wordpress企业模版配置,新网网站内部优化,白银价格,安庆网站建设aqwzjsAI妙笔是一款以文本创作为主、多模态为辅的生成式创作大模型产品#xff0c;专门为传媒、政务等特定的行业和组织提供行业化的内容创作辅助。它具备深度的行业知识#xff0c;能够生成高质量的专业内容#xff0c;能覆盖各行业常见的文体类型#xff0c;写作文体丰富多样专门为传媒、政务等特定的行业和组织提供行业化的内容创作辅助。它具备深度的行业知识能够生成高质量的专业内容能覆盖各行业常见的文体类型写作文体丰富多样包括时政稿件、时事评论、视频脚本、报告、请示、通知、方案、复函等。AI妙笔通过人工智能技术提升创作效率帮助用户节省时间和精力并提供准确、专业的内容满足不同行业组织的需求。
本文提供妙笔写作链路 API的几个最佳实践帮助您快速入门并开发您自己的业务应用。
前提条件 已开通服务 获取WorkSpaceId 获取Workspace ID 引入妙笔SDK 注意获取最新SDK版本 dependencygroupIdcom.aliyun/groupIdartifactIdalibabacloud-aimiaobi20230801/artifactIdversion1.0.11/version
/dependency
1、实现直接生成文章
基于妙笔提供的API本节通过直接生成文章场景来帮助您熟悉API的使用。
生成调用demo如下 package com.aliyun.sdk.service.aimiaobi20230801;import com.aliyun.auth.credentials.Credential;
import com.aliyun.auth.credentials.provider.StaticCredentialProvider;
import com.aliyun.sdk.gateway.pop.Configuration;
import com.aliyun.sdk.gateway.pop.auth.SignatureVersion;
import com.aliyun.sdk.service.aimiaobi20230801.models.RunWritingRequest;
import com.aliyun.sdk.service.aimiaobi20230801.models.RunWritingResponseBody;import com.google.gson.Gson;
import darabonba.core.ResponseIterable;
import darabonba.core.ResponseIterator;
import darabonba.core.client.ClientOverrideConfiguration;import java.util.ArrayList;import java.util.List;/*** packageName com.dayouz.lightapp** author dayouz* version JDK 8* className runStyleWriting* date 2024/8/13* description 直接写作demo*/
public class RunWritingTest {public static void main(String[] args) {StaticCredentialProvider provider StaticCredentialProvider.create(Credential.builder().accessKeyId(Constant.accessKeyId).accessKeySecret(Constant.accessKeySecret).build());AsyncClient client AsyncClient.builder().region(cn-beijing).credentialsProvider(provider).serviceConfiguration(Configuration.create().setSignatureVersion(SignatureVersion.V3)).overrideConfiguration(ClientOverrideConfiguration.create().setProtocol(HTTPS).setEndpointOverride(aimiaobi.cn-beijing.aliyuncs.com)).build();//写作时的文体、篇幅、输出语言等控制参数ListRunWritingRequest.Tags tags new ArrayList();//构建语言为中文tags.add(RunWritingRequest.Tags.builder().tag(language).keyword(zh-CN).build());//构建文章篇幅字数300字左右tags.add(RunWritingRequest.Tags.builder().tag(gcNumberSizeTag).keyword(300字).build());//构建生成文章数量为1篇tags.add(RunWritingRequest.Tags.builder().tag(gcNumber).keyword(1).build());//构建写作文体为新闻评论tags.add(RunWritingRequest.Tags.builder().tag(writingStyle).keyword(新闻评论).build());RunWritingRequest request RunWritingRequest.builder().workspaceId(Constant.workspaceId).prompt(写一篇关于国足对战日本0:7 失败的报道).writingConfig(RunWritingRequest.WritingConfig.builder()//设置传媒领域的写作.domain(media)//设置为自动补充素材通过互联网检索.useSearch(true)//设置写作时的文体、篇幅、输出语言等控制参数.tags(tags).build()).build();ResponseIterableRunWritingResponseBody x client.runWritingWithResponseIterable(request);ResponseIteratorRunWritingResponseBody iterator x.iterator();while (iterator.hasNext()) {System.out.println(----event----);RunWritingResponseBody event iterator.next();System.out.println(new Gson().toJson(event));}System.out.println(ALL***********************);System.out.println(请求成功的请求头值);System.out.println(x.getStatusCode());System.out.println(x.getHeaders());}
} 2、分步骤创作文章 package org.example.miaobi;import com.alibaba.fastjson2.JSONObject;
import com.aliyun.auth.credentials.Credential;
import com.aliyun.auth.credentials.provider.StaticCredentialProvider;
import com.aliyun.sdk.gateway.pop.Configuration;
import com.aliyun.sdk.gateway.pop.auth.SignatureVersion;
import com.aliyun.sdk.service.aimiaobi20230801.AsyncClient;
import com.aliyun.sdk.service.aimiaobi20230801.models.RunStepByStepWritingRequest;
import com.aliyun.sdk.service.aimiaobi20230801.models.RunStepByStepWritingResponseBody;
import darabonba.core.ResponseIterable;
import darabonba.core.client.ClientOverrideConfiguration;
import lombok.extern.slf4j.Slf4j;
import org.junit.jupiter.api.Test;import java.util.Arrays;
import java.util.List;
import java.util.stream.Collectors;Slf4j
public class RunStepByStepWritingTest {public static AsyncClient asyncClient() {//accessKeyIdString accessKeyId System.getenv(accessKeyId);//accessKeySecretString accessKeySecret System.getenv(accessKeySecret);//域名:aimiaobi.cn-hangzhou.aliyuncs.comString domain System.getenv(domain);return AsyncClient.builder().credentialsProvider(StaticCredentialProvider.create(Credential.builder().accessKeyId(accessKeyId).accessKeySecret(accessKeySecret).build())).serviceConfiguration(Configuration.create().setSignatureVersion(SignatureVersion.V3)).overrideConfiguration(ClientOverrideConfiguration.create().setProtocol(HTTPS).setEndpointOverride(domain)).build();}Testpublic void runStepByStepWriting() {AsyncClient asyncClient asyncClient();String workspaceId System.getenv(WorkspaceId);String prompt 中美关系如何破局;//大纲生成OutlineGenerateResult result runOutlineGenerateResult(asyncClient, workspaceId, prompt);//判断是否成功失败if (result.latestResponse null || result.latestResponse.getHeader().getErrorCode() ! null || result.latestResponse.getHeader().getErrorMessage() ! null) {log.error(runStepByStepWriting|runOutlineGenerateResult error:{}, JSONObject.toJSONString(result.latestResponse));return;}log.info(latestResponse:{}, JSONObject.toJSONString(result.latestResponse));log.info(searchQuery:{}, result.searchQuery);log.info(articles:{}, result.articles ! null ? result.articles.stream().map(x - {return String.format(%s:%s, x.getTitle(), x.getUrl());}).collect(Collectors.joining(,)) : null);log.info(miniDoc:{}, JSONObject.toJSONString(result.miniDoc));log.info(outlines:{}, JSONObject.toJSONString(result.outlines));ListString miniDoc result.miniDoc;ListString outlines result.outlines;//生成摘编SummarizationResult summarizationResult runSummarizationGenerate(outlines, asyncClient, workspaceId, miniDoc, prompt);//判断是否成功失败if (summarizationResult.latestResponse null || summarizationResult.latestResponse.getHeader().getErrorCode() ! null || summarizationResult.latestResponse.getHeader().getErrorMessage() ! null) {log.error(runStepByStepWriting|runSummarizationGenerate|error:{}, JSONObject.toJSONString(summarizationResult.latestResponse));return;}ListRunStepByStepWritingRequest.Outlines outlineList outlines.stream().map(x - {return RunStepByStepWritingRequest.Outlines.builder().outline(x).build();}).collect(Collectors.toList());//生成文章RunWritingResult runWritingResult runWriting(asyncClient, workspaceId, prompt, miniDoc, outlineList, summarizationResult.cachedSummarization);//判断是否成功失败if (runWritingResult.latestResponse null || runWritingResult.latestResponse.getHeader().getErrorCode() ! null || runWritingResult.latestResponse.getHeader().getErrorMessage() ! null) {log.error(runStepByStepWriting|runSummarizationGenerate|error:{}, JSONObject.toJSONString(runWritingResult.latestResponse));return;}RunStepByStepWritingResponseBody.Output output runWritingResult.latestResponse.getPayload().getOutput();//最终输出的正文String text output.getText();log.info(最终输出的正文:{}, text);}public static class RunWritingResult {public final RunStepByStepWritingResponseBody latestResponse;public RunWritingResult(RunStepByStepWritingResponseBody latestResponse) {this.latestResponse latestResponse;}}private static RunWritingResult runWriting(AsyncClient asyncClient, String workspaceId, String prompt, ListString miniDoc, ListRunStepByStepWritingRequest.Outlines outlineList, ListString cachedSummarization) {ResponseIterableRunStepByStepWritingResponseBody iterable asyncClient.runStepByStepWritingWithResponseIterable(RunStepByStepWritingRequest.builder().workspaceId(workspaceId).prompt(prompt).referenceData(RunStepByStepWritingRequest.ReferenceData.builder().miniDoc(miniDoc).outlines(outlineList).summarization(cachedSummarization).build()).writingConfig(RunStepByStepWritingRequest.WritingConfig.builder().step(Writing).build()).build());RunStepByStepWritingResponseBody latestResponse null;//写作输出for (RunStepByStepWritingResponseBody item : iterable) {log.info(item:{}, JSONObject.toJSONString(item));latestResponse item;}return new RunWritingResult(latestResponse);}public static class SummarizationResult {public final ListString cachedSummarization;public final RunStepByStepWritingResponseBody latestResponse;public SummarizationResult(ListString cachedSummarization, RunStepByStepWritingResponseBody latestResponse) {this.cachedSummarization cachedSummarization;this.latestResponse latestResponse;}}private static SummarizationResult runSummarizationGenerate(ListString outlines,AsyncClient asyncClient,String workspaceId,ListString miniDoc,String prompt) {ListRunStepByStepWritingRequest.Outlines outlineList outlines.stream().map(x - {return RunStepByStepWritingRequest.Outlines.builder().outline(x).build();}).collect(Collectors.toList());ResponseIterableRunStepByStepWritingResponseBody iterable asyncClient.runStepByStepWritingWithResponseIterable(RunStepByStepWritingRequest.builder().workspaceId(workspaceId).prompt(prompt).referenceData(RunStepByStepWritingRequest.ReferenceData.builder().miniDoc(miniDoc).outlines(outlineList).build()).writingConfig(RunStepByStepWritingRequest.WritingConfig.builder().step(MiniDocSummary).build()).build());ListString cachedSummarization null;RunStepByStepWritingResponseBody latestResponse null;for (RunStepByStepWritingResponseBody responseBody : iterable) {latestResponse responseBody;RunStepByStepWritingResponseBody.Output output responseBody.getPayload().getOutput();if (output ! null output.getExtraOutput() ! null output.getExtraOutput().getSummarization() ! null) {cachedSummarization output.getExtraOutput().getSummarization();}}return new SummarizationResult(cachedSummarization, latestResponse);}private static OutlineGenerateResult runOutlineGenerateResult(AsyncClient asyncClient, String workspaceId, String prompt) {//生成大纲ResponseIterableRunStepByStepWritingResponseBody iterable asyncClient.runStepByStepWritingWithResponseIterable(RunStepByStepWritingRequest.builder().workspaceId(workspaceId).prompt(prompt).writingConfig(RunStepByStepWritingRequest.WritingConfig.builder().step(OutlineGenerate).build()).build());//检索的QueryString searchQuery null;//检索的文章ListRunStepByStepWritingResponseBody.Articles articles null;//排序好的文章切片ListString miniDoc null;//生成的大纲ListString outlines null;RunStepByStepWritingResponseBody latestResponse null;for (RunStepByStepWritingResponseBody response : iterable) {latestResponse response;if (articles null) {articles response.getPayload().getOutput().getArticles();}if (miniDoc null) {miniDoc response.getPayload().getOutput().getMiniDoc();}//检索后的queryif (searchQuery null) {searchQuery response.getPayload().getOutput().getSearchQuery();}//大纲生成结束if (task-outline-end.equals(response.getHeader().getEvent())) {outlines Arrays.asList(response.getPayload().getOutput().getText().split(\n));}}return new OutlineGenerateResult(searchQuery, articles, miniDoc, outlines, latestResponse);}private static class OutlineGenerateResult {public final String searchQuery;public final ListRunStepByStepWritingResponseBody.Articles articles;public final ListString miniDoc;public final ListString outlines;public final RunStepByStepWritingResponseBody latestResponse;public OutlineGenerateResult(String searchQuery, ListRunStepByStepWritingResponseBody.Articles articles, ListString miniDoc, ListString outlines, RunStepByStepWritingResponseBody latestResponse) {this.searchQuery searchQuery;this.articles articles;this.miniDoc miniDoc;this.outlines outlines;this.latestResponse latestResponse;}}
}3、AI工具箱
AI工具箱包括内容续写、摘要生成、标题生成、内容缩写、内容扩写、关键词抽取等功能最新实时能力可参考妙笔写作页面的AI工具箱。本节通过实现摘要生成场景来帮助您熟悉API的使用。
生成调用demo如下 package com.aliyun.sdk.service.aimiaobi20230801;import com.aliyun.auth.credentials.Credential;
import com.aliyun.auth.credentials.provider.StaticCredentialProvider;
import com.aliyun.sdk.gateway.pop.Configuration;
import com.aliyun.sdk.gateway.pop.auth.SignatureVersion;
import com.aliyun.sdk.service.aimiaobi20230801.models.RunSummaryGenerateRequest;
import com.aliyun.sdk.service.aimiaobi20230801.models.RunSummaryGenerateResponseBody;
import com.aliyun.sdk.service.aimiaobi20230801.models.RunWritingRequest;
import com.aliyun.sdk.service.aimiaobi20230801.models.RunWritingResponseBody;
import com.google.gson.Gson;
import darabonba.core.ResponseIterable;
import darabonba.core.ResponseIterator;
import darabonba.core.client.ClientOverrideConfiguration;import java.util.ArrayList;
import java.util.List;/*** packageName com.dayouz.lightapp** author dayouz* version JDK 8* className runStyleWriting* date 2024/8/13* description 摘要生成Demo*/
public class RunSummaryGenerateTest {public static void main(String[] args) {StaticCredentialProvider provider StaticCredentialProvider.create(Credential.builder().accessKeyId(Constant.accessKeyId).accessKeySecret(Constant.accessKeySecret).build());AsyncClient client AsyncClient.builder().region(cn-beijing).credentialsProvider(provider).serviceConfiguration(Configuration.create().setSignatureVersion(SignatureVersion.V3)).overrideConfiguration(ClientOverrideConfiguration.create().setProtocol(HTTPS).setEndpointOverride(aimiaobi.cn-beijing.aliyuncs.com)).build();//写作时的文体、篇幅、输出语言等控制参数ListRunWritingRequest.Tags tags new ArrayList();//构建语言tags.add(RunWritingRequest.Tags.builder().tag(language).keyword(zh-CN).build());//构建文章篇幅tags.add(RunWritingRequest.Tags.builder().tag(gcNumberSizeTag).keyword(300字).build());//构建生成文章数量tags.add(RunWritingRequest.Tags.builder().tag(gcNumber).keyword(2).build());//构建写作文体tags.add(RunWritingRequest.Tags.builder().tag(writingStyle).keyword(新闻评论).build());RunSummaryGenerateRequest request RunSummaryGenerateRequest.builder().workspaceId(Constant.workspaceId).prompt(请为上述内容生成一段摘要字数在100~200字以内。).content(云服务器ECSElastic Compute Service是阿里云提供的性能卓越、稳定可靠、弹性扩展的IaaSInfrastructure as a Service级别云计算服务。云服务器ECS免去了您采购IT硬件的前期准备让您像使用水、电、天然气等公共资源一样便捷、高效地使用服务器实现计算资源的即开即用和弹性伸缩。阿里云ECS持续提供创新型服务器解决多种业务需求助力您的业务发展。).build();ResponseIterableRunSummaryGenerateResponseBody x client.runSummaryGenerateWithResponseIterable(request);ResponseIteratorRunSummaryGenerateResponseBody iterator x.iterator();while (iterator.hasNext()) {System.out.println(----event----);RunSummaryGenerateResponseBody event iterator.next();System.out.println(new Gson().toJson(event));}System.out.println(ALL***********************);System.out.println(请求成功的请求头值);System.out.println(x.getStatusCode());System.out.println(x.getHeaders());}
}
