Rag.NET.Storage.Sqlite 0.1.0

.NET 10.0 This package targets .NET 10.0. The package is compatible with this framework or higher. 
dotnet add package Rag.NET.Storage.Sqlite --version 0.1.0
                    


                    

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


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="Rag.NET.Storage.Sqlite" />
                    


                            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.Storage.Sqlite --version 0.1.0
                    


                    

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


                            Install as a Cake Addin
                        

                    

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


                            Install as a Cake Tool

Rag.NET.Storage.Sqlite

SQLite-backed persistence for Rag.NET's auxiliary stores: the BM25 index and parent-chunk store, the document sidecar, the content-hash record manager that powers incremental re-ingestion, the embedding-version store, and the persistent cost ledger.

Install

dotnet add package Rag.NET.Storage.Sqlite

Setup

using Rag.NET.DependencyInjection;

services.AddRagNet(rag => rag
    .UseSqlitePersistence("rag.db"));

UseSqlitePersistence moves the stores that are otherwise in-memory (BM25 postings, parent chunks, document records) into one SQLite file, so hybrid search and parent-document retrieval survive a restart.

Example

Incremental re-ingestion: the content-hash record manager skips unchanged files, and embedding versioning tracks which chunks were embedded with which model so stale ones can be re-embedded after a model switch:

using Rag.NET.DependencyInjection;

services.AddRagNet(rag => rag
    .UseSqlitePersistence("rag.db")
    .UseContentHashRecordManager("rag.db")
    .UseEmbeddingVersioning());

The persistent cost ledger backs UseCostBudgeting from the core package:

rag.UseSqliteCostLedger("rag-cost-ledger.db");

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
0.1.0 90 8/11/2026