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Informations about the package laravel-nlp

Laravel NLP

A simple wrapper for the PHP-NLP-Client library for accessing Python and Java NLP libraries and external NLP APIs.

Installation

Plese follow the instructions here to install the NLP Server and CoreNLP server:

If you want to use Opencalais, get a token by registering here and read their terms of service

Configuration

Add NLPSERVER_URL to your .env file to specify the location of where the NLP Server is running. If you want to use CoreNLP or Opencalais also fill inn those details in .env.

Alternatively, update the nlp.php configuration file.

Quick Start

NLP Server

This package requires a running instance of the NLP Server (https://github.com/web64/nlpserver) for most of the functionality to work. See the documentation for installation instructions of the NLP Server.

Included NLP Tools

Usage

Include the class to use the NLP facade.

Language Detection

Article Extraction

Entity Extraction with Polyglot

This function uses the Polyglot library which supports entity extraction for 40 languages. Make sure you have downloaded the language models for the languages you are using.

For English and other major European languages use Spacy or CoreNLP for best results.

Entity Extraction with Spacy

A running NLP Server provides access to Spacy's entity extraction.

Spacy has language models for English, German, Spanish, Portuguese, French, Italian and Dutch.

Entitiy extraction with CoreNLP

CoreNLP provides very good entoty extraction for English texts.

To use this function you need a running instance of the CoreNLP server. See installation inststructions

Specify the URL of the CoreNLP server in CORENLP_HOST in .env or config/nlp/php.

Sentiment Analysis

This will return a value ranging from -1 to +1, where > 0 is considered to have a positive sentiment and everython < 0 has a negative sentiment.

Provide the language code as the second parameter to specify the language of the text. (default='en').

Summarization

This will take a long text and return a summary of what is considered to be the most important sentences. An optional max. number of words can be speficied.

Translation

Second parameter is the source language. Language will be automatically detected if left as NULL

Neighbouring Words

This uses word embeddings to find related words from the one given.

Concepts

This uses Microsoft Concept Graph For Short Text Understanding: https://concept.research.microsoft.com/

An array of related concepts will be returned.

More

For other Laravel NLP packages, check out:

Contribute

Get in touch if you have any feedback or ideas on how to improve this package or the documentation.

All versions of laravel-nlp with dependencies

PHP Build Version
Package Version
Requires aflorea4/php-nlp-client Version ^0.40
lsmonki/php-open-calais Version ^2.1
stichoza/google-translate-php Version ~4.1
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