1.智谱清言大模型
1.1 注册账号
智谱清言
1.2 查看秘钥
查看ApiKey
2. 编程对接-Java
2.1 maven - pom.xml
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| <dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<version>4.13.2</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>cn.bigmodel.openapi</groupId>
<artifactId>oapi-java-sdk</artifactId>
<version>release-V4-2.0.2</version>
</dependency>
|
2.2 test方法
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| import com.fasterxml.jackson.annotation.JsonInclude;
import com.fasterxml.jackson.databind.DeserializationFeature;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.PropertyNamingStrategy;
import com.zhipu.oapi.ClientV4;
import com.zhipu.oapi.service.v4.model.*;
import io.reactivex.Flowable;
import org.junit.Test;
import java.util.ArrayList;
import java.util.List;
import java.util.concurrent.atomic.AtomicBoolean;
class ApiTest {
private static final String requestIdTemplate = "mycompany-%d";
private static final ObjectMapper mapper = defaultObjectMapper();
public static ObjectMapper defaultObjectMapper() {
ObjectMapper mapper = new ObjectMapper();
mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
mapper.setSerializationInclusion(JsonInclude.Include.NON_NULL);
mapper.setPropertyNamingStrategy(PropertyNamingStrategy.SNAKE_CASE);
mapper.addMixIn(ChatFunction.class, ChatFunctionMixIn.class);
mapper.addMixIn(ChatCompletionRequest.class, ChatCompletionRequestMixIn.class);
mapper.addMixIn(ChatFunctionCall.class, ChatFunctionCallMixIn.class);
return mapper;
}
public static Flowable<ChatMessageAccumulator> mapStreamToAccumulator(Flowable<ModelData> flowable) {
return flowable.map(chunk -> {
return new ChatMessageAccumulator(chunk.getChoices().get(0).getDelta(), null, chunk.getChoices().get(0), chunk.getUsage(), chunk.getCreated(), chunk.getId());
});
}
@Test
public void test_client() {
ClientV4 client = new ClientV4.Builder("你的key").build();
List<ChatMessage> messages = new ArrayList<>();
ChatMessage chatMessage = new ChatMessage(ChatMessageRole.USER.value(), "写一个python冒泡排序");
messages.add(chatMessage);
String requestId = String.format(requestIdTemplate, System.currentTimeMillis());
ChatCompletionRequest chatCompletionRequest = ChatCompletionRequest.builder()
.model(Model.GLM_4_FLASH.code)
.stream(Boolean.TRUE)
.messages(messages)
.requestId(requestId)
.build();
ModelApiResponse sseModelApiResp = client.invokeModelApi(chatCompletionRequest);
if (sseModelApiResp.isSuccess()) {
AtomicBoolean isFirst = new AtomicBoolean(true);
ChatMessageAccumulator chatMessageAccumulator = mapStreamToAccumulator(sseModelApiResp.getFlowable())
.doOnNext(accumulator -> {
if (accumulator.getDelta() != null && accumulator.getDelta().getContent() != null) {
System.out.print(accumulator.getChoice().getDelta().getContent());
}
})
.doOnComplete(System.out::println)
.lastElement()
.blockingGet();
}
}
}
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如果对这个大模型的api传参不清楚，Java对接混元大模型API
- 结果
