ) ) )
+'  |____| .__|_| |_|_| |_\__, | / / / /
+=========|_|==============|___/=/_/_/_/
 
-2023-11-07T12:47:46.126-06:00  INFO 98687 --- [           main] c.e.a.AiCompletionApplication            : No active profile set, falling back to 1 default profile: "default"
-2023-11-07T12:47:46.823-06:00  INFO 98687 --- [           main] c.e.a.AiCompletionApplication            : Started AiCompletionApplication in 0.925 seconds (process running for 1.238)
-Sending completion prompt to AI service. One moment please...
+:: Spring Boot ::                (v3.3.4)
 
-Prompt created 1 generated response(s).
-Generated respose from "assistant": Microsoft was founded on April 4, 1975.
+2025-01-09T13:51:48.426-05:00  INFO 8264 --- [AICompletion] [           main] c.e.a.AiCompletionApplication            : Starting AiCompletionApplication using Java 17.0.12 with PID 8264 (/Users/vega/dev/msft/spring-ai-samples/ai-completion-demo/target/classes started by vega in /Users/vega/dev/msft/spring-ai-samples/ai-completion-demo)
+2025-01-09T13:51:48.427-05:00  INFO 8264 --- [AICompletion] [           main] c.e.a.AiCompletionApplication            : No active profile set, falling back to 1 default profile: "default"
+2025-01-09T13:51:48.781-05:00  INFO 8264 --- [AICompletion] [           main] c.e.a.AiCompletionApplication            : Started AiCompletionApplication in 0.465 seconds (process running for 0.624)
+2025-01-09T13:51:48.782-05:00  INFO 8264 --- [AICompletion] [           main] c.e.a.AiCompletionApplication            : Sending completion prompt to AI service. One moment please...
+2025-01-09T13:51:50.447-05:00  INFO 8264 --- [AICompletion] [           main] c.e.a.AiCompletionApplication            : Response: Microsoft was founded on April 4, 1975, by Bill Gates and Paul Allen.
 ```
 
-
 ## Clean up resources
 
 If you want to clean up and remove an Azure OpenAI resource, you can delete the resource. Before deleting the resource, you must first delete any deployed models.

articles/ai-services/luis/media/luis-tutorial-review-endpoint-utterances/azure-portal-change-query-url-settings.png

@@ -14,6 +14,16 @@ Add support for the latest model versions:
 - Speech to text 4.12.0
 - Custom speech to text 4.12.0
 
+Here are the highlights of the releases:
+
+| Feature update | Speech to text | Custom speech to text | Neural text to speech | Speech language identification |
+|------|------|------|--------|------|
+| Vulnerability fixes | ✅ | ✅ | ✅ | ✅ |
+| Migrated OS from Ubuntu 20.04 to Ubuntu 22.04 | ✅ | ✅ | ✅ | ✅ |
+| New Locales: ar-ly, fr-be, nl-be and uz-uz | ✅ | ✅ |  |  |
+| Updated nuget packages, Go version | ✅ | ✅ |  |  |
+| Added model download parallelization to decrease model download time | ✅ | ✅ | ✅ |  |
+
 ### 2024-October release
 
 Add support for the latest model versions:

articles/ai-services/luis/media/traffic-manager/profile-status-online.png

@@ -24,17 +24,28 @@ In this article, learn about Azure Machine Learning CLI (v2) releases.
 __RSS feed__: Get notified when this page is updated by copying and pasting the following URL into your feed reader:
 `https://learn.microsoft.com/api/search/rss?search=%22Azure+machine+learning+release+notes-v2%22&locale=en-us`
 
-## 2024-12-17
+## 2025-03-12
 
-### Azure Machine Learning CLI (v2) v2.33.0
+## Azure Machine Learning CLI (v2) v 2.36.0
+- `az ml compute update`
+  - Fix updating compute when ssh is enabled.
+ 
+## 2025-01-08
 
-- `az ml workspace create --provision-network-now`
-  - Added `--provision-network-now` property to trigger the provisioning of the managed network when creating a workspace with the managed network enabled, or else it does nothing.
+## Azure Machine Learning CLI (v2) v 2.34.0
+- `az ml workspace update --network-acls`
+  - Added `--network-acls` property to allow user to specify IPs or IP ranges in CIDR notation for workspace access.
 - `az ml capability-host`
   - Added create operation.
   - Added get operation.
   - Added delete operation.
 
+## 2024-12-17
+
+## Azure Machine Learning CLI (v2) v 2.33.0
+- `az ml workspace create --provision-network-now`
+  - Added `--provision-network-now` property to trigger the provisioning of the managed network when creating a workspace with the managed network enabled, or else it does nothing.
+
 ## 2024-09-18
 
 ### Azure Machine Learning CLI (v2) v2.30.0