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‎README.md

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# PHP NLP-Client
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This is a simple PHP library for performing Natural Language tasks using the Web64 NLP-Server https://github.com/web64/nlpserver
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This is a simple PHP library for performing Natural Language tasks using Web64's NLP-Server https://github.com/web64/nlpserver .
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NLP Tasks Available through Web64's NLP Server:
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* Language detection
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composer require web64/php-nlp-client
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```
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## NLP-Server
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Most NLP features in this package requires a running instance of the NLP-Server, which is a simple python flask app providing web service api access to common python NLP libraries.
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Installation documentation: https://github.com/web64/nlpserver
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## Entity Extraction - Named Entity Recognition
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This package provies access to three different methods for entity extraction.
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This package provides access to three different methods for entity extraction.
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| First Header | Language Support | Programming Lang. | API Access |
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| ------------- | ------------- | ------------- | ------------- |
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| Polyglot | 40 languages | Python | NLP Server |
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| CoreNLP | 6 languages | Java | CoreNLP Standalone server |
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| Spacy.io | 7 languages | Python | NLP Server |
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If you are dealing with text in English or one of the major European language you will get teh best results with CoreNLP or Spacy.io.
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If you are dealing with text in English or one of the major European language you will get the best results with CoreNLP or Spacy.io.
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The quality of extracted entities with Polyglot is not great, but for many languages it is the only available option at the moment.
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## Usage
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### Language detection:
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```php
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$nlp = new \Web64\Nlp\NlpClient('http://localhost:6400/');
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$detected_lang = $nlp->language( "The quick brown fox jumps over the lazy dog" );
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// 'en'
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```
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### Article Extraction
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### Article & Metadata Extraction
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```php
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// From URL
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[feature] => 0.021840873634945
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)
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*/
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```
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```
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## Python libraries
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| Library | URL | NLP Task used |
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| ------------- | ------------- | ------------- |
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| langid.py | https://github.com/saffsd/langid.py | Language detection |
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| Newspaper | https://github.com/codelucas/newspaper | Article & metadata extraction |
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| Spacy | https://spacy.io/ | Entity extraction |
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| Polyglot | https://github.com/aboSamoor/polyglot | Multilingual NLPprocessing toolkit |
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| Gensim | https://radimrehurek.com/gensim/ | Summarization |
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| Readability | https://github.com/buriy/python-readability | Article extraction |

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