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package com.plexpt.chatgpt;
import cn.hutool.core.date.DateTime;
import cn.hutool.core.date.DateUtil;
import cn.hutool.core.util.RandomUtil;
import cn.hutool.http.ContentType;
import cn.hutool.http.Header;
import com.plexpt.chatgpt.api.Api;
import com.plexpt.chatgpt.entity.BaseResponse;
import com.plexpt.chatgpt.entity.DeleteResponse;
import com.plexpt.chatgpt.entity.FileResponse;
import com.plexpt.chatgpt.entity.audio.AudioResponse;
import com.plexpt.chatgpt.entity.audio.SpeechRequest;
import com.plexpt.chatgpt.entity.audio.Transcriptions;
import com.plexpt.chatgpt.entity.billing.CreditGrantsResponse;
import com.plexpt.chatgpt.entity.billing.SubscriptionData;
import com.plexpt.chatgpt.entity.billing.UseageResponse;
import com.plexpt.chatgpt.entity.chat.ChatCompletion;
import com.plexpt.chatgpt.entity.chat.ChatCompletionResponse;
import com.plexpt.chatgpt.entity.chat.Message;
import com.plexpt.chatgpt.entity.embedding.EmbeddingRequest;
import com.plexpt.chatgpt.entity.embedding.EmbeddingResult;
import com.plexpt.chatgpt.entity.images.Edits;
import com.plexpt.chatgpt.entity.images.Generations;
import com.plexpt.chatgpt.entity.images.ImagesRensponse;
import com.plexpt.chatgpt.entity.images.Variations;
import com.plexpt.chatgpt.exception.ChatException;
import com.plexpt.chatgpt.util.OkHttpCustomizer;
import com.plexpt.chatgpt.util.fastjson.JSON;
import io.reactivex.Single;
import lombok.*;
import lombok.extern.slf4j.Slf4j;
import okhttp3.*;
import retrofit2.Retrofit;
import retrofit2.adapter.rxjava2.RxJava2CallAdapterFactory;
import retrofit2.converter.jackson.JacksonConverterFactory;
import java.io.File;
import java.io.InputStream;
import java.math.BigDecimal;
import java.net.Proxy;
import java.util.*;
import java.util.concurrent.TimeUnit;
import static com.plexpt.chatgpt.util.FormatDateUtil.formatDate;
/**
* open ai 客户端
*
* @author plexpt
*/
@Slf4j
@Getter
@Setter
@Builder
@AllArgsConstructor
@NoArgsConstructor
public class ChatGPT {
/**
* keys
*/
private String apiKey;
private List<String> apiKeyList;
/**
* 自定义api host使用builder的方式构造client
*/
@Builder.Default
private String apiHost = Api.DEFAULT_API_HOST;
private Api apiClient;
private OkHttpClient okHttpClient;
/**
* 用于自定义okhttp client
*/
private OkHttpCustomizer okHttpCustomizer;
/**
* 超时 默认300
*/
@Builder.Default
private long timeout = 300;
/**
* okhttp 代理
*/
@Builder.Default
private Proxy proxy = Proxy.NO_PROXY;
/**
* 初始化:与服务端建立连接,成功后可直接与服务端进行对话
*/
public ChatGPT init() {
OkHttpClient.Builder client = new OkHttpClient.Builder();
client.addInterceptor(chain -> {
Request original = chain.request();
String key = apiKey;
if (apiKeyList != null && !apiKeyList.isEmpty()) {
key = RandomUtil.randomEle(apiKeyList);
}
Request request = original.newBuilder()
.header(Header.AUTHORIZATION.getValue(), "Bearer " + key)
.header(Header.CONTENT_TYPE.getValue(), ContentType.JSON.getValue())
.method(original.method(), original.body())
.build();
return chain.proceed(request);
}).addInterceptor(chain -> {
Request original = chain.request();
Response response = chain.proceed(original);
if (!response.isSuccessful()) {
String errorMsg = response.body().string();
log.error("请求异常:{}", errorMsg);
BaseResponse baseResponse = JSON.parseObject(errorMsg, BaseResponse.class);
if (Objects.nonNull(baseResponse.getError())) {
log.error(baseResponse.getError().getMessage());
throw new ChatException(baseResponse.getError().getMessage());
}
throw new ChatException("ChatGPT init error!");
}
return response;
});
client.connectTimeout(timeout, TimeUnit.SECONDS);
client.writeTimeout(timeout, TimeUnit.SECONDS);
client.readTimeout(timeout, TimeUnit.SECONDS);
if (Objects.nonNull(proxy)) {
client.proxy(proxy);
}
if (Objects.nonNull(okHttpCustomizer)) {
client = okHttpCustomizer.customize(client);
}
this.okHttpClient = client.build();
this.apiClient = new Retrofit.Builder()
.baseUrl(this.apiHost)
.client(okHttpClient)
.addCallAdapterFactory(RxJava2CallAdapterFactory.create())
.addConverterFactory(JacksonConverterFactory.create())
.build()
.create(Api.class);
return this;
}
/**
* 最新版的GPT-3.5 chat completion 更加贴近官方网站的问答模型
*
* @param chatCompletion 问答参数,即咨询的内容
* @return 服务端的问答响应
*/
public ChatCompletionResponse chatCompletion(ChatCompletion chatCompletion) {
Single<ChatCompletionResponse> chatCompletionResponse =
this.apiClient.chatCompletion(chatCompletion);
return chatCompletionResponse.blockingGet();
}
/**
* 支持多个问答参数来与服务端进行对话
*
* @param messages 问答参数,即咨询的内容
* @return 服务端的问答响应
*/
public ChatCompletionResponse chatCompletion(List<Message> messages) {
ChatCompletion chatCompletion = ChatCompletion.builder().messages(messages).build();
return this.chatCompletion(chatCompletion);
}
/**
* 与服务端进行对话
*
* @param message 问答参数,即咨询的内容
* @return 服务端的问答响应
*/
public String chat(String message) {
ChatCompletion chatCompletion = ChatCompletion.builder()
.messages(Arrays.asList(Message.of(message)))
.build();
ChatCompletionResponse response = this.chatCompletion(chatCompletion);
return response.getChoices().get(0).getMessage().getContent();
}
/**
* 生成向量
*/
public EmbeddingResult createEmbeddings(EmbeddingRequest request) {
Single<EmbeddingResult> embeddingResultSingle = this.apiClient.createEmbeddings(request);
return embeddingResultSingle.blockingGet();
}
/**
* 生成向量
*/
public EmbeddingResult createEmbeddings(String input, String user) {
EmbeddingRequest request = EmbeddingRequest.builder()
.input(Collections.singletonList(input))
.model(EmbeddingRequest.EmbeddingModelEnum.TEXT_EMBEDDING_ADA_002.getModelName())
.user(user)
.build();
Single<EmbeddingResult> embeddingResultSingle = this.apiClient.createEmbeddings(request);
return embeddingResultSingle.blockingGet();
}
public ImagesRensponse imageGeneration(Generations generations) {
Single<ImagesRensponse> imagesRensponse = this.apiClient.imageGenerations(generations);
return imagesRensponse.blockingGet();
}
public ImagesRensponse imageEdit(File image, File mask, Edits edits) {
RequestBody i = RequestBody.create(MediaType.parse("multipart/form-data;charset=UTF-8"), image);
MultipartBody.Part iPart = MultipartBody.Part.createFormData("image", image.getName(), i);
RequestBody m = RequestBody.create(MediaType.parse("multipart/form-data;charset=UTF-8"), mask);
MultipartBody.Part mPart = MultipartBody.Part.createFormData("mask", mask.getName(), m);
Single<ImagesRensponse> imagesRensponse =
this.apiClient.imageEdits(iPart, mPart, edits);
return imagesRensponse.blockingGet();
}
public ImagesRensponse imageVariation(File image, Variations variations) {
RequestBody i = RequestBody.create(MediaType.parse("multipart/form-data;charset=UTF-8"), image);
MultipartBody.Part iPart = MultipartBody.Part.createFormData("image", image.getName(), i);
Single<ImagesRensponse> imagesRensponse =
this.apiClient.imageVariations(iPart, variations);
return imagesRensponse.blockingGet();
}
public AudioResponse audioTranscription(File audio, Transcriptions transcriptions) {
RequestBody a = RequestBody.create(MediaType.parse("multipart/form-data;charset=UTF-8"), audio);
MultipartBody.Part aPart = MultipartBody.Part.createFormData("image", audio.getName(), a);
Single<AudioResponse> audioResponse =
this.apiClient.audioTranscriptions(aPart, transcriptions);
return audioResponse.blockingGet();
}
public InputStream audioSpeech(SpeechRequest speechRequest) {
Single<ResponseBody> audioResponse = this.apiClient.audioSpeech(speechRequest);
ResponseBody response = audioResponse.blockingGet();
InputStream stream = response.byteStream();
return stream;
}
public AudioResponse audioTranslation(File audio, Transcriptions transcriptions) {
RequestBody a = RequestBody.create(MediaType.parse("multipart/form-data;charset=UTF-8"), audio);
MultipartBody.Part aPart = MultipartBody.Part.createFormData("image", audio.getName(), a);
Single<AudioResponse> audioResponse =
this.apiClient.audioTranslations(aPart, transcriptions);
return audioResponse.blockingGet();
}
/**
* 余额查询
*
* @return 余额总金额
*/
@Deprecated
public BigDecimal balance() {
Single<SubscriptionData> subscription = apiClient.subscription();
SubscriptionData subscriptionData = subscription.blockingGet();
BigDecimal total = subscriptionData.getHardLimitUsd();
DateTime start = DateUtil.offsetDay(new Date(), -90);
DateTime end = DateUtil.offsetDay(new Date(), 1);
Single<UseageResponse> usage = apiClient.usage(formatDate(start), formatDate(end));
UseageResponse useageResponse = usage.blockingGet();
BigDecimal used = useageResponse.getTotalUsage().divide(BigDecimal.valueOf(100));
return total.subtract(used);
}
/**
* 新建连接进行余额查询
*
* @return 余额总金额
*/
@Deprecated
public static BigDecimal balance(String key) {
ChatGPT chatGPT = ChatGPT.builder()
.apiKey(key)
.build()
.init();
return chatGPT.balance();
}
/**
* 余额查询
*
* @return 余额总金额及明细
*/
@Deprecated
public CreditGrantsResponse creditGrants() {
Single<CreditGrantsResponse> creditGrants = this.apiClient.creditGrants();
return creditGrants.blockingGet();
}
/**
* 列出文件
* List files
*/
public BaseResponse<FileResponse> listFiles() {
Single<BaseResponse<FileResponse>> files = this.apiClient.listFiles();
return files.blockingGet();
}
/**
* 上传文件
* Upload file
*
* @param purpose 文件用途
* The purpose of the file
* @param file 文件部分
* The file part
* @return 文件响应
* File response
*/
public FileResponse uploadFile(String purpose, MultipartBody.Part file) {
RequestBody purposeBody = RequestBody.create(MultipartBody.FORM, purpose);
Single<FileResponse> files = this.apiClient.uploadFile(purposeBody, file);
return files.blockingGet();
}
/**
* 删除文件
* Delete file
*
* @param fileId 文件ID
* The file ID
* @return 删除响应
* Delete response
*/
public DeleteResponse deleteFile(String fileId) {
return this.apiClient.deleteFile(fileId).blockingGet();
}
/**
* 检索文件
* Retrieve file
*
* @param fileId 文件ID
* The file ID
* @return 文件响应
* File response
*/
public FileResponse retrieveFile(String fileId) {
return this.apiClient.retrieveFile(fileId).blockingGet();
}
/**
* 检索文件内容
* Retrieve file content
*
* @param fileId 文件ID
* The file ID
* @return 文件内容响应
* File content response
*/
public ResponseBody retrieveFileContent(String fileId) {
return this.apiClient.retrieveFileContent(fileId).blockingGet();
}
}