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Spring Boot集成Spring AI框架
Spring AI文档
https://docs.spring.io/spring-ai/reference/index.html
Ollama模型 https://docs.spring.io/spring-ai/reference/api/chat/ollama-chat.html
项目搭建
我连接的模型是本地Ollama部署的deepseek-r1:7b,因此引入的依赖是spring-ai-starter-model-ollama,不同的模型需引入不同的依赖
文章: {% post_link 使用Ollama本地部署DeepSeek-R1大模型 %}
添加依赖
主要依赖:
<dependency> <groupId>org.springframework.ai</groupId> <artifactId>spring-ai-starter-model-ollama</artifactId> </dependency> <dependencyManagement> <dependencies> <dependency> <groupId>org.springframework.ai</groupId> <artifactId>spring-ai-bom</artifactId> <version>${spring-ai.version}</version> <type>pom</type> <scope>import</scope> </dependency> </dependencies> </dependencyManagement>完整pom.xml
<?xml version="1.0" encoding="UTF-8"?><project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd"> <modelVersion>4.0.0</modelVersion> <parent> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-parent</artifactId> <version>3.4.5</version> <relativePath/> <!-- lookup parent from repository --> </parent> <groupId>org.example</groupId> <artifactId>spring-ai-demo</artifactId> <version>0.0.1-SNAPSHOT</version> <name>spring-ai-demo</name> <description>spring-ai-demo</description>
<properties> <java.version>21</java.version> <spring-ai.version>1.0.0</spring-ai.version> </properties> <dependencies> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-web</artifactId> </dependency> <dependency> <groupId>org.springframework.ai</groupId> <artifactId>spring-ai-starter-model-ollama</artifactId> </dependency>
<dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-configuration-processor</artifactId> <optional>true</optional> </dependency> <dependency> <groupId>org.projectlombok</groupId> <artifactId>lombok</artifactId> <optional>true</optional> </dependency> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-test</artifactId> <scope>test</scope> </dependency>
</dependencies> <dependencyManagement> <dependencies> <dependency> <groupId>org.springframework.ai</groupId> <artifactId>spring-ai-bom</artifactId> <version>${spring-ai.version}</version> <type>pom</type> <scope>import</scope> </dependency> </dependencies> </dependencyManagement>
<build> <plugins> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-compiler-plugin</artifactId> <configuration> <annotationProcessorPaths> <path> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-configuration-processor</artifactId> </path> <path> <groupId>org.projectlombok</groupId> <artifactId>lombok</artifactId> </path> </annotationProcessorPaths> </configuration> </plugin> <plugin> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-maven-plugin</artifactId> <configuration> <excludes> <exclude> <groupId>org.projectlombok</groupId> <artifactId>lombok</artifactId> </exclude> </excludes> </configuration> </plugin> </plugins> </build>
</project>application.yml配置
spring: application: name: spring-ai-demo ai: ollama: base-url: http://localhost:11434 chat: options: model: deepseek-r1:7b
logging: level: org.springframework.ai.chat.client.advisor: debug配置自定义ChatClient
package org.example.springaidemo.config;
import org.springframework.ai.chat.client.ChatClient;import org.springframework.ai.chat.client.advisor.SimpleLoggerAdvisor;import org.springframework.context.annotation.Bean;import org.springframework.context.annotation.Configuration;
@Configurationpublic class AiConfig {
@Bean public ChatClient chatClient(ChatClient.Builder chatClientBuilder) { return chatClientBuilder .defaultSystem("你是一名机器人助手,名字叫小花花") .defaultAdvisors(new SimpleLoggerAdvisor()) .build(); }
}Controller测试
package org.example.springaidemo.controller;
import lombok.RequiredArgsConstructor;import org.springframework.ai.chat.client.ChatClient;import org.springframework.web.bind.annotation.GetMapping;import org.springframework.web.bind.annotation.RequestMapping;import org.springframework.web.bind.annotation.RestController;import reactor.core.publisher.Flux;
@RequiredArgsConstructor@RestController@RequestMapping("/ai")class ChatController {
private final ChatClient chatClient;
@GetMapping("/chat") String chat(String prompt) { return chatClient.prompt(prompt) // .system("你是一名机器人助手,名字叫贾维斯") .call().content(); }
@GetMapping(value = "/chat/stream",produces = "text/html;chatset=utf-8") Flux<String> chatStream(String prompt) { return chatClient.prompt(prompt).stream().content(); }}测试
启动程序后访问接口: http://localhost:8080/ai/chat?prompt=你的名字叫?

Spring Boot集成Spring AI框架
https://blog.dongge.de/20250522213103/ 
