Rag.NET.Graph 0.1.0

There is a newer version of this package available.
See the version list below for details.

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

NuGet\Install-Package Rag.NET.Graph -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.Graph" 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.Graph" Version="0.1.0" />
                    

                            Directory.Packages.props

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

                            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.Graph --version 0.1.0

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

#r "nuget: Rag.NET.Graph, 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.Graph@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.Graph&version=0.1.0
                    

                            Install as a Cake Addin

#tool nuget:?package=Rag.NET.Graph&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.Graph

A standalone knowledge-graph library: Leiden community detection, PageRank, and an IGraphStore abstraction with a SQLite implementation. No pipeline dependency — this is the graph engine Rag.NET.GraphRag builds on, usable on its own.

Install

dotnet add package Rag.NET.Graph

Setup

There is nothing to register — construct the store you want and go:

using Rag.NET.Graph;

await using var store = new SqliteGraphStore("graph.db");

Example

using Rag.NET.Graph;
using Rag.NET.Graph.Algorithms;

var entities = new[]
{
    new GraphEntity("Ada Lovelace", "Person", "Wrote the first published algorithm"),
    new GraphEntity("Analytical Engine", "Machine", "Babbage's proposed mechanical computer"),
};
var relationships = new[]
{
    new GraphRelationship("Ada Lovelace", "Analytical Engine", "wrote programs for", Weight: 2.0),
};

await using var store = new SqliteGraphStore("graph.db");
await store.AddEntitiesAsync(entities);
await store.AddRelationshipsAsync(relationships);

var neighbors = await store.GetNeighborsAsync("Ada Lovelace", depth: 2);

// Community detection and PageRank operate on a snapshot of the whole graph.
var graph = await store.GetFullGraphAsync();
var communities = Leiden.Detect(graph, new LeidenOptions { Resolution = 1.0 });
var ranks = PageRank.Compute(graph);

Full guide

GraphRAG

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.Data.Sqlite (>= 10.0.10)
- SQLitePCLRaw.bundle_e_sqlite3 (>= 3.0.5)

NuGet packages (1)

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

Package	Downloads
Rag.NET.GraphRag GraphRAG — entity extraction, community detection, local + global search for Rag.NET	206

GitHub repositories

This package is not used by any popular GitHub repositories.

Version	Downloads	Last Updated
1.0.0	106	9/15/2026
0.1.0	114	8/11/2026