Microsoft.KernelMemory.Abstractions
0.20.231212.1
Prefix Reserved
Suggested Alternatives
This package has a SemVer 2.0.0 package version: 0.20.231212.1+d68831e.
There is a newer version of this package available.
See the version list below for details.
See the version list below for details.
dotnet add package Microsoft.KernelMemory.Abstractions --version 0.20.231212.1
NuGet\Install-Package Microsoft.KernelMemory.Abstractions -Version 0.20.231212.1
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="0.20.231212.1" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add Microsoft.KernelMemory.Abstractions --version 0.20.231212.1
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: Microsoft.KernelMemory.Abstractions, 0.20.231212.1"
#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.
// Install Microsoft.KernelMemory.Abstractions as a Cake Addin #addin nuget:?package=Microsoft.KernelMemory.Abstractions&version=0.20.231212.1 // Install Microsoft.KernelMemory.Abstractions as a Cake Tool #tool nuget:?package=Microsoft.KernelMemory.Abstractions&version=0.20.231212.1
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. |
| .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 (>= 8.0.0)
- Microsoft.Extensions.Configuration (>= 8.0.0)
- Microsoft.Extensions.Configuration.Json (>= 8.0.0)
- Microsoft.Extensions.Hosting (>= 8.0.0)
- Microsoft.Extensions.Logging.Abstractions (>= 8.0.0)
- Microsoft.SemanticKernel.Abstractions (>= 1.0.0-rc3)
- System.Memory.Data (>= 8.0.0)
- System.Numerics.Tensors (>= 8.0.0)
- System.Text.Json (>= 8.0.0)
NuGet packages (38)
Showing the top 5 NuGet packages that depend on Microsoft.KernelMemory.Abstractions:
| Package | Downloads |
|---|---|
|
Microsoft.KernelMemory.Core
The package contains the 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.MemoryDb.Qdrant
Qdrant connector for Microsoft Kernel Memory, to store and search memory using Qdrant vector indexing and Qdrant features. |
GitHub repositories (1)
Showing the top 1 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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| Version | Downloads | Last updated | |
|---|---|---|---|
| 0.93.241118.1 | 500 | 11/19/2024 | |
| 0.92.241112.1 | 3,027 | 11/12/2024 | |
| 0.91.241101.1 | 9,188 | 11/1/2024 | |
| 0.91.241031.1 | 2,450 | 10/31/2024 | |
| 0.90.241021.1 | 11,562 | 10/22/2024 | |
| 0.90.241020.3 | 1,083 | 10/20/2024 | |
| 0.80.241017.2 | 2,509 | 10/17/2024 | |
| 0.79.241014.2 | 2,095 | 10/14/2024 | |
| 0.79.241014.1 | 185 | 10/14/2024 | |
| 0.78.241007.1 | 3,927 | 10/8/2024 | |
| 0.78.241005.1 | 835 | 10/6/2024 | |
| 0.77.241004.1 | 298 | 10/5/2024 | |
| 0.76.240930.3 | 5,377 | 9/30/2024 | |
| 0.75.240924.1 | 6,378 | 9/24/2024 | |
| 0.74.240919.1 | 4,068 | 9/19/2024 | |
| 0.73.240906.1 | 24,004 | 9/7/2024 | |
| 0.72.240904.1 | 3,346 | 9/5/2024 | |
| 0.71.240820.1 | 25,226 | 8/21/2024 | |
| 0.70.240803.1 | 23,606 | 8/3/2024 | |
| 0.69.240727.1 | 11,819 | 7/27/2024 | |
| 0.68.240722.1 | 3,325 | 7/22/2024 | |
| 0.68.240716.1 | 2,862 | 7/16/2024 | |
| 0.67.240712.1 | 2,067 | 7/12/2024 | |
| 0.66.240709.1 | 6,572 | 7/9/2024 | |
| 0.65.240620.1 | 32,938 | 6/21/2024 | |
| 0.64.240619.1 | 1,146 | 6/20/2024 | |
| 0.63.240618.1 | 3,012 | 6/18/2024 | |
| 0.62.240605.1 | 22,588 | 6/5/2024 | |
| 0.62.240604.1 | 541 | 6/4/2024 | |
| 0.61.240524.1 | 14,044 | 5/24/2024 | |
| 0.61.240519.2 | 10,348 | 5/19/2024 | |
| 0.60.240517.1 | 255 | 5/18/2024 | |
| 0.51.240513.2 | 8,204 | 5/13/2024 | |
| 0.50.240504.7 | 6,682 | 5/4/2024 | |
| 0.40.240430.1 | 1,003 | 5/1/2024 | |
| 0.39.240426.1 | 5,701 | 4/27/2024 | |
| 0.38.240424.2 | 1,936 | 4/24/2024 | |
| 0.38.240424.1 | 69 | 4/24/2024 | |
| 0.37.240423.2 | 1,551 | 4/24/2024 | |
| 0.37.240423.1 | 89 | 4/23/2024 | |
| 0.36.240416.1 | 15,753 | 4/16/2024 | |
| 0.36.240415.1 | 2,440 | 4/15/2024 | |
| 0.36.240412.1 | 171 | 4/12/2024 | |
| 0.35.240318.2 | 49,543 | 3/18/2024 | |
| 0.34.240313.1 | 26,553 | 3/13/2024 | |
| 0.33.240312.2 | 618 | 3/12/2024 | |
| 0.33.240312.1 | 107 | 3/12/2024 | |
| 0.32.240307.1 | 5,534 | 3/7/2024 | |
| 0.31.240305.4 | 134 | 3/6/2024 | |
| 0.30.240227.1 | 20,633 | 2/28/2024 | |
| 0.29.240219.3 | 8,391 | 2/20/2024 | |
| 0.29.240219.2 | 95 | 2/20/2024 | |
| 0.28.240212.1 | 6,562 | 2/13/2024 | |
| 0.27.240205.2 | 5,358 | 2/5/2024 | |
| 0.26.240104.1 | 29,686 | 1/5/2024 | |
| 0.25.240103.1 | 362 | 1/4/2024 | |
| 0.24.231228.5 | 2,640 | 12/29/2023 | |
| 0.24.231228.4 | 869 | 12/29/2023 | |
| 0.23.231224.1 | 9,968 | 12/24/2023 | |
| 0.23.231221.1 | 1,193 | 12/22/2023 | |
| 0.23.231219.1 | 2,778 | 12/20/2023 | |
| 0.22.231217.1 | 191 | 12/18/2023 | |
| 0.21.231214.1 | 291 | 12/15/2023 | |
| 0.20.231212.1 | 1,053 | 12/13/2023 | |
| 0.19.231211.1 | 1,304 | 12/11/2023 |