Microsoft.KernelMemory.Abstractions
0.12.231125.1-preview
Prefix Reserved
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This is a prerelease version of Microsoft.KernelMemory.Abstractions.
This package has a SemVer 2.0.0 package version: 0.12.231125.1-preview+ccb7902.
There is a newer version of this package available.
See the version list below for details.
See the version list below for details.
The owner has unlisted this package.
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dotnet add package Microsoft.KernelMemory.Abstractions --version 0.12.231125.1-preview
NuGet\Install-Package Microsoft.KernelMemory.Abstractions -Version 0.12.231125.1-preview
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="Microsoft.KernelMemory.Abstractions" Version="0.12.231125.1-preview" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
<PackageVersion Include="Microsoft.KernelMemory.Abstractions" Version="0.12.231125.1-preview" />
<PackageReference Include="Microsoft.KernelMemory.Abstractions" />
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 Microsoft.KernelMemory.Abstractions --version 0.12.231125.1-preview
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: Microsoft.KernelMemory.Abstractions, 0.12.231125.1-preview"
#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 Microsoft.KernelMemory.Abstractions@0.12.231125.1-preview
#: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=Microsoft.KernelMemory.Abstractions&version=0.12.231125.1-preview&prerelease
#tool nuget:?package=Microsoft.KernelMemory.Abstractions&version=0.12.231125.1-preview&prerelease
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
About Kernel Memory
Kernel Memory is a Copilot Memory Plugin and Service specialized in the efficient indexing of datasets through custom continuous data pipelines.
Utilizing advanced embeddings and LLMs, the system enables Natural Language querying for obtaining answers from the indexed data, complete with citations and links to the original sources.
Designed for seamless integration with Semantic Kernel, Kernel Memory enhances data-driven features in applications built using SK.
Getting Started ⚡
- Check out the GitHub repository for the latest updates.
| Product | Versions Compatible and additional computed target framework versions. |
|---|---|
| .NET | net5.0 was computed. net5.0-windows was computed. net6.0 was computed. net6.0-android was computed. net6.0-ios was computed. net6.0-maccatalyst was computed. net6.0-macos was computed. net6.0-tvos was computed. net6.0-windows was computed. net7.0 was computed. net7.0-android was computed. net7.0-ios was computed. net7.0-maccatalyst was computed. net7.0-macos was computed. net7.0-tvos was computed. net7.0-windows was computed. net8.0 was computed. net8.0-android was computed. net8.0-browser was computed. net8.0-ios was computed. net8.0-maccatalyst was computed. net8.0-macos was computed. net8.0-tvos was computed. net8.0-windows was computed. net9.0 was computed. net9.0-android was computed. net9.0-browser was computed. net9.0-ios was computed. net9.0-maccatalyst was computed. net9.0-macos was computed. net9.0-tvos was computed. net9.0-windows was computed. net10.0 was computed. 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. |
| .NET Core | netcoreapp2.0 was computed. netcoreapp2.1 was computed. netcoreapp2.2 was computed. netcoreapp3.0 was computed. netcoreapp3.1 was computed. |
| .NET Standard | netstandard2.0 is compatible. netstandard2.1 was computed. |
| .NET Framework | net461 was computed. net462 was computed. net463 was computed. net47 was computed. net471 was computed. net472 was computed. net48 was computed. net481 was computed. |
| MonoAndroid | monoandroid was computed. |
| MonoMac | monomac was computed. |
| MonoTouch | monotouch was computed. |
| Tizen | tizen40 was computed. tizen60 was computed. |
| Xamarin.iOS | xamarinios was computed. |
| Xamarin.Mac | xamarinmac was computed. |
| Xamarin.TVOS | xamarintvos was computed. |
| Xamarin.WatchOS | xamarinwatchos was computed. |
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
-
.NETStandard 2.0
- Microsoft.Bcl.AsyncInterfaces (>= 6.0.0)
- Microsoft.Extensions.Configuration (>= 6.0.1)
- Microsoft.Extensions.Configuration.Json (>= 6.0.0)
- Microsoft.Extensions.Hosting (>= 6.0.1)
- Microsoft.Extensions.Logging.Abstractions (>= 6.0.4)
- Microsoft.SemanticKernel.Abstractions (>= 1.0.0-beta8)
- System.Memory.Data (>= 6.0.0)
- System.Numerics.Tensors (>= 8.0.0)
- System.Text.Json (>= 6.0.9)
NuGet packages (39)
Showing the top 5 NuGet packages that depend on Microsoft.KernelMemory.Abstractions:
| Package | Downloads |
|---|---|
|
Microsoft.KernelMemory.Core
The package contains the core logic and abstractions of Kernel Memory, not including extensions. |
|
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Microsoft.KernelMemory.AI.OpenAI
Provide access to OpenAI LLM models in Kernel Memory to generate embeddings and text |
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Microsoft.KernelMemory.AI.AzureOpenAI
Provide access to Azure OpenAI LLM models in Kernel Memory to generate embeddings and text |
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Microsoft.KernelMemory.MemoryDb.AzureAISearch
Azure AI Search connector for Microsoft Kernel Memory, to store and search memory using Azure AI Search vector indexing and semantic features. |
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Microsoft.KernelMemory.DataFormats.AzureAIDocIntel
Add Azure AI Document Intelligence to Kernel Memory to extract content from images and documents. |
GitHub repositories (3)
Showing the top 3 popular GitHub repositories that depend on Microsoft.KernelMemory.Abstractions:
| Repository | Stars |
|---|---|
|
SciSharp/LLamaSharp
A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently.
|
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microsoft/Generative-AI-for-beginners-dotnet
Five lessons, learn how to really apply AI to your .NET Applications
|
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Azure-Samples/eShopLite
eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.
|
| Version | Downloads | Last Updated | |
|---|---|---|---|
| 0.98.250508.3 | 125,743 | 5/9/2025 | |
| 0.98.250324.1 | 78,655 | 3/24/2025 | |
| 0.98.250323.1 | 6,728 | 3/24/2025 | |
| 0.97.250211.1 | 102,564 | 2/11/2025 | |
| 0.96.250120.1 | 26,268 | 1/20/2025 | |
| 0.96.250116.1 | 6,489 | 1/16/2025 | |
| 0.96.250115.1 | 4,951 | 1/15/2025 | |
| 0.95.241216.2 | 48,808 | 12/17/2024 | |
| 0.95.241216.1 | 3,297 | 12/16/2024 | |
| 0.94.241201.1 | 33,822 | 12/1/2024 | |
| 0.93.241118.1 | 41,899 | 11/19/2024 | |
| 0.92.241112.1 | 44,044 | 11/12/2024 | |
| 0.91.241101.1 | 18,170 | 11/1/2024 | |
| 0.91.241031.1 | 38,010 | 10/31/2024 | |
| 0.90.241021.1 | 28,680 | 10/22/2024 | |
| 0.90.241020.3 | 5,486 | 10/20/2024 | |
| 0.80.241017.2 | 4,646 | 10/17/2024 | |
| 0.79.241014.2 | 8,224 | 10/14/2024 | |
| 0.79.241014.1 | 551 | 10/14/2024 | |
| 0.78.241007.1 | 7,291 | 10/8/2024 | |
| 0.78.241005.1 | 4,370 | 10/6/2024 | |
| 0.77.241004.1 | 854 | 10/5/2024 | |
| 0.76.240930.3 | 10,427 | 9/30/2024 | |
| 0.75.240924.1 | 25,301 | 9/24/2024 | |
| 0.74.240919.1 | 7,699 | 9/19/2024 | |
| 0.73.240906.1 | 27,421 | 9/7/2024 | |
| 0.72.240904.1 | 6,287 | 9/5/2024 | |
| 0.71.240820.1 | 53,389 | 8/21/2024 | |
| 0.70.240803.1 | 31,930 | 8/3/2024 | |
| 0.69.240727.1 | 17,509 | 7/27/2024 | |
| 0.68.240722.1 | 4,461 | 7/22/2024 | |
| 0.68.240716.1 | 4,037 | 7/16/2024 | |
| 0.67.240712.1 | 2,542 | 7/12/2024 | |
| 0.66.240709.1 | 8,810 | 7/9/2024 | |
| 0.65.240620.1 | 39,007 | 6/21/2024 | |
| 0.64.240619.1 | 2,352 | 6/20/2024 | |
| 0.63.240618.1 | 3,516 | 6/18/2024 | |
| 0.62.240605.1 | 33,374 | 6/5/2024 | |
| 0.62.240604.1 | 917 | 6/4/2024 | |
| 0.61.240524.1 | 16,247 | 5/24/2024 | |
| 0.61.240519.2 | 14,227 | 5/19/2024 | |
| 0.60.240517.1 | 1,135 | 5/18/2024 | |
| 0.51.240513.2 | 13,877 | 5/13/2024 | |
| 0.50.240504.7 | 7,644 | 5/4/2024 | |
| 0.40.240430.1 | 4,336 | 5/1/2024 | |
| 0.39.240426.1 | 7,073 | 4/27/2024 | |
| 0.38.240424.2 | 2,685 | 4/24/2024 | |
| 0.38.240424.1 | 214 | 4/24/2024 | |
| 0.37.240423.2 | 2,039 | 4/24/2024 | |
| 0.37.240423.1 | 230 | 4/23/2024 | |
| 0.36.240416.1 | 20,134 | 4/16/2024 | |
| 0.36.240415.1 | 3,489 | 4/15/2024 | |
| 0.36.240412.1 | 352 | 4/12/2024 | |
| 0.35.240318.2 | 84,018 | 3/18/2024 | |
| 0.34.240313.1 | 30,787 | 3/13/2024 | |
| 0.33.240312.2 | 821 | 3/12/2024 | |
| 0.33.240312.1 | 248 | 3/12/2024 | |
| 0.32.240307.1 | 6,588 | 3/7/2024 | |
| 0.31.240305.4 | 272 | 3/6/2024 | |
| 0.30.240227.1 | 30,139 | 2/28/2024 | |
| 0.29.240219.3 | 10,012 | 2/20/2024 | |
| 0.29.240219.2 | 235 | 2/20/2024 | |
| 0.28.240212.1 | 8,350 | 2/13/2024 | |
| 0.27.240205.2 | 5,750 | 2/5/2024 | |
| 0.26.240104.1 | 34,955 | 1/5/2024 | |
| 0.25.240103.1 | 507 | 1/4/2024 | |
| 0.24.231228.5 | 2,800 | 12/29/2023 | |
| 0.24.231228.4 | 1,790 | 12/29/2023 | |
| 0.23.231224.1 | 21,870 | 12/24/2023 | |
| 0.23.231221.1 | 1,534 | 12/22/2023 | |
| 0.23.231219.1 | 2,970 | 12/20/2023 | |
| 0.22.231217.1 | 271 | 12/18/2023 | |
| 0.21.231214.1 | 353 | 12/15/2023 | |
| 0.20.231212.1 | 1,141 | 12/13/2023 | |
| 0.19.231211.1 | 2,580 | 12/11/2023 |