Hello-DeepSeek
本文介绍了在Spring Boot项目中集成DeepSeek AI的详细步骤。首先需要在pom.xml中添加LangChain4j相关依赖,包括基础组件、OpenAI适配器、WebFlux支持及监控相关模块。示例代码展示了如何配置OpenAiChatModel连接DeepSeek API,通过设置API密钥、基础URL和模型名称来初始化聊天模型。测试代码演示了简单的问答交互,成功获取了"
0、确保deepeseek有余额

1、引入Maven依赖POM
<dependencyManagement>
<dependencies>
<dependency>
<groupId>dev.langchain4j</groupId>
<artifactId>langchain4j-bom</artifactId>
<version>1.1.0</version>
<type>pom</type>
<scope>import</scope>
</dependency>
</dependencies>
</dependencyManagement>
<dependencies>
<dependency>
<groupId>dev.langchain4j</groupId>
<artifactId>langchain4j-spring-boot-starter</artifactId>
</dependency>
<dependency>
<groupId>dev.langchain4j</groupId>
<artifactId>langchain4j-open-ai-spring-boot-starter</artifactId>
<exclusions>
<exclusion>
<groupId>dev.langchain4j</groupId>
<artifactId>langchain4j-http-client-jdk</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-web</artifactId>
</dependency>
<!-- for Flux<String> support -->
<dependency>
<groupId>dev.langchain4j</groupId>
<artifactId>langchain4j-reactor</artifactId>
</dependency>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-webflux</artifactId>
</dependency>
<!-- observability -->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-actuator</artifactId>
</dependency>
<dependency>
<groupId>io.micrometer</groupId>
<artifactId>micrometer-tracing-bridge-otel</artifactId>
</dependency>
<dependency>
<groupId>io.opentelemetry</groupId>
<artifactId>opentelemetry-exporter-zipkin</artifactId>
</dependency>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-aop</artifactId>
</dependency>
<!-- <dependency>-->
<!-- <groupId>dev.langchain4j</groupId>-->
<!-- <artifactId>langchain4j-open-ai</artifactId>-->
<!-- </dependency>-->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-test</artifactId>
<scope>test</scope>
</dependency>
<!-- https://mvnrepository.com/artifact/com.alibaba/dashscope-sdk-java -->
<dependency>
<groupId>com.alibaba</groupId>
<artifactId>dashscope-sdk-java</artifactId>
<version>2.18.3</version>
</dependency>
<dependency>
<groupId>com.github.xiaoymin</groupId>
<artifactId>knife4j-openapi3-jakarta-spring-boot-starter</artifactId>
<version>4.4.0</version>
</dependency>
</dependencies>
2、代码:
package dev.langchain4j.example;
import dev.langchain4j.model.chat.ChatModel;
import dev.langchain4j.model.chat.request.ChatRequest;
import dev.langchain4j.model.openai.OpenAiChatModel;
import dev.langchain4j.model.openai.internal.OpenAiClient;
import org.junit.jupiter.api.Test;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;
@SpringBootTest()
public class ChatDemo {
@Autowired
private ChatModel chatModel;
@Test
public void testChat() {
System.out.println("----------------");
String openKey = System.getenv("OPENAI_API_KEY");
// dev.langchain4j.http.client.spring.restclient.SpringRestClientBuilderFactory,
// dev.langchain4j.http.client.jdk.JdkHttpClientBuilderFactory
/**
* 欠费:
402 Payment Required: "{"error":{"message":"Insufficient Balance","type":"unknown_error","param":null,"code":"invalid_request_error"}}"
at dev.la
*/
OpenAiChatModel model = OpenAiChatModel.builder()
.apiKey("sk-aec0******").baseUrl("https://api.deepseek.com/v1").modelName("deepseek-chat" ).build();
String response = model.chat("你是谁?");
System.out.println(response);
}
}
3、运行结果:
. ____ _ __ _ _
/\\ / ___'_ __ _ _(_)_ __ __ _ \ \ \ \
( ( )\___ | '_ | '_| | '_ \/ _` | \ \ \ \
\\/ ___)| |_)| | | | | || (_| | ) ) ) )
' |____| .__|_| |_|_| |_\__, | / / / /
=========|_|==============|___/=/_/_/_/
:: Spring Boot :: (v3.4.2)
2025-07-25T11:31:35.032+08:00 INFO 7208 --- [LangChain4j Spring Boot Example] [ main] [ ] dev.langchain4j.example.ChatDemo : Starting ChatDemo using Java 17.0.12 with PID 7208 (started by MAC in o.s.b.a.e.web.EndpointLinksResolver : Exposing 14 endpoints beneath base path '/actuator'
2025-07-25T11:31:41.259+08:00 INFO 7208 --- [LangChain4j Spring Boot Example] [ main] [ ] dev.langchain4j.example.ChatDemo : Started ChatDemo in 6.698 seconds (process running for 13.372)
Java HotSpot(TM) 64-Bit Server VM warning: Sharing is only supported for boot loader classes because bootstrap classpath has been appended
----------------
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Process finished with exit code 0
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