Rag.NET.AnswerEngines 1.0.0

.NET 10.0 This package targets .NET 10.0. The package is compatible with this framework or higher. 
dotnet add package Rag.NET.AnswerEngines --version 1.0.0
                    


                    

                
NuGet\Install-Package Rag.NET.AnswerEngines -Version 1.0.0
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="Rag.NET.AnswerEngines" Version="1.0.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="Rag.NET.AnswerEngines" Version="1.0.0" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="Rag.NET.AnswerEngines" />
                    


                            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 Rag.NET.AnswerEngines --version 1.0.0
                    


                    

                
#r "nuget: Rag.NET.AnswerEngines, 1.0.0"
#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 Rag.NET.AnswerEngines@1.0.0
#: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=Rag.NET.AnswerEngines&version=1.0.0
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=Rag.NET.AnswerEngines&version=1.0.0
                    


                            Install as a Cake Tool

Rag.NET.AnswerEngines

Alternative answer synthesis engines for Rag.NET: MapReduce for large context sets, Refine for iterative drafts, FLARE for confidence-gated re-retrieval, and a dispatching engine that picks per question — each with self-assessment confidence scoring.

Install

dotnet add package Rag.NET.AnswerEngines

Setup

using Rag.NET.AnswerEngines;
using Rag.NET.DependencyInjection;

services.AddRagNet(rag => rag.UseMapReduceAnswerEngine());

The engine replaces the default single-prompt synthesis; retrieval is untouched.

Example

FLARE re-retrieves mid-generation whenever the model's own confidence drops below the threshold:

using Rag.NET.AnswerEngines;
using Rag.NET.DependencyInjection;

services.AddRagNet(rag => rag.UseFlare(o =>
{
    o.ConfidenceThreshold = 0.6;  // default: re-retrieve below this
    o.MaxRetrievals       = 3;    // default: cap the loop
}));

UseRefineAnswerEngine() folds chunks into an evolving draft one at a time; UseDispatchingAnswerEngine() routes each question to the engine its shape suits.

Full guide

Product Compatible and additional computed target framework versions.
.NET 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

This package is not used by any NuGet packages.

GitHub repositories

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Version Downloads Last Updated
1.0.0 88 9/15/2026
0.1.0 107 8/11/2026