文本语言识别API旨在自动识别和确定给定文本或字符字符串中使用的语言。通过使用复杂的算法和语言分析,该API能够无缝集成到各种应用和系统中,提供准确可靠的语言检测能力。
本质上,文本语言识别API通过分析输入文本中固有的结构和语法模式来工作。使用统计模型和机器学习技术,该API区分与不同语言相关的独特特征,从而能够对文本中使用的语言做出明智的预测。
文本语言识别API的一个显著优势是其能够准确识别来自世界各地的多种语言。无论文本是用常用语言(如英语或西班牙语)书写,还是用不太常用的语言(如加泰罗尼亚语或波斯尼亚语)书写,该API都能高准确度地识别和分类语言。
此外,文本语言识别API能够处理不同长度的文本输入,从简短的句子到长段落。这种灵活性使用户能够将语言检测功能集成到各种应用中,从基本的文本分析工具到复杂的自然语言处理系统。
该API设计为可扩展,可以有效地处理大量文本输入,并具有最小延迟。这种可扩展性使其在需要快速语言检测的环境中理想部署,例如实时聊天应用程序、社交媒体监控平台或大规模内容审核系统。
总之,文本语言识别API提供自动化的文本语言识别,提供广泛的语言支持和高准确性。它适用于各种行业中的广泛应用,因为它允许将语言检测功能无缝集成到应用和系统中。
它将接收参数并为您提供一个JSON。
基础计划:每秒10个请求。
专业计划:每秒10个请求。
专业增强计划:每秒10个请求。
高级计划:每秒10个请求。
精英计划:每秒20个请求。
高级计划:每秒20个请求。
[{"name":"Afrikaans","code":"af","accuracy":0.7879901960784313,"datapoints":1632},{"name":"Amharic","code":"am","accuracy":1,"datapoints":3},{"name":"Aragonese","code":"an","accuracy":0.5,"datapoints":4},{"name":"Arabic","code":"ar","accuracy":0.9978312977970552,"datapoints":8761},{"name":"Assamese","code":"as","accuracy":0.8635416666666667,"datapoints":960},{"name":"Bashkir","code":"ba","accuracy":0.95,"datapoints":120},{"name":"Belarusian","code":"be","accuracy":0.9625779625779626,"datapoints":6253},{"name":"Bulgarian","code":"bg","accuracy":0.9869885139985642,"datapoints":11144},{"name":"Bengali","code":"bn","accuracy":1,"datapoints":1164},{"name":"Tibetan Standard","code":"bo","accuracy":1,"datapoints":20},{"name":"Breton","code":"br","accuracy":0.9543043655650755,"datapoints":2451},{"name":"Bosnian","code":"bs","accuracy":0.03597122302158273,"datapoints":139},{"name":"Catalan","code":"ca","accuracy":0.8833862433862434,"datapoints":4725},{"name":"Chechen","code":"ce","accuracy":0.7142857142857143,"datapoints":7},{"name":"Corsican","code":"co","accuracy":0.2,"datapoints":5},{"name":"Czech","code":"cs","accuracy":0.9898738838258307,"datapoints":10863},{"name":"Chuvash","code":"cv","accuracy":0.9543478260869566,"datapoints":460},{"name":"Welsh","code":"cy","accuracy":0.8917609046849758,"datapoints":619},{"name":"Danish","code":"da","accuracy":0.948035819334597,"datapoints":15299},{"name":"German","code":"de","accuracy":0.9998637230853094,"datapoints":22014},{"name":"Divehi","code":"dv","accuracy":1,"datapoints":15},{"name":"Greek","code":"el","accuracy":1,"datapoints":12039},{"name":"English","code":"en","accuracy":1,"datapoints":22428},{"name":"Esperanto","code":"eo","accuracy":0.999551594641556,"datapoints":17841},{"name":"Spanish","code":"es","accuracy":0.998134635430954,"datapoints":18227},{"name":"Estonian","code":"et","accuracy":0.9356153219233904,"datapoints":1227},{"name":"Basque","code":"eu","accuracy":0.9676558852950984,"datapoints":2999},{"name":"Finnish","code":"fi","accuracy":0.9990807767436516,"datapoints":17406},{"name":"French","code":"fr","accuracy":0.999523314265904,"datapoints":23076},{"name":"Western Frisian","code":"fy","accuracy":0.6635514018691588,"datapoints":107},{"name":"Irish","code":"ga","accuracy":0.9065743944636678,"datapoints":867},{"name":"Gaelic","code":"gd","accuracy":0.8966789667896679,"datapoints":542},{"name":"Galician","code":"gl","accuracy":0.5790679908326967,"datapoints":2618},{"name":"Gujarati","code":"gu","accuracy":1,"datapoints":57},{"name":"Manx","code":"gv","accuracy":0,"datapoints":6},{"name":"Hebrew","code":"he","accuracy":1,"datapoints":8616},{"name":"Hindi","code":"hi","accuracy":0.999627004848937,"datapoints":5362},{"name":"Croatian","code":"hr","accuracy":0.5333033303330333,"datapoints":2222},{"name":"Haitian","code":"ht","accuracy":0.06666666666666667,"datapoints":15},{"name":"Hungarian","code":"hu","accuracy":0.9996655891204994,"datapoints":17942},{"name":"Armenian","code":"hy","accuracy":0.9980694980694981,"datapoints":518},{"name":"Interlingua","code":"ia","accuracy":0.7500798636992866,"datapoints":18782},{"name":"Indonesian","code":"id","accuracy":0.949637217242851,"datapoints":9372},{"name":"Interlingue","code":"ie","accuracy":0.4718485301444943,"datapoints":2007},{"name":"Ido","code":"io","accuracy":0.48055077452667816,"datapoints":2905},{"name":"Icelandic","code":"is","accuracy":0.9803582652419862,"datapoints":6364},{"name":"Italian","code":"it","accuracy":0.9989632216522972,"datapoints":18326},{"name":"Japanese","code":"ja","accuracy":1,"datapoints":2169},{"name":"Javanese","code":"jv","accuracy":0.6461538461538462,"datapoints":260},{"name":"Georgian","code":"ka","accuracy":1,"datapoints":1973},{"name":"Kazakh","code":"kk","accuracy":0.9802867383512545,"datapoints":2232},{"name":"Khmer","code":"km","accuracy":0.9920844327176781,"datapoints":379},{"name":"Kannada","code":"kn","accuracy":1,"datapoints":118},{"name":"Korean","code":"ko","accuracy":1,"datapoints":482},{"name":"Cornish","code":"kw","accuracy":0.8779342723004695,"datapoints":426},{"name":"Kyrgyz","code":"ky","accuracy":0.8787878787878788,"datapoints":66},{"name":"Latin","code":"la","accuracy":0.9206085511934948,"datapoints":11437},{"name":"Luxembourgish","code":"lb","accuracy":0.5944700460829493,"datapoints":217},{"name":"Limburgish","code":"li","accuracy":0.3333333333333333,"datapoints":3},{"name":"Lao","code":"lo","accuracy":1,"datapoints":70},{"name":"Lithuanian","code":"lt","accuracy":0.9933501987712324,"datapoints":13835},{"name":"Latvian","code":"lv","accuracy":0.9597747385358005,"datapoints":1243},{"name":"Macedonian","code":"mk","accuracy":0.9959903214656066,"datapoints":14465},{"name":"Malayalam","code":"ml","accuracy":1,"datapoints":517},{"name":"Marathi","code":"mr","accuracy":0.9995220342223496,"datapoints":10461},{"name":"Maltese","code":"mt","accuracy":0.8076923076923077,"datapoints":52},{"name":"Burmese","code":"my","accuracy":1,"datapoints":216},{"name":"Dutch","code":"nl","accuracy":0.9934780393355752,"datapoints":19626},{"name":"Norwegian Nynorsk","code":"nn","accuracy":0.7990867579908676,"datapoints":657},{"name":"Occitan","code":"oc","accuracy":0.7679133170220203,"datapoints":2861},{"name":"Ossetian","code":"os","accuracy":0.9830508474576272,"datapoints":59},{"name":"Panjabi","code":"pa","accuracy":1,"datapoints":88},{"name":"Polish","code":"pl","accuracy":0.999718595227375,"datapoints":17768},{"name":"Portuguese","code":"pt","accuracy":0.9933082184990581,"datapoints":20174},{"name":"Romansh","code":"rm","accuracy":0.0625,"datapoints":16},{"name":"Romanian","code":"ro","accuracy":0.9886430678466077,"datapoints":13560},{"name":"Russian","code":"ru","accuracy":0.9997114663281205,"datapoints":17329},{"name":"Sanskrit","code":"sa","accuracy":0.7272727272727273,"datapoints":11},{"name":"Sinhala","code":"si","accuracy":1,"datapoints":9},{"name":"Slovak","code":"sk","accuracy":0.8263157894736842,"datapoints":4370},{"name":"Slovene","code":"sl","accuracy":0.6774193548387096,"datapoints":372},{"name":"Somali","code":"so","accuracy":0.21875,"datapoints":32},{"name":"Serbian","code":"sr","accuracy":0.8489699125537276,"datapoints":13494},{"name":"Sundanese","code":"su","accuracy":0.18181818181818182,"datapoints":11},{"name":"Swedish","code":"sv","accuracy":0.9886773875943551,"datapoints":12188},{"name":"Tamil","code":"ta","accuracy":1,"datapoints":205},{"name":"Telugu","code":"te","accuracy":1,"datapoints":102},{"name":"Tajik","code":"tg","accuracy":0.9666666666666667,"datapoints":30},{"name":"Thai","code":"th","accuracy":1,"datapoints":572},{"name":"Turkmen","code":"tk","accuracy":0.5710519377801213,"datapoints":3793},{"name":"Tagalog","code":"tl","accuracy":0.9737223456670853,"datapoints":10351},{"name":"Turkish","code":"tr","accuracy":0.9995983734123199,"datapoints":19919},{"name":"Tatar","code":"tt","accuracy":0.9680851063829787,"datapoints":8178},{"name":"Uyghur","code":"ug","accuracy":0.9991874322860238,"datapoints":3692},{"name":"Ukrainian","code":"uk","accuracy":0.9963598179908996,"datapoints":14285},{"name":"Urdu","code":"ur","accuracy":0.9906542056074766,"datapoints":963},{"name":"Vietnamese","code":"vi","accuracy":0.9996153846153846,"datapoints":13000},{"name":"Volapük","code":"vo","accuracy":0.8511166253101737,"datapoints":806},{"name":"Walloon","code":"wa","accuracy":0.3125,"datapoints":16},{"name":"Yoruba","code":"yo","accuracy":0.6,"datapoints":5},{"name":"Chinese","code":"zh","accuracy":1,"datapoints":568},{"name":"Yiddish","code":"yi"},{"name":"Uzbek","code":"uz"},{"name":"Swahili","code":"sw"},{"name":"Albanian","code":"sq"},{"name":"Sindhi","code":"sd"},{"name":"Sardinian","code":"sc"},{"name":"Quechua","code":"qu"},{"name":"Pashto","code":"ps"},{"name":"Oriya","code":"or"},{"name":"Norwegian","code":"no"},{"name":"Nepali","code":"ne"},{"name":"Malay","code":"ms"},{"name":"Mongolian","code":"mn"},{"name":"Malagasy","code":"mg"},{"name":"Komi","code":"kv"},{"name":"Kurdish","code":"ku"},{"name":"Guaraní","code":"gn"},{"name":"Persian","code":"fa"},{"name":"Bihari","code":"bh"},{"name":"Azerbaijani","code":"az"},{"name":"Avaric","code":"av"},{"code":"als"},{"code":"arz"},{"code":"ast"},{"code":"azb"},{"code":"bar"},{"code":"bcl"},{"code":"bpy"},{"code":"bxr"},{"code":"cbk"},{"code":"ceb"},{"code":"ckb"},{"code":"diq"},{"code":"dsb"},{"code":"dty"},{"code":"eml"},{"code":"frr"},{"code":"gom"},{"code":"hif"},{"code":"hsb"},{"code":"ilo"},{"code":"jbo"},{"code":"krc"},{"code":"lez"},{"code":"lmo"},{"code":"lrc"},{"code":"mai"},{"code":"mhr"},{"code":"min"},{"code":"mrj"},{"code":"mwl"},{"code":"myv"},{"code":"mzn"},{"code":"nah"},{"code":"nap"},{"code":"nds"},{"code":"new"},{"code":"pam"},{"code":"pfl"},{"code":"pms"},{"code":"pnb"},{"code":"rue"},{"code":"sah"},{"code":"scn"},{"code":"sco"},{"code":"sh"},{"code":"tyv"},{"code":"vec"},{"code":"vep"},{"code":"vls"},{"code":"war"},{"code":"wuu"},{"code":"xal"},{"code":"xmf"},{"code":"yue"}]
curl --location --request GET 'https://zylalabs.com/api/4483/text+language+recognition+api/5502/languages+available' --header 'Authorization: Bearer YOUR_API_KEY'
语言检测 - 端点功能
| 对象 | 描述 |
|---|---|
请求体 |
[必需] Json |
{"lang":"en","prob":0.9854544401168823,"confidence":0.983413940295577,"isReliable":true,"highAccuracyLanguage":true,"predictions":[{"lang":"en","prob":0.9854544401168823},{"lang":"de","prob":0.002040499821305275},{"lang":"th","prob":0.0009048391366377473},{"lang":"bn","prob":0.00088596431305632},{"lang":"nl","prob":0.0008361274376511574}]}
curl --location --request POST 'https://zylalabs.com/api/4483/text+language+recognition+api/5503/language+detection' --header 'Authorization: Bearer YOUR_API_KEY'
--data-raw '{
"text": "This is my house",
"includePredictions": false
}'
| 标头 | 描述 |
|---|---|
授权
|
[必需] 应为 Bearer access_key. 订阅后,请查看上方的"您的 API 访问密钥"。 |
无长期承诺。随时升级、降级或取消。 免费试用包括最多 50 个请求。
要使用此API,用户必须指明一段文本以识别语言
文本语言识别API旨在自动识别和分类给定文本或字符串的语言
有不同的计划以满足各种口味,包括针对少量请求的免费试用,但您的速率是有限制的,以避免滥用服务
Zyla为几乎所有编程语言提供了广泛的集成方法。您可以根据需要使用这些代码与您的项目进行集成
文本语言识别API至关重要,因为它为用户提供自动语言检测,简化了识别给定文本所用语言的过程
“获取可用语言”接口返回一个包含语言名称、代码、准确率和数据点的JSON数组 “语言检测”接口返回一个JSON对象,其中包含检测到的语言、概率、可信度、可靠性以及带有各自概率的预测列表
“获取可用语言”响应中的关键字段包括“名称”“代码”“准确性”和“数据点”在“语言检测”响应中重要字段是“语言”“概率”“置信度”“是否可靠”和“预测”
响应数据采用JSON格式结构 "获取可用语言"端点返回一个语言对象数组 "语言检测"端点返回一个包含语言检测结果和预测数组的单个对象
"POST语言检测"端点需要一个"文本"参数用于输入文本和一个可选的"真/假"参数来指示是否需要预测。"GET可用语言"端点不需要任何参数
用户可以通过分析“POST语言检测”响应中的“lang”和“prob”字段来利用返回的数据,以确定最可能的语言及其置信等级。“GET可用语言”响应可用于了解支持哪些语言及其检测准确性
典型的用例包括社交媒体监控以进行情感分析 客户服务以路由消息 多语言网站内容交付 文本翻译服务以及内容审核以根据语言过滤用户评论
通过复杂的算法和机器学习技术维护数据的准确性,这些技术分析文本中的结构和语法模式 API在“获取可用语言”的响应中也提供了每种语言的准确率
用户可以期待标准的数据模式,例如在“POST语言检测”响应中检测到的语言的高概率,通常在0.8以上以保证可靠的预测。“GET可用语言”响应将显示多种语音,具有不同的准确性水平
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响应时间:
1,281ms
服务级别:
100%
响应时间:
560ms
服务级别:
100%
响应时间:
364ms
服务级别:
100%
响应时间:
742ms