Encamina.Enmarcha.AI.IntentsPrediction.Azure
8.1.8-preview-04
See the version list below for details.
dotnet add package Encamina.Enmarcha.AI.IntentsPrediction.Azure --version 8.1.8-preview-04
NuGet\Install-Package Encamina.Enmarcha.AI.IntentsPrediction.Azure -Version 8.1.8-preview-04
<PackageReference Include="Encamina.Enmarcha.AI.IntentsPrediction.Azure" Version="8.1.8-preview-04" />
paket add Encamina.Enmarcha.AI.IntentsPrediction.Azure --version 8.1.8-preview-04
#r "nuget: Encamina.Enmarcha.AI.IntentsPrediction.Azure, 8.1.8-preview-04"
// Install Encamina.Enmarcha.AI.IntentsPrediction.Azure as a Cake Addin #addin nuget:?package=Encamina.Enmarcha.AI.IntentsPrediction.Azure&version=8.1.8-preview-04&prerelease // Install Encamina.Enmarcha.AI.IntentsPrediction.Azure as a Cake Tool #tool nuget:?package=Encamina.Enmarcha.AI.IntentsPrediction.Azure&version=8.1.8-preview-04&prerelease
AI - Azure Intent Prediction
Azure Intent Prediction is a wrapper project for Azure Cognitive Language Services Conversations client library. Its main functionality is to simplify and abstract the usage of the library, primarily focused on intention detection.
Setup
Nuget package
First, install NuGet. Then, install Encamina.Enmarcha.AI.IntentsPrediction.Azure from the package manager console:
PM> Install-Package Encamina.Enmarcha.AI.IntentsPrediction.Azure
.NET CLI:
Install .NET CLI. Next, install Encamina.Enmarcha.AI.IntentsPrediction.Azure from the .NET CLI:
dotnet add package Encamina.Enmarcha.AI.IntentsPrediction.Azure
How to use
First, you need to add the IntentPredictionConfigurations to your project configuration. You can achieve this by using any configuration provider. The following code is an example of how the settings should be set up using the appsettings.json file:
{
// ...
"IntentPredictionConfigurations": {
"IntentPredictionOptions": [
{
"Name": "DefaultIntentPrediction", // Name of this configuration
"EndpointUrl": "https://example.cognitiveservices.azure.com/", // Language Service endpoint's url
"KeyCredential": "<API-KEY>", // Language Service (security) key
"DeploymentSlot": "development", // Deployment type, allowing the 'test' and 'prod' ('production' works as well)
"OrchestratorName": "<ORCHESTRATOR-NAME>", // The name of the Orchestrator to use as intent prediction service from Azure
"EnableLogging": true, // A flag to indicate whether logging is enabled
"EnableVerbose": false, // A flag to indicate whether verbose mode is enabled
"ConfidenceThreshold": 0.65 // Minimum threshold score for answers, value ranges from 0 to 1
}
]
},
// ...
}
Next, in Program.cs
or a similar entry point file in your project, add the following code.
// Entry point
var builder = WebApplication.CreateBuilder(new WebApplicationOptions
{
// ...
});
// ...
// Or others configuration providers...
builder.Configuration.AddJsonFile("appsettings.json", optional: true, reloadOnChange: true);
builder.Services.AddDefaultCognitiveServiceProvider()
.AddAzureIntentPredictionServices(builder.Configuration);
The extension methods AddDefaultCognitiveServiceProvider
and AddAzureIntentPredictionServices
manage the configuration to create instances of ICognitiveServiceProvider
. With this, you can retrieve instances of IIntentPredictionService
(whose implementation is IntentPredictionService). As seen in the appsettings.json
, IntentPredictionConfigurations
is an array, which allows you to generate different Intent Prediction configurations and retrieve information based on the Name
parameter. You can inject ICognitiveServiceProvider
through the constructor.
public class MyClass
{
private readonly IIntentPredictionService intentPredictionService;
public MyClass(ICognitiveServiceProvider cognitiveServiceProvider)
{
// The value "DefaultIntentPrediction" is the name specified in the JSON from the previous code.
// This is just an example code; avoid hardcoding strings :)
intentPredictionService = cognitiveServiceProvider.GetIntentPredictionService("DefaultIntentPrediction");
}
public async Task<string> GetIntentAsync(string userInput, CancellationToken cancellationToken)
{
var intentPredictionRequest = new IntentPredictionRequest()
{
IntentPredictionOptions = new IntentPredictionOptions() { Language = CultureInfo.CurrentCulture },
Utterance = userInput
};
var intentPredictionResult = await intentPredictionService.PredictIntentAsync(intentPredictionRequest, cancellationToken);
return intentPredictionResult.IntentPrediction?.TopIntentName;
}
}
Product | Versions Compatible and additional computed target framework versions. |
---|---|
.NET | net5.0 was computed. net5.0-windows was computed. net6.0 was computed. net6.0-android was computed. net6.0-ios was computed. net6.0-maccatalyst was computed. net6.0-macos was computed. net6.0-tvos was computed. net6.0-windows was computed. net7.0 was computed. net7.0-android was computed. net7.0-ios was computed. net7.0-maccatalyst was computed. net7.0-macos was computed. net7.0-tvos was computed. net7.0-windows was computed. net8.0 was computed. net8.0-android was computed. net8.0-browser was computed. net8.0-ios was computed. net8.0-maccatalyst was computed. net8.0-macos was computed. net8.0-tvos was computed. net8.0-windows was computed. |
.NET Core | netcoreapp3.0 was computed. netcoreapp3.1 was computed. |
.NET Standard | netstandard2.1 is compatible. |
MonoAndroid | monoandroid was computed. |
MonoMac | monomac was computed. |
MonoTouch | monotouch was computed. |
Tizen | tizen60 was computed. |
Xamarin.iOS | xamarinios was computed. |
Xamarin.Mac | xamarinmac was computed. |
Xamarin.TVOS | xamarintvos was computed. |
Xamarin.WatchOS | xamarinwatchos was computed. |
-
.NETStandard 2.1
- Azure.AI.Language.Conversations (>= 1.1.0)
- Azure.Core (>= 1.40.0)
- CommunityToolkit.Diagnostics (>= 8.2.2)
- Encamina.Enmarcha.AI (>= 8.1.8-preview-04)
- Encamina.Enmarcha.AI.IntentsPrediction.Abstractions (>= 8.1.8-preview-04)
- Microsoft.Extensions.Configuration.Abstractions (>= 8.0.0)
- Microsoft.Extensions.Hosting (>= 8.0.0)
- Microsoft.Extensions.Options.ConfigurationExtensions (>= 8.0.0)
- Microsoft.Extensions.Options.DataAnnotations (>= 8.0.0)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.
Version | Downloads | Last updated |
---|---|---|
8.2.0 | 71 | 10/22/2024 |
8.2.0-preview-01-m01 | 104 | 9/17/2024 |
8.1.9-preview-03 | 56 | 11/19/2024 |
8.1.9-preview-02 | 61 | 10/22/2024 |
8.1.9-preview-01 | 70 | 10/4/2024 |
8.1.8 | 84 | 9/23/2024 |
8.1.8-preview-07 | 82 | 9/12/2024 |
8.1.8-preview-06 | 92 | 9/11/2024 |
8.1.8-preview-05 | 83 | 9/10/2024 |
8.1.8-preview-04 | 96 | 8/16/2024 |
8.1.8-preview-03 | 105 | 8/13/2024 |
8.1.8-preview-02 | 99 | 8/13/2024 |
8.1.8-preview-01 | 100 | 8/12/2024 |
8.1.7 | 100 | 8/7/2024 |
8.1.7-preview-09 | 73 | 7/3/2024 |
8.1.7-preview-08 | 82 | 7/2/2024 |
8.1.7-preview-07 | 80 | 6/10/2024 |
8.1.7-preview-06 | 83 | 6/10/2024 |
8.1.7-preview-05 | 86 | 6/6/2024 |
8.1.7-preview-04 | 86 | 6/6/2024 |
8.1.7-preview-03 | 85 | 5/24/2024 |
8.1.7-preview-02 | 72 | 5/10/2024 |
8.1.7-preview-01 | 81 | 5/8/2024 |
8.1.6 | 1,272 | 5/7/2024 |
8.1.6-preview-08 | 56 | 5/2/2024 |
8.1.6-preview-07 | 101 | 4/29/2024 |
8.1.6-preview-06 | 106 | 4/26/2024 |
8.1.6-preview-05 | 127 | 4/24/2024 |
8.1.6-preview-04 | 88 | 4/22/2024 |
8.1.6-preview-03 | 90 | 4/22/2024 |
8.1.6-preview-02 | 95 | 4/17/2024 |
8.1.6-preview-01 | 176 | 4/15/2024 |
8.1.5 | 123 | 4/15/2024 |
8.1.5-preview-15 | 109 | 4/10/2024 |
8.1.5-preview-14 | 106 | 3/20/2024 |
8.1.5-preview-13 | 90 | 3/18/2024 |
8.1.5-preview-12 | 108 | 3/13/2024 |
8.1.5-preview-11 | 98 | 3/13/2024 |
8.1.5-preview-10 | 102 | 3/13/2024 |
8.1.5-preview-09 | 102 | 3/12/2024 |
8.1.5-preview-08 | 97 | 3/12/2024 |
8.1.5-preview-07 | 98 | 3/8/2024 |
8.1.5-preview-06 | 91 | 3/8/2024 |
8.1.5-preview-05 | 103 | 3/7/2024 |
8.1.5-preview-04 | 93 | 3/7/2024 |
8.1.5-preview-03 | 91 | 3/7/2024 |
8.1.5-preview-02 | 103 | 2/28/2024 |
8.1.5-preview-01 | 92 | 2/19/2024 |
8.1.4 | 163 | 2/15/2024 |
8.1.3 | 119 | 2/13/2024 |
8.1.3-preview-07 | 96 | 2/13/2024 |
8.1.3-preview-06 | 94 | 2/12/2024 |
8.1.3-preview-05 | 94 | 2/9/2024 |
8.1.3-preview-04 | 99 | 2/8/2024 |
8.1.3-preview-03 | 90 | 2/7/2024 |
8.1.3-preview-02 | 91 | 2/2/2024 |
8.1.3-preview-01 | 91 | 2/2/2024 |
8.1.2 | 125 | 2/1/2024 |
8.1.2-preview-9 | 103 | 1/22/2024 |
8.1.2-preview-8 | 91 | 1/19/2024 |
8.1.2-preview-7 | 82 | 1/19/2024 |
8.1.2-preview-6 | 83 | 1/19/2024 |
8.1.2-preview-5 | 90 | 1/19/2024 |
8.1.2-preview-4 | 93 | 1/19/2024 |
8.1.2-preview-3 | 88 | 1/18/2024 |
8.1.2-preview-2 | 88 | 1/18/2024 |
8.1.2-preview-16 | 90 | 1/31/2024 |
8.1.2-preview-15 | 97 | 1/31/2024 |
8.1.2-preview-14 | 89 | 1/25/2024 |
8.1.2-preview-13 | 86 | 1/25/2024 |
8.1.2-preview-12 | 85 | 1/23/2024 |
8.1.2-preview-11 | 85 | 1/23/2024 |
8.1.2-preview-10 | 87 | 1/22/2024 |
8.1.2-preview-1 | 84 | 1/18/2024 |
8.1.1 | 135 | 1/18/2024 |
8.1.0 | 117 | 1/18/2024 |
8.0.3 | 164 | 12/29/2023 |
8.0.1 | 151 | 12/14/2023 |
8.0.0 | 152 | 12/7/2023 |
6.0.4.3 | 144 | 12/29/2023 |
6.0.4.2 | 118 | 12/20/2023 |
6.0.4.1 | 186 | 12/19/2023 |
6.0.4 | 161 | 12/4/2023 |
6.0.3.20 | 141 | 11/27/2023 |
6.0.3.19 | 154 | 11/22/2023 |