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迁移文心一言
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cherishsince
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commit
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package cn.iocoder.yudao.framework.ai.chatyiyan;
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import cn.iocoder.yudao.framework.ai.chatyiyan.api.YiYanAuthRes;
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import cn.iocoder.yudao.framework.ai.chatyiyan.api.YiYanChatCompletion;
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import cn.iocoder.yudao.framework.ai.chatyiyan.api.YiYanChatCompletionRequest;
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import cn.iocoder.yudao.framework.ai.chatyiyan.exception.YiYanApiException;
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import lombok.Data;
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import org.springframework.http.HttpStatusCode;
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import org.springframework.http.ResponseEntity;
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import org.springframework.web.reactive.function.client.WebClient;
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import reactor.core.publisher.Flux;
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import reactor.core.publisher.Mono;
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/**
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* 文心一言
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* <p>
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* author: fansili
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* time: 2024/3/8 21:47
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*/
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@Data
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public class YiYanApi {
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private static final String DEFAULT_BASE_URL = "https://aip.baidubce.com";
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private static final String AUTH_2_TOKEN_URI = "/oauth/2.0/token";
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public static final String DEFAULT_CHAT_MODEL = "ERNIE 4.0";
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// 获取access_token流程 https://cloud.baidu.com/doc/WENXINWORKSHOP/s/Ilkkrb0i5
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private String appKey;
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private String secretKey;
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private String token;
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// token刷新时间(秒)
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private int refreshTokenSecondTime;
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// 发送请求 webClient
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private final WebClient webClient;
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// 使用的模型
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private YiYanChatModel useChatModel;
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public YiYanApi(String appKey, String secretKey, YiYanChatModel useChatModel, int refreshTokenSecondTime) {
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this.appKey = appKey;
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this.secretKey = secretKey;
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this.useChatModel = useChatModel;
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this.refreshTokenSecondTime = refreshTokenSecondTime;
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this.webClient = WebClient.builder()
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.baseUrl(DEFAULT_BASE_URL)
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.build();
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token = getToken();
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}
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private String getToken() {
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// 文档地址: https://cloud.baidu.com/doc/WENXINWORKSHOP/s/Ilkkrb0i5
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ResponseEntity<YiYanAuthRes> response = this.webClient.post()
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.uri(uriBuilder -> uriBuilder.path(AUTH_2_TOKEN_URI)
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.queryParam("grant_type", "client_credentials")
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.queryParam("client_id", appKey)
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.queryParam("client_secret", secretKey)
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.build()
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)
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.retrieve()
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.toEntity(YiYanAuthRes.class)
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.block();
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// 检查请求状态
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if (HttpStatusCode.valueOf(200) != response.getStatusCode()) {
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throw new YiYanApiException("一言认证失败! api：https://aip.baidubce.com/oauth/2.0/token 请检查 client_id、client_secret 是否正确!");
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}
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YiYanAuthRes body = response.getBody();
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return body.getAccess_token();
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}
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public ResponseEntity<YiYanChatCompletion> chatCompletionEntity(YiYanChatCompletionRequest request) {
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// TODO: 2024/3/10 小范 这里错误信息返回的结构不一样
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// {"error_code":17,"error_msg":"Open api daily request limit reached"}
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return this.webClient.post()
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.uri(uriBuilder
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-> uriBuilder.path(useChatModel.getUri())
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.queryParam("access_token", token)
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.build())
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.body(Mono.just(request), YiYanChatCompletionRequest.class)
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.retrieve()
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.toEntity(YiYanChatCompletion.class)
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.block();
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}
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public Flux<YiYanChatCompletion> chatCompletionStream(YiYanChatCompletionRequest request) {
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return this.webClient.post()
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.uri(uriBuilder
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-> uriBuilder.path(useChatModel.getUri())
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.queryParam("access_token", token)
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.build())
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.body(Mono.just(request), YiYanChatCompletionRequest.class)
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.retrieve()
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.bodyToFlux(YiYanChatCompletion.class);
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}
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}
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package cn.iocoder.yudao.framework.ai.chatyiyan;
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import cn.iocoder.yudao.framework.ai.chat.ChatClient;
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import cn.iocoder.yudao.framework.ai.chat.ChatResponse;
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import cn.iocoder.yudao.framework.ai.chat.Generation;
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import cn.iocoder.yudao.framework.ai.chat.StreamingChatClient;
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import cn.iocoder.yudao.framework.ai.chat.messages.Message;
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import cn.iocoder.yudao.framework.ai.chat.prompt.Prompt;
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import cn.iocoder.yudao.framework.ai.chatyiyan.api.YiYanChatCompletion;
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import cn.iocoder.yudao.framework.ai.chatyiyan.api.YiYanChatCompletionMessage;
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import cn.iocoder.yudao.framework.ai.chatyiyan.api.YiYanChatCompletionRequest;
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import cn.iocoder.yudao.framework.ai.chatyiyan.exception.YiYanApiException;
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import cn.iocoder.yudao.framework.ai.model.function.AbstractFunctionCallSupport;
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import cn.iocoder.yudao.framework.ai.model.function.FunctionCallbackContext;
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import lombok.extern.slf4j.Slf4j;
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import org.springframework.http.ResponseEntity;
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import org.springframework.retry.RetryCallback;
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import org.springframework.retry.RetryContext;
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import org.springframework.retry.RetryListener;
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import org.springframework.retry.support.RetryTemplate;
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import reactor.core.publisher.Flux;
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import java.time.Duration;
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import java.util.ArrayList;
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import java.util.List;
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/**
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* 文心一言
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*
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* author: fansili
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* time: 2024/3/8 19:11
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*/
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@Slf4j
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public class YiYanChatClient
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extends AbstractFunctionCallSupport<YiYanChatCompletionMessage, YiYanChatCompletionRequest, ResponseEntity<YiYanChatCompletion>>
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implements ChatClient, StreamingChatClient {
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private YiYanApi yiYanApi;
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public YiYanChatClient(YiYanApi yiYanApi) {
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super(new FunctionCallbackContext());
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this.yiYanApi = yiYanApi;
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}
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public final RetryTemplate retryTemplate = RetryTemplate.builder()
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// 最大重试次数 10
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.maxAttempts(10)
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.retryOn(YiYanApiException.class)
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// 最大重试5次，第一次间隔3000ms，第二次3000ms * 2，第三次3000ms * 3，以此类推，最大间隔3 * 60000ms
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.exponentialBackoff(Duration.ofMillis(3000), 2, Duration.ofMillis(3 * 60000))
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.withListener(new RetryListener() {
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@Override
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public <T extends Object, E extends Throwable> void onError(RetryContext context,
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RetryCallback<T, E> callback, Throwable throwable) {
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log.warn("重试异常:" + context.getRetryCount(), throwable);
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};
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})
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.build();
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@Override
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public String call(String message) {
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return ChatClient.super.call(message);
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}
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@Override
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public ChatResponse call(Prompt prompt) {
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return this.retryTemplate.execute(ctx -> {
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// ctx 会有重试的信息
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// 创建 request 请求，stream模式需要供应商支持
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YiYanChatCompletionRequest request = this.createRequest(prompt, false);
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// 调用 callWithFunctionSupport 发送请求
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ResponseEntity<YiYanChatCompletion> response = this.callWithFunctionSupport(request);
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// 获取结果封装 ChatResponse
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YiYanChatCompletion chatCompletion = response.getBody();
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return new ChatResponse(List.of(new Generation(chatCompletion.getResult())));
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});
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}
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private YiYanChatCompletionRequest createRequest(Prompt prompt, boolean stream) {
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List<YiYanChatCompletionRequest.Message> messages = new ArrayList<>();
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List<Message> instructions = prompt.getInstructions();
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for (Message instruction : instructions) {
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YiYanChatCompletionRequest.Message message = new YiYanChatCompletionRequest.Message();
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message.setContent(instruction.getContent());
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message.setRole(instruction.getMessageType().getValue());
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messages.add(message);
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}
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YiYanChatCompletionRequest request = new YiYanChatCompletionRequest(messages);
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request.setStream(stream);
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return request;
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}
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@Override
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public Flux<ChatResponse> stream(Prompt prompt) {
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// ctx 会有重试的信息
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// 创建 request 请求，stream模式需要供应商支持
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YiYanChatCompletionRequest request = this.createRequest(prompt, true);
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// 调用 callWithFunctionSupport 发送请求
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Flux<YiYanChatCompletion> response = this.yiYanApi.chatCompletionStream(request);
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// response.subscribe(new Consumer<YiYanChatCompletion>() {
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// @Override
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// public void accept(YiYanChatCompletion chatCompletion) {
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// // {"id":"as-p0nfjuuasg","object":"chat.completion","created":1710033402,"sentence_id":0,"is_end":false,"is_truncated":false,"result":"编程语","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":5,"completion_tokens":0,"total_tokens":5}}
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// System.err.println(chatCompletion);
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// }
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// });
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return response.map(res -> {
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return new ChatResponse(List.of(new Generation(res.getResult())));
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});
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}
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@Override
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protected YiYanChatCompletionRequest doCreateToolResponseRequest(YiYanChatCompletionRequest previousRequest, YiYanChatCompletionMessage responseMessage, List<YiYanChatCompletionMessage> conversationHistory) {
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return null;
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}
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@Override
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protected List<YiYanChatCompletionMessage> doGetUserMessages(YiYanChatCompletionRequest request) {
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return null;
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}
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@Override
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protected YiYanChatCompletionMessage doGetToolResponseMessage(ResponseEntity<YiYanChatCompletion> response) {
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return null;
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}
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@Override
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protected ResponseEntity<YiYanChatCompletion> doChatCompletion(YiYanChatCompletionRequest request) {
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return yiYanApi.chatCompletionEntity(request);
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}
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@Override
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protected boolean isToolFunctionCall(ResponseEntity<YiYanChatCompletion> response) {
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return false;
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}
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}
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package cn.iocoder.yudao.framework.ai.chatyiyan;
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import lombok.Getter;
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/**
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* 一言模型
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*
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* 可参考百度文档：https://cloud.baidu.com/doc/WENXINWORKSHOP/s/clntwmv7t
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*
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* author: fansili
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* time: 2024/3/9 12:01
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*/
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@Getter
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public enum YiYanChatModel {
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ERNIE4_0("ERNIE 4.0", "/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/completions_pro"),
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ERNIE4_3_5_8K("ERNIE-3.5-8K", "/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/completions"),
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ERNIE4_3_5_8K_0205("ERNIE-3.5-8K-0205", "/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-8k-0205"),
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ERNIE4_3_5_8K_1222("ERNIE-3.5-8K-1222", "/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-8k-1222"),
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ERNIE4_BOT_8K("ERNIE-Bot-8K", "/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie_bot_8k"),
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ERNIE4_3_5_4K_0205("ERNIE-3.5-4K-0205", "/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-4k-0205"),
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;
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YiYanChatModel(String value, String uri) {
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this.value = value;
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this.uri = uri;
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}
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private String value;
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private String uri;
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}
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package cn.iocoder.yudao.framework.ai.chatyiyan.api;
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import lombok.Data;
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/**
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* 一言 获取access_token
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*
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* author: fansili
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* time: 2024/3/10 08:51
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*/
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@Data
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public class YiYanAuthRes {
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/**
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* 访问凭证
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*/
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private String access_token;
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/**
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* 有效期，Access Token的有效期。
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* 说明：单位是秒，有效期30天
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*/
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private int expires_in;
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/**
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* 错误码，说明：响应失败时返回该字段，成功时不返回
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*/
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private String error;
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/**
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* 错误描述信息，帮助理解和解决发生的错误
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* 说明：响应失败时返回该字段，成功时不返回
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*/
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private String error_description;
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/**
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* 暂时未使用，可忽略
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*/
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private String session_key;
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/**
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* 暂时未使用，可忽略
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*/
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private String refresh_token;
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/**
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* 暂时未使用，可忽略
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*/
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private String scope;
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/**
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* 暂时未使用，可忽略
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*/
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private String session_secret;
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}
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package cn.iocoder.yudao.framework.ai.chatyiyan.api;
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import lombok.Data;
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/**
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* 聊天返回
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* 百度链接: https://cloud.baidu.com/doc/WENXINWORKSHOP/s/clntwmv7t
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*
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* author: fansili
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* time: 2024/3/9 10:34
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*/
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@Data
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public class YiYanChatCompletion {
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/**
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* 本轮对话的id
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*/
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private String id;
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/**
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* 回包类型，chat.completion：多轮对话返回
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*/
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private String object;
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/**
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* 时间戳
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*/
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private int created;
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/**
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* 表示当前子句的序号。只有在流式接口模式下会返回该字段
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*/
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private int sentence_id;
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/**
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* 表示当前子句是否是最后一句。只有在流式接口模式下会返回该字段
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*/
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private boolean is_end;
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/**
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* 当前生成的结果是否被截断
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*/
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private boolean is_truncated;
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/**
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* 输出内容标识，说明：
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* · normal：输出内容完全由大模型生成，未触发截断、替换
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* · stop：输出结果命中入参stop中指定的字段后被截断
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* · length：达到了最大的token数，根据EB返回结果is_truncated来截断
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* · content_filter：输出内容被截断、兜底、替换为**等
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*/
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private String finish_reason;
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/**
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* 搜索数据，当请求参数enable_citation为true并且触发搜索时，会返回该字段
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*/
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private String search_info;
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/**
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* 对话返回结果
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*/
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private String result;
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/**
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* 表示用户输入是否存在安全，是否关闭当前会话，清理历史会话信息
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* true：是，表示用户输入存在安全风险，建议关闭当前会话，清理历史会话信息
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* false：否，表示用户输入无安全风险
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*/
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private boolean need_clear_history;
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/**
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* 说明：
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* · 0：正常返回
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* · 其他：非正常
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*/
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private int flag;
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/**
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* 当need_clear_history为true时，此字段会告知第几轮对话有敏感信息，如果是当前问题，ban_round=-1
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*/
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private int ban_round;
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/**
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* token统计信息
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*/
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private Usage usage;
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@Data
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public static class Usage {
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/**
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* 问题tokens数
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*/
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private int prompt_tokens;
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/**
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* 回答tokens数
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*/
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private int completion_tokens;
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/**
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* tokens总数
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*/
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private int total_tokens;
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}
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}
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@ -0,0 +1,8 @@
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package cn.iocoder.yudao.framework.ai.chatyiyan.api;
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/**
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* author: fansili
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* time: 2024/3/9 10:37
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*/
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public class YiYanChatCompletionMessage {
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}
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@ -0,0 +1,176 @@
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package cn.iocoder.yudao.framework.ai.chatyiyan.api;
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import lombok.Data;
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import java.util.List;
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/**
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* 一言 Completion req
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*
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* 百度千帆文档：https://cloud.baidu.com/doc/WENXINWORKSHOP/s/jlil56u11
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||||
*
|
||||
* author: fansili
|
||||
* time: 2024/3/9 10:34
|
||||
*/
|
||||
@Data
|
||||
public class YiYanChatCompletionRequest {
|
||||
|
||||
public YiYanChatCompletionRequest(List<Message> messages) {
|
||||
this.messages = messages;
|
||||
}
|
||||
|
||||
/**
|
||||
* 聊天上下文信息。
|
||||
* 必填：是
|
||||
*/
|
||||
private List<Message> messages;
|
||||
/**
|
||||
* 一个可触发函数的描述列表，说明：
|
||||
* （1）支持的function数量无限制
|
||||
* （2）长度限制，最后一个message的content长度（即此轮对话的问题）、functions和system字段总内容不能超过20480 个字符，且不能超过5120 tokens
|
||||
* 必填：否
|
||||
*/
|
||||
private List<Function> functions;
|
||||
/**
|
||||
* 说明：
|
||||
* （1）较高的数值会使输出更加随机，而较低的数值会使其更加集中和确定
|
||||
* （2）默认0.8，范围 (0, 1.0]，不能为0
|
||||
* 必填：否
|
||||
*/
|
||||
private String temperature;
|
||||
/**
|
||||
* 说明：
|
||||
* （1）影响输出文本的多样性，取值越大，生成文本的多样性越强
|
||||
* （2）默认0.8，取值范围 [0, 1.0]
|
||||
* 必填：否
|
||||
*/
|
||||
private String top_p;
|
||||
/**
|
||||
* 通过对已生成的token增加惩罚，减少重复生成的现象。说明：
|
||||
* （1）值越大表示惩罚越大
|
||||
* （2）默认1.0，取值范围：[1.0, 2.0]
|
||||
*
|
||||
* 必填：否
|
||||
*/
|
||||
private String penalty_score;
|
||||
/**
|
||||
* 是否以流式接口的形式返回数据，默认false
|
||||
* 必填：否
|
||||
*/
|
||||
private Boolean stream;
|
||||
/**
|
||||
* 模型人设，主要用于人设设定，例如，你是xxx公司制作的AI助手，说明：
|
||||
* （1）长度限制，最后一个message的content长度（即此轮对话的问题）、functions和system字段总内容不能超过20480 个字符，且不能超过5120 tokens
|
||||
* （2）如果同时使用system和functions，可能暂无法保证使用效果，持续进行优化
|
||||
* 必填：否
|
||||
*/
|
||||
private String system;
|
||||
/**
|
||||
* 生成停止标识，当模型生成结果以stop中某个元素结尾时，停止文本生成。说明：
|
||||
* （1）每个元素长度不超过20字符
|
||||
* （2）最多4个元素
|
||||
* 必填：否
|
||||
*/
|
||||
private String stop;
|
||||
/**
|
||||
* 是否强制关闭实时搜索功能，默认false，表示不关闭
|
||||
* 必填：否
|
||||
*/
|
||||
private Boolean disable_search;
|
||||
/**
|
||||
* 是否开启上角标返回，说明：
|
||||
* （1）开启后，有概率触发搜索溯源信息search_info，search_info内容见响应参数介绍
|
||||
* （2）默认false，不开启
|
||||
* 必填：否
|
||||
*/
|
||||
private Boolean enable_citation;
|
||||
/**
|
||||
* 指定模型最大输出token数，范围[2, 2048]
|
||||
* 必填：否
|
||||
*/
|
||||
private Integer max_output_tokens;
|
||||
/**
|
||||
* 指定响应内容的格式，说明：
|
||||
* （1）可选值：
|
||||
* · json_object：以json格式返回，可能出现不满足效果情况
|
||||
* · text：以文本格式返回
|
||||
* （2）如果不填写参数response_format值，默认为text
|
||||
* 必填：否
|
||||
*/
|
||||
private String response_format;
|
||||
/**
|
||||
* 表示最终用户的唯一标识符
|
||||
* 必填：否
|
||||
*/
|
||||
private String user_id;
|
||||
/**
|
||||
* 在函数调用场景下，提示大模型选择指定的函数（非强制），说明：指定的函数名必须在functions中存在
|
||||
* 必填：否
|
||||
*/
|
||||
private String tool_choice;
|
||||
|
||||
|
||||
@Data
|
||||
public static class Message {
|
||||
private String role;
|
||||
|
||||
private String content;
|
||||
}
|
||||
|
||||
@Data
|
||||
public static class ToolChoice {
|
||||
/**
|
||||
* 指定工具类型，function
|
||||
* 必填: 是
|
||||
*/
|
||||
private String type;
|
||||
/**
|
||||
* 指定要使用的函数
|
||||
* 必填: 是
|
||||
*/
|
||||
private Function function;
|
||||
/**
|
||||
* 指定要使用的函数名
|
||||
* 必填: 是
|
||||
*/
|
||||
private String name;
|
||||
}
|
||||
|
||||
@Data
|
||||
public static class Function {
|
||||
/**
|
||||
* 函数名
|
||||
* 必填: 是
|
||||
*/
|
||||
private String name;
|
||||
/**
|
||||
* 函数描述
|
||||
* 必填: 是
|
||||
*/
|
||||
private String description;
|
||||
/**
|
||||
* 函数请求参数，说明：
|
||||
* （1）JSON Schema 格式，参考JSON Schema描述
|
||||
* （2）如果函数没有请求参数，parameters值格式如下：
|
||||
* {"type": "object","properties": {}}
|
||||
* 必填: 是
|
||||
*/
|
||||
private String parameters;
|
||||
/**
|
||||
* 函数响应参数，JSON Schema 格式，参考JSON Schema描述
|
||||
* 必填: 否
|
||||
*/
|
||||
private String responses;
|
||||
/**
|
||||
* function调用的一些历史示例，说明：
|
||||
* （1）可以提供正例（正常触发）和反例（无需触发）的example
|
||||
* ·正例：从历史请求数据中获取
|
||||
* ·反例：
|
||||
* 当role = user，不会触发请求的query
|
||||
* 当role = assistant，有固定的格式。function_call的name为空，arguments是空对象:"{}"，thought可以填固定的:"我不需要调用任何工具"
|
||||
* （2）兼容之前的 List(example) 格式
|
||||
*/
|
||||
private String examples;
|
||||
}
|
||||
|
||||
}
|
||||
@ -0,0 +1,16 @@
|
||||
package cn.iocoder.yudao.framework.ai.chatyiyan.exception;
|
||||
|
||||
/**
|
||||
* 一言 api 调用异常
|
||||
*/
|
||||
public class YiYanApiException extends RuntimeException {
|
||||
|
||||
public YiYanApiException(String message) {
|
||||
super(message);
|
||||
}
|
||||
|
||||
public YiYanApiException(String message, Throwable cause) {
|
||||
super(message, cause);
|
||||
}
|
||||
|
||||
}
|
||||
Loading…
Reference in New Issue
Block a user