MongoDbRepository.Extensions.SemanticKernel
6.4.3
dotnet add package MongoDbRepository.Extensions.SemanticKernel --version 6.4.3
NuGet\Install-Package MongoDbRepository.Extensions.SemanticKernel -Version 6.4.3
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="MongoDbRepository.Extensions.SemanticKernel" Version="6.4.3" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
<PackageVersion Include="MongoDbRepository.Extensions.SemanticKernel" Version="6.4.3" />
<PackageReference Include="MongoDbRepository.Extensions.SemanticKernel" />
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 MongoDbRepository.Extensions.SemanticKernel --version 6.4.3
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: MongoDbRepository.Extensions.SemanticKernel, 6.4.3"
#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 MongoDbRepository.Extensions.SemanticKernel@6.4.3
#: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=MongoDbRepository.Extensions.SemanticKernel&version=6.4.3
#tool nuget:?package=MongoDbRepository.Extensions.SemanticKernel&version=6.4.3
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
MongoDbRepository.Extensions.SemanticKernel v6.4 (.NET 10 & C# 13)
Integrates MongoDbRepository with Microsoft Semantic Kernel AI RAG memory stores using MongoDB Atlas Vector Search ($vectorSearch).
Includes first-class ReadOnlyMemory<float> BSON vector serialization and batch upserting.
🚀 Quick Start
1. Installation
dotnet add package MongoDbRepository.Extensions.SemanticKernel --version 6.4.3
2. Dependency Injection Setup (Program.cs)
var builder = WebApplication.CreateBuilder(args);
// Register Core MongoDbRepository & Semantic Kernel Vector Store
builder.Services.AddMongoDbRepositoryCore(builder.Configuration.GetSection("MongoDb"));
builder.Services.AddMongoDbSemanticKernelVectorStore();
3. Upserting & Querying Vector Memories
public class AiMemoryService(MongoDbVectorMemoryStore memoryStore)
{
public async Task SaveMemoryAsync(string key, string text, ReadOnlyMemory<float> embedding)
{
await memoryStore.UpsertRecordAsync(key, text, embedding);
}
public async Task SaveBatchAsync(IEnumerable<VectorMemoryRecord> records)
{
await memoryStore.UpsertBatchAsync(records);
}
public async Task<IReadOnlyList<VectorMemoryRecord>> SearchMemoriesAsync(ReadOnlyMemory<float> queryEmbedding)
{
return await memoryStore.SearchNearestAsync(queryEmbedding, limit: 5);
}
}
| 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
- MongoDbRepositoryCore (>= 6.4.3)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.