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chatglm-sdk-java's Introduction

智谱Ai大模型开放SDK - By 刘仕杰

为了让研发伙伴更快,更方便的接入使用智谱Ai大模型。从而开发的 chatglm-sdk-java 也欢迎👏🏻大家基于智谱API接口补充需要的功能。

此SDK设计,以 Session 会话模型,提供工厂🏭创建服务。代码非常清晰,易于扩展、易于维护。(https://www.zhipuai.cn/)。


作者:LuckySJ-刘仕杰 - 在线体验地址 www.luckysj.online

👣目录

  1. 组件配置
  2. 功能测试
    1. 代码执行 - 使用:代码的方式主要用于程序接入
    2. 脚本测试 - 测试:生成Token,直接通过HTTP访问Ai服务
  3. 程序接入

1. 组件配置

2. 功能测试

2.1 代码执行

@Slf4j
public class ApiTest {

    private OpenAiSession openAiSession;

    @Before
    public void test_OpenAiSessionFactory() {
        // 1. 配置文件
        Configuration configuration = new Configuration();
        configuration.setApiHost("https://open.bigmodel.cn/");
        configuration.setApiSecretKey("4e087e4135306ef4a676f0cce3cee560.sgP2*****");
        // 2. 会话工厂
        OpenAiSessionFactory factory = new DefaultOpenAiSessionFactory(configuration);
        // 3. 开启会话
        this.openAiSession = factory.openSession();
    }

    /**
     * 流式对话
     */
    @Test
    public void test_completions() throws JsonProcessingException, InterruptedException {
        // 入参;模型、请求信息
        ChatCompletionRequest request = new ChatCompletionRequest();
        request.setModel(Model.CHATGLM_LITE); // chatGLM_6b_SSE、chatglm_lite、chatglm_lite_32k、chatglm_std、chatglm_pro
        request.setPrompt(new ArrayList<ChatCompletionRequest.Prompt>() {
            private static final long serialVersionUID = -7988151926241837899L;

            {
                add(ChatCompletionRequest.Prompt.builder()
                        .role(Role.user.getCode())
                        .content("写个java冒泡排序")
                        .build());
            }
        });

        // 请求
        openAiSession.completions(request, new EventSourceListener() {
            @Override
            public void onEvent(EventSource eventSource, @Nullable String id, @Nullable String type, String data) {
                ChatCompletionResponse response = JSON.parseObject(data, ChatCompletionResponse.class);
                log.info("测试结果 onEvent:{}", response.getData());
                // type 消息类型,add 增量,finish 结束,error 错误,interrupted 中断
                if (EventType.finish.getCode().equals(type)) {
                    ChatCompletionResponse.Meta meta = JSON.parseObject(response.getMeta(), ChatCompletionResponse.Meta.class);
                    log.info("[输出结束] Tokens {}", JSON.toJSONString(meta));
                }
            }

            @Override
            public void onClosed(EventSource eventSource) {
                log.info("对话完成");
            }
        });

        // 等待
        new CountDownLatch(1).await();
    }

}
  • 这是一个单元测试类,也是最常使用的流式对话模式。

2.2 脚本测试

@Test
public void test_curl() {
    // 1. 配置文件
    Configuration configuration = new Configuration();
    configuration.setApiHost("https://open.bigmodel.cn/");
    configuration.setApiSecretKey("4e087e4135306ef4a676f0cce3cee560.sgP2D****");
    // 2. 获取Token
    String token = BearerTokenUtils.getToken(configuration.getApiKey(), configuration.getApiSecret());
    log.info("1. 在智谱Ai官网,申请 ApiSeretKey 配置到此测试类中,替换 setApiSecretKey 值。 https://open.bigmodel.cn/usercenter/apikeys");
    log.info("2. 运行 test_curl 获取 token:{}", token);
    log.info("3. 将获得的 token 值,复制到 curl.sh 中,填写到 Authorization: Bearer 后面");
    log.info("4. 执行完步骤3以后,可以复制直接运行 curl.sh 文件,或者复制 curl.sh 文件内容到控制台/终端/ApiPost中运行");
}
curl -X POST \
        -H "Authorization: Bearer <把获得的Token填写这,并去掉两个尖括号>" \
        -H "Content-Type: application/json" \
        -H "User-Agent: Mozilla/4.0 (compatible; MSIE 5.0; Windows NT; DigExt)" \
        -H "Accept: text/event-stream" \
        -d '{
        "top_p": 0.7,
        "sseFormat": "data",
        "temperature": 0.9,
        "incremental": true,
        "request_id": "xfg-1696992276607",
        "prompt": [
        {
        "role": "user",
        "content": "写个java冒泡排序"
        }
        ]
        }' \
  http://open.bigmodel.cn/api/paas/v3/model-api/chatglm_lite/sse-invoke
  • 运行后你会获得一个 Token 信息,之后在 curl.sh 中替换 Authorization: Bearer 后面的值。就可以执行测试了。

3. 程序接入

SpringBoot 配置类

@Configuration
@EnableConfigurationProperties(ChatGLMSDKConfigProperties.class)
public class ChatGLMSDKConfig {

    @Bean
    @ConditionalOnProperty(value = "chatglm.sdk.config.enabled", havingValue = "true", matchIfMissing = false)
    public OpenAiSession openAiSession(ChatGLMSDKConfigProperties properties) {
        // 1. 配置文件
        cn.bugstack.chatglm.session.Configuration configuration = new cn.bugstack.chatglm.session.Configuration();
        configuration.setApiHost(properties.getApiHost());
        configuration.setApiSecretKey(properties.getApiSecretKey());

        // 2. 会话工厂
        OpenAiSessionFactory factory = new DefaultOpenAiSessionFactory(configuration);

        // 3. 开启会话
        return factory.openSession();
    }

}

@Data
@ConfigurationProperties(prefix = "chatglm.sdk.config", ignoreInvalidFields = true)
public class ChatGLMSDKConfigProperties {

    /** 状态;open = 开启、close 关闭 */
    private boolean enable;
    /** 转发地址 */
    private String apiHost;
    /** 可以申请 sk-*** */
    private String apiSecretKey;

}
@Autowired(required = false)
private OpenAiSession openAiSession;
  • 注意:如果你在服务中配置了关闭启动 ChatGLM SDK 那么注入 openAiSession 为 null

yml 配置

# ChatGLM SDK Config
chatglm:
  sdk:
    config:
      # 状态;true = 开启、false 关闭
      enabled: false
      # 官网地址 
      api-host: https://open.bigmodel.cn/
      # 官网申请 https://open.bigmodel.cn/usercenter/apikeys
      api-secret-key: 4e087e4135306ef4a676f0cce3cee560.sgP2DUs*****

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