How to Compare the Semantic Similarities of Two Strings in Node.JS

Optimizing your programs and applications for search capabilities means ensuring your users find what they need, even if they don’t have the exact terminology correct. To achieve this, your systems need to be able to read deeper into input, to understand what the user is asking for. The following API will provide your applications with a way to compare the semantic similarities between two strings using Deep Learning and provide an appropriate response to any query.

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To use this function, we first need to run this command to install the SDK:

npm install cloudmersive-nlp-api-client –save

Or, you can add this snippet to your package.json:

"dependencies": {
"cloudmersive-nlp-api-client": "^2.0.9"
}

Then, you can call the function:

var CloudmersiveNlpApiClient = require('cloudmersive-nlp-api-client');
var defaultClient = CloudmersiveNlpApiClient.ApiClient.instance;
// Configure API key authorization: Apikey
var Apikey = defaultClient.authentications['Apikey'];
Apikey.apiKey = 'YOUR API KEY';
var apiInstance = new CloudmersiveNlpApiClient.AnalyticsApi();var input = new CloudmersiveNlpApiClient.SimilarityAnalysisRequest(); // SimilarityAnalysisRequest | Input similarity analysis requestvar callback = function(error, data, response) {
if (error) {
console.error(error);
} else {
console.log('API called successfully. Returned data: ' + data);
}
};
apiInstance.analyticsSimilarity(input, callback);

Now, you can provide your users with an optimized interface that knows exactly what they want. You can retrieve the API Key from Cloudmersive at no cost and with no commitment. It will provide you with 800 monthly calls across our API library.

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