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为什么公司部署的 DeepSeek 的内容生成效果不如 DeepSeek 官方的？
一是看是否是满血版，二是看是否支持了联网搜索，三是看联网搜索是否仅能获取网页标题、摘要、关键词而非全文。
ingFang SC", system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;background-color: rgb(255, 255, 255);min-height: 24px;line-height: 2em;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;">Step.0 配置 DeepSeek 的 API Key可能你在安装Higress 时没有填写 DeepSeek 的 API Key，那么可以在这里进行配置。 ingFang SC", system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;background-color: rgb(255, 255, 255);min-height: 24px;line-height: 2em;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;">Step.1 配置搜索引擎 API 域名首先在 Higress 控制台，通过创建服务来源方式配置各个搜索引擎的域名： google 搜索 API 的域名是：customsearch.googleapis.com
bing 搜索 API 的域名是：api.bing.microsoft.com
夸克搜索 API 的域名是：cloud-iqs.aliyuncs.com
Arxiv API 的域名是：export.arxiv.org
配置好后，还要申请对应的 API Key，这里以夸克搜索的 API key 申请为例， Google 和 Bing 不做赘述（网上资料也比较多），Arxiv 是免费的不需要 API Key。
首先需要有个阿里云账号，然后在阿里云控制台搜索 IQS，进入 IQS 的控制台生成 API Key 即可： 具体可以查看 IQS 的文档：https://help.aliyun.com/document_detail/2870227.html
ingFang SC", system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;background-color: rgb(255, 255, 255);min-height: 24px;line-height: 2em;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;">Step.2 配置 AI Search插件2.1.0 版本之前的 Higress 需要通过自定义插件的方式，导入 AI Search 插件： 注意插件OCI 镜像地址填写：higress-registry.cn-hangzhou.cr.aliyuncs.com/plugins/ai-search:latest
可以确保使用最新版本的 AI Search 插件，如果希望使用稳定版本，将 tag 改为1.0.0即可。
执行阶段选择默认，执行优先级填写大于100的任意值即可（这样让 AI Search 插件在转发到 LLM 供应商之前的时刻执行， 对 prompt 进行修改）。
添加完插件后，进行相应配置：  needReference:true#为true时会在结果中附带网页引用信息promptTemplate:|#可以不用配置模版，使用内置的也可以#Thefollowingcontentisbasedonsearchresultsfromtheuser-submittedquery:{search_results}InthesearchresultsIprovide,eachresultisformattedas[webpageXbegin]...[webpageXend],whereXrepresentstheindexnumberofeacharticle.Pleasecitethecontextattheendofthesentenceswhereappropriate.Useaformatofcitationnumbe]intheanswerforcorrespondingparts.Ifasentenceisderivedfrommultiplecontexts,listallrelevantcitationnumbers,suchas[3][5],andensurenottoclusterthecitationsattheend;instead,listtheminthecorrespondingpartsoftheanswer.Whenresponding,pleasepayattentiontothefollowing:-Today’sdateinBeijingtimeis:{cur_date}.-Notallcontentfromthesearchresultsiscloselyrelatedtotheuser'squestion.Youneedtodiscernandfilterthesearchresultsbasedonthequestion.-Forlisting-typequestions(e.g.,listingallflightinformation),trytokeeptheanswertowithin10pointsandinformtheuserthattheycancheckthesearchsourceforcompleteinformation.Prioritizeprovidingthemostcomprehensiveandrelevantms;donotvolunteerinformationmissingfromthesearchresultsunlessnecessary.-Forcreativequestions(e.g.,writingapaper),besuretociterelevantreferencesinthebodyparagraphs,suchas[3][5],ratherthanonlyattheendofthearticle.Youneedtointerpretandsummarizetheuser'stopicrequirements,choosetheapprateformat,fullyutilizesearchresults,extractcrucialinformation,andgenerateanswersthatmeetuserrequirements,withdeepthought,creativity,andprofessionalism.Thelengthofyourcreationshouldbeextendedasmuchaspossible,hypothesizetser'sintentforeachpoint,providingasmanyanglesaspossible,ensuringsubstantialinformation,anddetaileddiscussion.-Iftheresponseislengthy,trytostructurethesummaryintoparagraphs.Ifrespondingwithpoints,trytokeepitwithin5pointsandconsolidaterelatedcontent.-ForobjectiveQ&A,iftheanswerisveryshort,youcanappropriatelyaddoneortworelatedsentencestoenrichthecontent.-Youneedtochooseasuitableandaestheticallypleasingresponseformatbasedontheuser’srequirementsandanswercontenttoensurehighreadability.-Youranswersshouldsynthesizemultiplerelevantwebpagestorespondandshouldnotrepeatedlyquoteasinglewebpage.-Unlesstheuserrequestsotherwise,respondinthesamelanguagethequestionwasasked.#Theuser’smessageis:{question}searchFrom:#下面是配置一个搜索引擎选择列表，可以仅配置你需要的引擎，不用都配上-type:quarkapiKey:"your-quark-api-key"#?需要修改成你的keyserviceName:"quark.dns"servicePort:443-type:googleapiKey:"your-google-api-key"#?需要修改成你的keycx:"your-search-engine-id"#?需要修改成你的engineidserviceName:"google.dns"servicePort:443-type:bingapiKey:"bing-key"#?需要修改成你的keyserviceName:"bing.dns"servicePort:443-type:arxivserviceName:"arxiv.dns"servicePort:443searchRewrite:llmApiKey:"your-deepseek-api-key"#?需要修改成你的keyllmModelName:"deepseek-chat"llmServiceName:"llm-deepseek.internal.dns"llmServicePort:443llmUrl:"https://api.deepseek.com/chat/completions"
ingFang SC", system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;background-color: rgb(255, 255, 255);min-height: 24px;line-height: 2em;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;">Step.3 直接请求进行测试吧下面是使用 lobechat 对接 higress 的效果： |
