Text Language Classifier API

The Text Language Classifier API accurately identifies the language of text, supports multiple formats, is scalable, reliable, and suitable for various applications.

About the API:  

The Text Language Classifier API designed to automatically identify and determine the language of a given text or character string. Using advanced algorithms and linguistic analysis, this API offers seamless integration into various applications and systems, providing accurate and reliable language detection capabilities.

Basically, the Text Language Classifier API works by analyzing the structural and grammatical patterns present in the provided text. Using statistical models and machine learning techniques, the API can discern the unique characteristics associated with different languages, allowing it to make informed predictions about the language in which the text is written.

One of the key strengths of the Text Language Classifier API lies in its ability to accurately identify a wide range of languages from around the world. Whether the text is written in a commonly spoken language, such as English, Spanish or in a less used language, such as Catalan, Bosnian. The API can effectively recognize and categorize language with a high degree of accuracy.

Additionally, the Text Language Classifier API is capable of handling text input of different lengths, from short sentences to long paragraphs. This flexibility allows developers to integrate language detection functionality into a wide range of applications, from simple text analysis tools to complex natural language processing systems.

The API is also designed to be highly scalable and support large volumes of text input with minimal latency. This scalability makes it ideal for deployment in environments where rapid language detection is required, such as real-time chat applications, social media monitoring platforms, or large-scale content moderation systems.

In short, the Text Language Classifier API allows you to automatically identify the language of a given text. With its comprehensive language support and accuracy, the API is suitable for a wide range of applications across various industries, allowing users to easily integrate language detection functionality into their applications and systems.

 

What this API receives and what your API provides (input/output)?

It will receive parameters and provide you with a JSON.

 

What are the most common uses cases of this API?

  1. Social media monitoring: language identification of user-generated content for sentiment analysis and moderation.

    Customer Service: Automatically detects the language of incoming messages to route them to the appropriate agents.

    Multilingual Websites: Determine the language of website visitors to provide content in their preferred language.

    Text translation services: pre-processing of text to determine the source language before starting the translation.

    Content moderation: Identify the language of user comments to filter inappropriate content.

     

Are there any limitations to your plans?

Basic Plan: 10 requests per second.

Pro Plan: 10 requests per second.

Pro Plus Plan: 10 requests per second.

Premium Plan: 10 requests per second.

Elite Plan: 20 requests per second.

Premiun Plan: 20 requests per second.

API Documentation

Endpoints


To use this endpoint you just have to run it and you will get the languages available to detect.



                                                                            
GET https://zylalabs.com/api/3547/text+language+classifier+api/3893/languages+available
                                                                            
                                                                        

Test Endpoint

API EXAMPLE RESPONSE

       
                                                                                                        
                                                                                                                                                                                                                            [{"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"}]
                                                                                                                                                                                                                    
                                                                                                    

Languages available - CODE SNIPPETS


curl --location --request GET 'https://zylalabs.com/api/3547/text+language+classifier+api/3893/languages+available' --header 'Authorization: Bearer YOUR_API_KEY' 

    

To use this endpoint you must indicate a text and if you want to obtain a prediction about the detected language (true or false).



                                                                            
POST https://zylalabs.com/api/3547/text+language+classifier+api/3894/language+detection
                                                                            
                                                                        

Language detection - Endpoint Features

Object Description
Request Body [Required] Json
Test Endpoint

API EXAMPLE RESPONSE

       
                                                                                                        
                                                                                                                                                                                                                            {"lang":"en","prob":0.9854544401168823,"confidence":0.983413940295577,"isReliable":true,"highAccuracyLanguage":true}
                                                                                                                                                                                                                    
                                                                                                    

Language detection - CODE SNIPPETS


curl --location --request POST 'https://zylalabs.com/api/3547/text+language+classifier+api/3894/language+detection' --header 'Authorization: Bearer YOUR_API_KEY' 
--data-raw '{
    "text": "This is my house",
    "includePredictions": false
}'

    

API Access Key & Authentication

After signing up, every developer is assigned a personal API access key, a unique combination of letters and digits provided to access to our API endpoint. To authenticate with the Text Language Classifier API REST API, simply include your bearer token in the Authorization header.
Headers
Header Description
Authorization [Required] Should be Bearer access_key. See "Your API Access Key" above when you are subscribed.

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To use this API, users must indicate a text to identify the language.

The Text Language Classifier API designed to automatically identify and classify the language of a given text or character string.

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