cloudmersive_nlp_api_client

The powerful Natural Language Processing APIs (v2) let you perform part of speech tagging, entity identification, sentence parsing, and much more to help you understand the meaning of unstructured text.

This Python package provides a native API client for Cloudmersive NLP

• API version: v1
• Package version: 4.0.1
• Build package: io.swagger.codegen.languages.PythonClientCodegen

Requirements.

Python 2.7 and 3.4+

Installation & Usage

pip install

If the python package is hosted on Github, you can install directly from Github

pip install git+https://github.com/GIT_USER_ID/GIT_REPO_ID.git

(you may need to run pip with root permission: sudo pip install git+https://github.com/GIT_USER_ID/GIT_REPO_ID.git)

Then import the package:

import cloudmersive_nlp_api_client 

Setuptools

Install via Setuptools.

python setup.py install --user

(or sudo python setup.py install to install the package for all users)

Then import the package:

import cloudmersive_nlp_api_client

Getting Started

Please follow the installation procedure and then run the following:

from __future__ import print_function
import time
import cloudmersive_nlp_api_client
from cloudmersive_nlp_api_client.rest import ApiException
from pprint import pprint

# Configure API key authorization: Apikey
configuration = cloudmersive_nlp_api_client.Configuration()
configuration.api_key['Apikey'] = 'YOUR_API_KEY'
# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
# configuration.api_key_prefix['Apikey'] = 'Bearer'

# create an instance of the API class
api_instance = cloudmersive_nlp_api_client.AnalyticsApi(cloudmersive_nlp_api_client.ApiClient(configuration))
input = cloudmersive_nlp_api_client.HateSpeechAnalysisRequest() # HateSpeechAnalysisRequest | Input hate speech analysis request

try:
    # Perform Hate Speech Analysis and Detection on Text
    api_response = api_instance.analytics_hate_speech(input)
    pprint(api_response)
except ApiException as e:
    print("Exception when calling AnalyticsApi->analytics_hate_speech: %s\n" % e)

Documentation for API Endpoints

All URIs are relative to https://api.cloudmersive.com

Class	Method	HTTP request	Description
AnalyticsApi	analytics_hate_speech	POST /nlp-v2/analytics/hate-speech	Perform Hate Speech Analysis and Detection on Text
AnalyticsApi	analytics_profanity	POST /nlp-v2/analytics/profanity	Perform Profanity and Obscene Language Analysis and Detection on Text
AnalyticsApi	analytics_sentiment	POST /nlp-v2/analytics/sentiment	Perform Sentiment Analysis and Classification on Text
AnalyticsApi	analytics_similarity	POST /nlp-v2/analytics/similarity	Perform Semantic Similarity Comparison of Two Strings
AnalyticsApi	analytics_subjectivity	POST /nlp-v2/analytics/subjectivity	Perform Subjectivity and Objectivity Analysis on Text
ExtractEntitiesApi	extract_entities_post	POST /nlp-v2/extract-entities	Extract entities from string
LanguageDetectionApi	language_detection_get_language	POST /nlp-v2/language/detect	Detect language of text
LanguageTranslationApi	language_translation_translate_deu_to_eng	POST /nlp-v2/translate/language/deu/to/eng	Translate German to English text with Deep Learning AI
LanguageTranslationApi	language_translation_translate_eng_to_deu	POST /nlp-v2/translate/language/eng/to/deu	Translate English to German text with Deep Learning AI
LanguageTranslationApi	language_translation_translate_eng_to_fra	POST /nlp-v2/translate/language/eng/to/fra	Translate English to French text with Deep Learning AI
LanguageTranslationApi	language_translation_translate_eng_to_rus	POST /nlp-v2/translate/language/eng/to/rus	Translate English to Russian text with Deep Learning AI
LanguageTranslationApi	language_translation_translate_fra_to_eng	POST /nlp-v2/translate/language/fra/to/eng	Translate French to English text with Deep Learning AI
LanguageTranslationApi	language_translation_translate_rus_to_eng	POST /nlp-v2/translate/language/rus/to/eng	Translate Russian to English text with Deep Learning AI
ParseApi	parse_parse_string	POST /nlp-v2/parse/tree	Parse string to syntax tree
PosTaggerApi	pos_tagger_tag_adjectives	POST /nlp-v2/pos/tag/adjectives	Part-of-speech tag a string, filter to adjectives
PosTaggerApi	pos_tagger_tag_adverbs	POST /nlp-v2/pos/tag/adverbs	Part-of-speech tag a string, filter to adverbs
PosTaggerApi	pos_tagger_tag_nouns	POST /nlp-v2/pos/tag/nouns	Part-of-speech tag a string, filter to nouns
PosTaggerApi	pos_tagger_tag_pronouns	POST /nlp-v2/pos/tag/pronouns	Part-of-speech tag a string, filter to pronouns
PosTaggerApi	pos_tagger_tag_sentence	POST /nlp-v2/pos/tag/sentence	Part-of-speech tag a string
PosTaggerApi	pos_tagger_tag_verbs	POST /nlp-v2/pos/tag/verbs	Part-of-speech tag a string, filter to verbs
RephraseApi	rephrase_english_rephrase_sentence_by_sentence	POST /nlp-v2/rephrase/rephrase/eng/by-sentence	Rephrase, paraphrase English text sentence-by-sentence using Deep Learning AI
SegmentationApi	segmentation_get_sentences	POST /nlp-v2/segmentation/sentences	Extract sentences from string
SegmentationApi	segmentation_get_words	POST /nlp-v2/segmentation/words	Get words in input string
SpellcheckApi	spellcheck_check_sentence	POST /nlp-v2/spellcheck/check/sentence	Check if sentence is spelled correctly
SpellcheckApi	spellcheck_correct_json	POST /nlp-v2/spellcheck/check/word	Find spelling corrections

Documentation For Models

• CheckSentenceRequest
• CheckSentenceResponse
• CheckWordRequest
• CheckWordResponse
• CorrectWordInSentence
• Entity
• ExtractEntitiesRequest
• ExtractEntitiesResponse
• GetWordsRequest
• GetWordsResponse
• HateSpeechAnalysisRequest
• HateSpeechAnalysisResponse
• LanguageDetectionRequest
• LanguageDetectionResponse
• LanguageTranslationRequest
• LanguageTranslationResponse
• ParseRequest
• ParseResponse
• PosRequest
• PosResponse
• PosSentence
• PosTaggedWord
• ProfanityAnalysisRequest
• ProfanityAnalysisResponse
• RephraseRequest
• RephraseResponse
• RephrasedSentence
• RephrasedSentenceOption
• SentenceSegmentationRequest
• SentenceSegmentationResponse
• SentimentAnalysisRequest
• SentimentAnalysisResponse
• SimilarityAnalysisRequest
• SimilarityAnalysisResponse
• SubjectivityAnalysisRequest
• SubjectivityAnalysisResponse
• WordPosition

Documentation For Authorization

Apikey

• Type: API key
• API key parameter name: Apikey
• Location: HTTP header

Author