Mostlylucid.LucidRAG.GraphRag
2.7.5
dotnet add package Mostlylucid.LucidRAG.GraphRag --version 2.7.5
NuGet\Install-Package Mostlylucid.LucidRAG.GraphRag -Version 2.7.5
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="Mostlylucid.LucidRAG.GraphRag" Version="2.7.5" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
<PackageVersion Include="Mostlylucid.LucidRAG.GraphRag" Version="2.7.5" />
<PackageReference Include="Mostlylucid.LucidRAG.GraphRag" />
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 Mostlylucid.LucidRAG.GraphRag --version 2.7.5
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: Mostlylucid.LucidRAG.GraphRag, 2.7.5"
#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 Mostlylucid.LucidRAG.GraphRag@2.7.5
#: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=Mostlylucid.LucidRAG.GraphRag&version=2.7.5
#tool nuget:?package=Mostlylucid.LucidRAG.GraphRag&version=2.7.5
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
Mostlylucid.LucidRAG.GraphRag
Entity extraction and knowledge graph construction for LucidRAG.
Features
- ONNX NER: Local named entity recognition using ONNX models (no external API needed)
- Knowledge Graph: Entity and relationship extraction from documents
- DuckDB Storage: Compact graph storage using DuckDB
- Pipeline Integration: Works with DocSummarizer for document-level entity extraction
Installation
dotnet add package Mostlylucid.LucidRAG.GraphRag
Usage
// Inject the pipeline
public class MyService(GraphRagPipeline pipeline)
{
public async Task ExtractEntitiesAsync(string text)
{
var entities = await pipeline.ExtractEntitiesAsync(text);
foreach (var entity in entities)
{
Console.WriteLine($"{entity.Name} ({entity.Type})");
}
}
}
Dependencies
Mostlylucid.LucidRAG.DocSummarizer- Document processing and embedding infrastructureDuckDB.NET.Data.Full- Embedded graph storageMarkdig- Markdown parsing
Links
| Product | Versions 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
- DuckDB.NET.Data.Full (>= 1.5.0)
- Markdig (>= 1.1.2)
- Mostlylucid.LucidRAG.DocSummarizer (>= 2.7.5)
NuGet packages (2)
Showing the top 2 NuGet packages that depend on Mostlylucid.LucidRAG.GraphRag:
| Package | Downloads |
|---|---|
|
Mostlylucid.LucidRAG.AudioSummarizer
AudioSummarizer - Forensic audio characterization library with speech-to-text and speaker analysis |
|
|
Mostlylucid.LucidRAG.Core
Core business logic for LucidRAG - shared by web, CLI, and API projects |
GitHub repositories
This package is not used by any popular GitHub repositories.