indicoio-csharp 0.1.0

IndicoIo-CSharp

A C# wrapper for the indico API.

Full Documentation + API Keys + Setup

For API key registration and setup and docs, checkout our quickstart guide.

Supported APIs:

• Pretrained
  • Sentiment
  • Text Tags
  • Language
  • People
  • Places
  • Organizations
  • Image Features
  • Content Filtering
• PDF Extraction
• Custom Collection Operations

Pretrained Examples

var sdk = new Indico("__YOUR_API_KEY__");

// Sentiment
float sentimentResult = await sdk.pretrained.Sentiment("I love writing code!");

// Text Tags
Dictionary<string, float> textTags = await sdk.pretrained.TextTags("The most common form of arrow consists of a shaft with an arrowhead attached to the front end and with fletchings and a nock attached to the other end.");

// Language
Dictionary<string, float> languageResults = await sdk.pretrained.Language("Warrom ging je naar het park?");

// People
List<Person> peopleResults = await sdk.pretrained.People("London Underground's boss Mike Brown warned that the strike ...");

// Places
List<Place> placeResults = await sdk.pretrained.Places("I can't wait to see all of Europe. In particular I want to see the Eifle Tower and the roman Colleseum!");

// Organizations
List<Organization> orgResults = await sdk.pretrained.Organizations("London Underground's boss Mike Brown warned that the strike ...");

// Image Features
string base64Image = "data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD//gA...";
List<float> ifResults = await sdk.pretrained.ImageFeatures(base64Image);

// Content Filtering
string base64Image = "data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD//gA...";
float cfResults = await sdk.pretrained.ContentFiltering(base64Image);

Pretrained Examples

var sdk = new Indico("__YOUR_API_KEY__");

// Intitiate Extraction
string jobID = await sdk.pdfExtraction.StartExtraction(pdfContents, true, true, true, true); // Base64 Encoded Document, Use OCR, Return page text, Return document metadata, Return tables

// Check on Job Status
AsyncJobStatus jobStatus = await sdk.pdfExtraction.GetExtractionStatus(jobID);

// When job is complete and successful, retrieve the extracted contents
if (jobStatus == AsyncJobStatus.Success) {
	ExtractedPDF contents = await sdk.pdfExtraction.GetExtractedDocument(jobID);
}

Custom Collection Examples

var sdk = new Indico("__YOUR_API_KEY__", "https://apiv2.indico.io/");
string CollectionName = "My_Custom_Collection";

// List Custom Collections
List<CustomCollection> results = await sdk.custom.ListAll();

// Get Collection information
CustomCollection response = await sdk.custom.Info(CollectionName);

// Add Data - Classification Models
List<CollectionData> labels = new List<CollectionData>()
{
    new CollectionData("This might be the best movie ever!", "Label A"),
    new CollectionData("The characters in this movie are incredibly weak", "Label B"),
};
bool addSuccess = await sdk.custom.AddData(CollectionName, labels);

// Add Data - Annotation Models
var example1 = new CollectionData("Eastman Kodak Co is raising 25 mln dlrs through an offering of notes due 1997, said sole underwriter Morgan Stanley and Co Inc...",
      new AnnotationData[2] {
          new AnnotationData(0, 16, "label-1"),
          new AnnotationData(101, 127, "label-2")
      });

List <CollectionData> annotationLabels = new List<CollectionData>() { example1 };
bool addSuccess = await sdk.custom.AddData(CollectionName, annotationLabels);

// Remove Data from Collection
string[] removeExamples = new string[2] { "This might be the best movie ever!", "The characters in this movie are incredibly weak" };
bool removeSuccess = await sdk.custom.RemoveData(CollectionName, removeExamples);

// Train Collection
CustomCollection response = await sdk.custom.Train(CollectionName);

// Predict Classification
string singleSample = "This film is the work of one of the finest filmmakers of any generation.";
Dictionary<string, float> response = await sdk.custom.PredictClassification(collectionName, singleSample);

string[] batchSample = new string[2] { "This film is the work of one of the finest filmmakers of any generation.", "I think it's going to be a flop!" }
List<Dictionary<string, float>> response = await sdk.custom.PredictClassification(collectionName, batchSample);

// Predict Annotation
string singleAnnoExample = "How much wood could a woodchuck chuck?";
List<AnnotationPrediction> response = await sdk.custom.PredictAnnotation(annotationCollectionName, singleAnnoExample);

string[] batchAnnoExample = new string[2] { "How much wood could a woodchuck chuck?", "If a woodchuck could chuck wood?" };
List<List<AnnotationPrediction>> response = await sdk.custom.PredictAnnotation(annotationCollectionName, batchAnnoExample);

// Sharing a collection
bool isPublic = true;
bool registerSuccess = await sdk.custom.Register(collectionName, isPublic);
bool deRegisterSuccess = await sdk.custom.DeRegister(collectionName);

// Authorizing users on a shared collection
bool authorizeSuccess = await sdk.custom.AuthorizeUser(collectionName, "contact@indico.io", CollectionPermission.Write);
bool deauthorizeSuccess = await sdk.custom.DeAuthorizeUser(collectionName, "contact@indico.io");

// Removing a collection
bool deleteSuccess = await sdk.custom.Delete(createDeleteCollectionName);