NPipeline.Extensions.AI.Decisions 0.70.1

dotnet add package NPipeline.Extensions.AI.Decisions --version 0.70.1
                    
NuGet\Install-Package NPipeline.Extensions.AI.Decisions -Version 0.70.1
                    
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package.
<PackageReference Include="NPipeline.Extensions.AI.Decisions" Version="0.70.1" />
                    
For projects that support PackageReference, copy this XML node into the project file to reference the package.
<PackageVersion Include="NPipeline.Extensions.AI.Decisions" Version="0.70.1" />
                    
Directory.Packages.props
<PackageReference Include="NPipeline.Extensions.AI.Decisions" />
                    
Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package.
paket add NPipeline.Extensions.AI.Decisions --version 0.70.1
                    
#r "nuget: NPipeline.Extensions.AI.Decisions, 0.70.1"
                    
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package.
#:package NPipeline.Extensions.AI.Decisions@0.70.1
                    
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package.
#addin nuget:?package=NPipeline.Extensions.AI.Decisions&version=0.70.1
                    
Install as a Cake Addin
#tool nuget:?package=NPipeline.Extensions.AI.Decisions&version=0.70.1
                    
Install as a Cake Tool

NPipeline.Extensions.AI.Decisions

Provider-neutral typed classification and confidence-aware routing for NPipeline.

Install the package

dotnet add package NPipeline.Extensions.AI.Decisions

Implement IAIClassifier<TInput, TLabel> or install a provider adapter such as NPipeline.Extensions.AI.Decisions.Jev.

Route a classification

using NPipeline.Extensions.AI.Decisions;

var route = builder.AddAIRoute<Ticket, TicketRoute>(classifier, "ticket-route")
    .WhenLabel(TicketRoute.Billing, billingSink, minimumConfidence: 0.75)
    .WhenLabel(TicketRoute.Technical, technicalSink, minimumConfidence: 0.65)
    .Otherwise(reviewSink);

builder.Connect(source, route);

AIClassification<TLabel> contains the selected label, confidence, full probability distribution, and invocation metadata. The route keeps the original item in an internal envelope and unwraps it before each target. Downstream nodes receive TInput without requiring classification fields on your domain model.

Configure branches

  • WhenLabel matches the selected label and an optional minimum confidence.
  • WhenProbability matches any label whose returned probability meets your threshold.
  • When evaluates the complete AIClassification<TLabel>.
  • Otherwise receives unmatched or low-confidence items.
  • WithMatchMode(RouteMatchMode.AllMatches) sends an item to every matching branch.

Thresholds must be finite values from 0 through 1. Choose thresholds from evaluations against your own data; the package doesn't apply a universal default.

License

This package is licensed under the Business Source License 1.1.

Production use is free for organizations with four or fewer developers and annual revenue of AUD 5 million or less. Larger organizations require a commercial license. Each release converts to the MIT License on its change date.

Product Compatible and additional computed target framework versions.
.NET net8.0 is compatible.  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.  net9.0 is compatible.  net9.0-android was computed.  net9.0-browser was computed.  net9.0-ios was computed.  net9.0-maccatalyst was computed.  net9.0-macos was computed.  net9.0-tvos was computed.  net9.0-windows was computed.  net10.0 is compatible.  net10.0-android was computed.  net10.0-browser was computed.  net10.0-ios was computed.  net10.0-maccatalyst was computed.  net10.0-macos was computed.  net10.0-tvos was computed.  net10.0-windows was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages (1)

Showing the top 1 NuGet packages that depend on NPipeline.Extensions.AI.Decisions:

Package Downloads
NPipeline.Extensions.AI.Decisions.Jev

TypeSafe AI Jev decision models and confidence-aware routing for NPipeline.

GitHub repositories

This package is not used by any popular GitHub repositories.

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