How to paraphrase or rephrase English Text Sentences in Python using Deep Learning AI
In recent months, Deep Learning AI has advanced to such a point in its language processing abilities that accurate sentence paraphrasing has become possible. This is groundbreaking functionality for any type of project that involves writing. So, today I am going to be giving you a rundown of how to apply this technology easily and quickly, avoiding the notoriously long training times normally associated with Deep Learning.
We will be using an API to speed us along today, so let’s start out with its client installation.
pip install git+https://github.com/Cloudmersive/Cloudmersive.APIClient.Python.NLP.git
Now we are going to call function, which I have set up as an example below.
from __future__ import print_functionimport timeimport cloudmersive_nlp_api_clientfrom cloudmersive_nlp_api_client.rest import ApiExceptionfrom pprint import pprint# Configure API key authorization: Apikeyconfiguration = 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 classapi_instance = cloudmersive_nlp_api_client.RephraseApi(cloudmersive_nlp_api_client.ApiClient(configuration))input = cloudmersive_nlp_api_client.RephraseRequest() # RephraseRequest | Input rephrase requesttry:# Rephrase, paraphrase English text sentence-by-sentence using Deep Learning AIapi_response = api_instance.rephrase_translate_deu_to_eng(input)pprint(api_response)except ApiException as e:print("Exception when calling RephraseApi->rephrase_translate_deu_to_eng: %s\n" % e)
And just like that, our process is already completed. You now have a Deep Learning AI at your beck and call.