NLP Building Blocks
NLP microservices for powerful and loosely-connected NLP systems and pipelines.
Our applications are building blocks for larger NLP systems and services. They provide functions integral to text processing such as text tokenization, language detection, document classification, and entity extraction. Each application is stateless, scalable, and features a REST API for easy integration into NLP pipelines and with other applications.
NLP Flow allows for creating NLP pipelines in Apache NiFi.
Idyl E3 Entity Extraction Engine
Idyl E3 Entity Extraction Engine is capable of extracting named entities from natural language text. Idyl E3 supports user-created entity models, has a REST API, and can be used in an air-gapped network.
Prose Sentence Detection Engine
Prose Sentence Extraction Engine breaks input text into its individual sentences based on rules or trained models. Many NLP applications operate on individual sentences and Prose provides an efficient means of extracting sentences from input text.
Renku Language Detection Engine
Renku Language Detection Engine detects the language of input natural language text. Capable of identifying over 100 languages, Renku is designed to be lightweight and efficient. Use Renku in your NLP pipelines to route text based on the text’s language.
Sonnet Tokenization Engine
Sonnet Tokenization Engine breaks input text into its individual tokens based on rules or trained models. Many NLP applications require tokenized text as input and Sonnet provides an easy to use means to tokenizing text.