Prime 10 APIs for Pure Language Processing
Pure Language Processing, or NLP, is a department of synthetic intelligence that focuses on how computer systems be taught, analyze and perceive human languages. NLP software program may give purposes the power to know nuances of human language, comparable to semantics, linguistics, and definitions of phrases and phrases.
Builders wishing to create purposes that higher perceive people want the correct Software Programming Interfaces, or APIs, to reinforce their purposes.
What’s a Pure Language Processing API?
An NLP API permits builders to programmatically join purposes to language processing features comparable to extracting entities, classifying and analyzing textual content, understanding sentiment and extra.
Many of the main expertise firms present NLP APIs together with IBM Watson, Amazon Alexa, and Google Dialogflow. However there are many others obtainable, and the most effective place to seek out them is within the Pure Language Processing class of the ProgrammableWeb listing.
This text particulars the ten hottest NLP APIs, as revealed by customer visitors on the ProgrammableWeb web site.
1. AYLIEN Information
AYLIEN Information APIObserve this API is a strong device for sourcing, looking out and syndicating analyzed and enriched information content material. Utilizing this API, customers can search and supply information and content material from all around the net in real-time. Utilizing the ability of Machine Studying and NLP to know content material at scale whereas extracting the info that’s wanted is a key element of the AYLIEN Information API. The API will also be used to observe worldwide information shops in real-time to supply customers with a COVID-19 associated information knowledge feed.
AYLIEN leverages machine studying for its NLP APIs. Screenshot: AYLIEN
2. SummarizeBot API
SummarizeBot supplies synthetic intelligence and blockchain-powered options for textual content and multimedia evaluation. The SummarizeBot APIObserve this API permits purposes to scrape net articles, summarize textual content from paperwork or the net (or audio and video content material). Use the API for sentiment evaluation and extraction of textual content, movies, and pictures. Greater than 100 languages are included and supported file sorts embody .doc, .pdf, .epub, .csv, .pptx, .rtf and others.
three. Lexicala API
Lexicala by Okay Dictionaries is a multilingual lexical knowledge platform that mixes human-curated enter and computerized language technology. The Lexicala APIObserve this API is a REST interface that gives entry to monolingual, bilingual, multilingual, and learner’s dictionaries in JSON format. The API helps in depth syntactic and semantic particulars in 50 European and Asian languages.
four. Lingua Robotic API
Lingua Robotic is a pure language textual content processing and dictionary API. The Lingua Robotic APIObserve this API permits entry to knowledge for greater than 800,000 English lexical entries, comparable to phrases, phrasal verbs, multiword expressions, and extra. Builders can use the API to get knowledge returned about definitions, synonyms, antonyms, phonetic pronunciations, canonical varieties, morphemes, and extra.
5. IBM Watson Speech to Textual content API
The IBM Speech to Textual content APIObserve this API routinely transcribes English speech to textual content. Builders can use this API so as to add speech transcription capabilities to their purposes. Speech recognition accuracy is extremely depending on the standard of enter audio, and the service can solely transcribe phrases that it is aware of. Thus, the conversion of speech to textual content will not be good. IBM Speech to Textual content is a part of the Watson Developer Cloud and is at present nonetheless in beta.
6. Wit.AI API
Wit is a pure language interface for purposes that’s able to turning sentences into structured knowledge. The Wit APIObserve this API returns extracted which means from a given sentence primarily based on examples.
7. Google Assistant API
Google Assistant could be embedded into units to allow voice management, pure language understanding, hotword detection, and different intelligence providers. The Google Assistant APIObserve this API supplies a method to handle and converse with units. Google Assistant allows voice management over telephone purposes, audio system, sensible shows, cars, watches, laptops, TV, and different Google House units (together with Nest). Customers can do Google searches about climate, sports activities, visitors, information, flights, add reminders, handle duties, management sensible residence units, and far more with this API and SDKs.
eight. Salesforce Einstein Language API
The Salesforce Einstein Language APIObserve this API consists of two elements to investigate textual content from emails, chats, or net varieties. The primary half is Einstein Sentiment, which allows the classification of textual content sentiment into optimistic, destructive, and impartial courses to know the sensation behind the textual content. Customized fashions or use pre-built sentiment fashions could be created. The second half is Einstein Intent, which permits for categorizing unstructured textual content into user-defined labels to raised perceive what customers try to perform.
9. Audiogum API
Audiogum supplies entry to music streaming providers, web radio, podcasts, audio books, and video content material. The Audiogum APIObserve this API allows audio content material aggregation, clever personalization, and pure language understanding in enterprise purposes.
Allow audio to play with Audiogum API. Screenshot: Audiogum
10. Houndify API
Houndify by SoundHound supplies voice-enabled conversational performance and interface for purposes. Houndify REST APIObserve this API permits builders to entry and combine the performance of Houndify or create new apps. Builders should contact the supplier for entry as public documentation is just not obtainable.
Discover greater than 255 APIs, 165 SDKs, and 140 Supply Code Samples within the Pure Language Processing class.