Rag.NET.Diagnostics 0.1.0

.NET 10.0

dotnet add package Rag.NET.Diagnostics --version 0.1.0

NuGet\Install-Package Rag.NET.Diagnostics -Version 0.1.0

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.Diagnostics" Version="0.1.0" />

For projects that support PackageReference, copy this XML node into the project file to reference the package.

<PackageVersion Include="Rag.NET.Diagnostics" Version="0.1.0" />
                    

                            Directory.Packages.props

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

                            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.Diagnostics --version 0.1.0

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

#r "nuget: Rag.NET.Diagnostics, 0.1.0"

#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.Diagnostics@0.1.0

#: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.Diagnostics&version=0.1.0
                    

                            Install as a Cake Addin

#tool nuget:?package=Rag.NET.Diagnostics&version=0.1.0
                    

                            Install as a Cake Tool

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

Rag.NET.Diagnostics

Disposable in-memory pipeline traces for Rag.NET: the last N query executions with chunk scores, per-stage latencies and guard actions — the "why did it answer that?" tool, with text capture off by default so nothing sensitive is retained by accident.

Install

dotnet add package Rag.NET.Diagnostics

Setup

using Rag.NET.Diagnostics;
using Rag.NET.DependencyInjection;

services.AddRagNet(rag =>
{
    // ...the rest of your pipeline first...
    rag.AddRagDiagnostics();  // last, so it observes the guards registered above
});

Example

Read traces back from the ITraceStore, newest first:

using Microsoft.Extensions.DependencyInjection;
using Rag.NET.Diagnostics;

var store = provider.GetRequiredService<ITraceStore>();

foreach (RagTrace trace in store.Snapshot())
{
    Console.WriteLine($"{trace.TraceId} query {trace.QueryHash[..8]}");

    foreach (TraceStage stage in trace.Stages)
        Console.WriteLine($"  {stage.Name,-16} {stage.Duration.TotalMilliseconds:F1} ms");

    foreach (TraceChunk chunk in trace.Chunks)
        Console.WriteLine($"  {chunk.DocumentId}#{chunk.ChunkIndex} scored {chunk.Score:F3}");
}

Opt into captured text (query, chunks, prompt, answer) via AddRagDiagnostics(o => o.CaptureQueryText = true) and friends; expose traces over HTTP with Rag.NET.Diagnostics.AspNetCore.

Full guide

Diagnostics

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.

net10.0
- Microsoft.Extensions.Logging.Abstractions (>= 10.0.10)
- Rag.NET (>= 0.1.0)

NuGet packages (1)

Showing the top 1 NuGet packages that depend on Rag.NET.Diagnostics:

Package	Downloads
Rag.NET.Diagnostics.AspNetCore Opt-in HTTP endpoint for Rag.NET pipeline traces — an explicit MapRagNetTrace(), never automatic.	45

GitHub repositories

This package is not used by any popular GitHub repositories.

Version	Downloads	Last Updated
0.1.0	57	8/11/2026