Spring Boot3使用Spring AI通过Ollama集成deepseek

项目地址

• DeepSeek+SpringAI实战AI家庭医生应用

版本信息

	版本
Spring Boot	3.4.4
JDK	21
spring-ai	1.0.0-M6
ollama	0.6.3
LLM	deepseek:14b

集成步骤

1. 引入依赖

<dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-openai-spring-boot-starter</artifactId>
</dependency>

2. 配置pom文件

spring:application:name: AiDoctorprofiles:active: devai:openai:api-key: sk-xxxbase-url: http://127.0.0.1:11434chat:options:model: yuan-doctor:1.0role: usertemperature: 0.8top-p: 0.8

3. 非流式调用代码

public Map aiChat(String message) {return Map.of("generation", this.chatModel.call(message));}

4. 流式输出调用的具体代码

public Flux<ChatResponse> aiChatStream(String message) {Prompt prompt = new Prompt(new UserMessage(message));log.info(prompt.toString());return this.chatModel.stream(prompt);
}public List<String> aiChatStream2(String message) {Prompt prompt = new Prompt(new UserMessage(message));log.info(prompt.toString());Flux<ChatResponse> responseFlux = this.chatModel.stream(prompt);List<String> list = responseFlux.toStream().map(chatResponse -> {String text = chatResponse.getResult().getOutput().getText();log.info(text);return text;}).toList();log.info("list:{}", list);return list;
}