Rag.NET.VectorStores.PgVector 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.VectorStores.PgVector --version 0.1.0
                    


                    

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


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="Rag.NET.VectorStores.PgVector" />
                    


                            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.VectorStores.PgVector --version 0.1.0
                    


                    

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


                            Install as a Cake Addin
                        

                    

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


                            Install as a Cake Tool

Rag.NET.VectorStores.PgVector

PostgreSQL + pgvector vector store for Rag.NET: dense cosine search over a vector column, with optional learned sparse vectors (SPLADE-style) for hybrid retrieval — your RAG index lives in the database you already run.

Install

dotnet add package Rag.NET.VectorStores.PgVector

Install alongside the core pipeline package (dotnet add package Rag.NET), which supplies the AddRagNet(...) builder the store registers into.

Setup

Inside your AddRagNet(...) builder callback:

using Rag.NET.PgVector;

rag.UsePgVector(
    connectionString: "Host=localhost;Database=ragdb;Username=postgres;Password=secret",
    vectorDimensions: 1536);

Example

Create the table and indexes once at startup, then ingest as usual:

using Microsoft.Extensions.DependencyInjection;
using Rag.NET.Abstractions;
using Rag.NET.PgVector;

var store = provider.GetRequiredService<IVectorStore>() as PgVectorStore;
await store!.InitializeAsync();

Hybrid dense + learned-sparse search stores both vector kinds side by side:

rag.UsePgVector(
    connectionString:     "Host=localhost;Database=ragdb;Username=postgres;Password=secret",
    vectorDimensions:     1536,
    enableSparseVectors:  true,
    sparseVocabularySize: PgVectorSparseVectorStore.DefaultSparseVocabularySize); // 30522

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 (2)

Showing the top 2 NuGet packages that depend on Rag.NET.VectorStores.PgVector:

Package Downloads
Thalos.NET.Memory.RagNet

Rag.NET pgvector adapter for Thalos.NET.Memory: IMemoryIndex over Rag.NET IVectorStore (PgVectorStore) and an IEmbeddingGenerator, with schema initialisation and dimension checks.
Rag.NET.Hosting

Configuration-driven pipeline wiring for hosting Rag.NET in an executable: binds a RagNet configuration section to an OpenAI-compatible chat client and embedding generator, and one of the InMemory, Qdrant, or PgVector vector stores.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last Updated
0.1.0 107 8/11/2026