spring ai alibaba入门体验

作者:詹学伟 发布时间: 2025-10-25 阅读量:8 评论数:0

一、说明

官网:https://java2ai.com/

JDK版本必须使用17+,SpringBoot使用的是3.4.5

本项目采用的是聚合工程方式创建的项目

二、相关平台

阿里云百炼平台:https://bailian.console.aliyun.com/

1.申请API Key

2.选取模型,拿到模型名称

3.获取调用地址base-url

三.新建SpringBoot项目

采用的是springboot的聚合方式创建的项目

1.引入依赖

  • 父工程pom.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">
    <modelVersion>4.0.0</modelVersion>
    <groupId>com.zhan</groupId>
    <artifactId>ssa-parent</artifactId>
    <version>1.0.0</version>
    <name>ssa-parent</name>
    <description>ssa-parent</description>
    <packaging>pom</packaging>
    <properties>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
        <maven.compiler.source>17</maven.compiler.source>
        <maven.compiler.target>17</maven.compiler.target>
        <java.version>17</java.version>
        <spring-ai.version>1.0.0</spring-ai.version>
        <spring-ai-alibaba.version>1.0.0.2</spring-ai-alibaba.version>
        <spring-boot.version>3.4.5</spring-boot.version>
    </properties>

    <modules>
        <module>ssa-helloworld</module>
    </modules>

    <dependencyManagement>
        <dependencies>
            <dependency>
                <groupId>com.alibaba.cloud.ai</groupId>
                <artifactId>spring-ai-alibaba-bom</artifactId>
                <version>${spring-ai-alibaba.version}</version>
                <type>pom</type>
                <scope>import</scope>
            </dependency>
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-dependencies</artifactId>
                <version>${spring-boot.version}</version>
                <type>pom</type>
                <scope>import</scope>
            </dependency>
            <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>

    <dependencies>
        <dependency>
            <groupId>com.alibaba.cloud.ai</groupId>
            <artifactId>spring-ai-alibaba-starter-dashscope</artifactId>
        </dependency>
    </dependencies>

    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
                <version>${spring-boot.version}</version>
            </plugin>
        </plugins>
    </build>

</project>

  • 子工程pom.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">
    <modelVersion>4.0.0</modelVersion>
    <parent>
        <groupId>com.zhan</groupId>
        <artifactId>ssa-parent</artifactId>
        <version>1.0.0</version>
    </parent>
    <artifactId>ssa-helloworld</artifactId>

    <name>ssa-helloworld</name>
    <description>ssa-helloworld</description>
    <properties>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <maven.compiler.source>17</maven.compiler.source>
        <maven.compiler.target>17</maven.compiler.target>
    </properties>
    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>
        <dependency>
            <groupId>com.alibaba.cloud.ai</groupId>
            <artifactId>spring-ai-alibaba-starter-dashscope</artifactId>
        </dependency>

        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <version>1.18.34</version>
            <optional>true</optional>
        </dependency>

        <dependency>
            <groupId>cn.hutool</groupId>
            <artifactId>hutool-all</artifactId>
            <version>5.8.16</version>
        </dependency>
    </dependencies>


    <build>
        <plugins>
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-compiler-plugin</artifactId>
                <version>3.8.1</version>
                <configuration>
                    <source>17</source>
                    <target>17</target>
                    <encoding>UTF-8</encoding>
                </configuration>
            </plugin>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
                <version>${spring-boot.version}</version>
            </plugin>
        </plugins>
    </build>

</project>

四、编写配置文件

application.yml

server:
  port: 8081
  #大模型对话中文乱吼UTF8编码处理
  servlet:
    encoding:
      enabled: true
      force: true
      charset: UTF-8

# SpringAIALibaba Config
spring:
  application:
    name: ssa-hello
  ai:
    dashscope:
      api-key: sk-09c7b571687b46d5a2e25a03fbdxxxxx
      base-url: https://dashscope.aliyuncs.com/compatible-mode/v1
      chat:
        options:
          model: qwen3-max

DashScopeApiConfig:

package com.zhan.ssa.helloworld.config;

import com.alibaba.cloud.ai.dashscope.api.DashScopeApi;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;

@Configuration
public class DashScopeApiConfig {


    /**
     * 方式一:${}
     * 持有yml文件配置:spring.ai.dashscope.api-key=sfaliowen-api}
     */
    @Value("${spring.ai.dashscope.api-key}")
    private String apiKey;

    @Bean
    public DashScopeApi dashScopeApi() {
        return DashScopeApi.builder()
                .apiKey(apiKey)
                .build();
    }

    /**
     * 方式二:System.getenv("环境变量")
     */

}

五、编写接口

package com.zhan.ssa.helloworld.controller;

import jakarta.annotation.Resource;
import lombok.extern.slf4j.Slf4j;
import org.springframework.ai.chat.model.ChatModel;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.bind.annotation.RestController;
import reactor.core.publisher.Flux;

@Slf4j
@RestController
public class ChatHelloController {

    @Resource
    private ChatModel chatModel;

    /**
     * 调用模型
     * @param message
     * @return
     */
    @GetMapping("/text/chat")
    public String textChat(@RequestParam(name = "message", defaultValue = "你是谁?") String message) {
        log.info("message: {}", message);
        String result = chatModel.call(message);
        log.info("result: {}", result);
        return result;
    }

    @GetMapping("/stream/chat")
    public Flux<String> streamChat(@RequestParam(name = "message", defaultValue = "你是谁?") String message) {
        log.info("message: {}", message);
        Flux<String> result = chatModel.stream(message);
        log.info("result: {}", result);
        return result;
    }
}

六、测试接口

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