XiHan.Framework.AI.VectorData
5.0.0-preview.2
Prefix Reserved
This is a prerelease version of XiHan.Framework.AI.VectorData.
dotnet add package XiHan.Framework.AI.VectorData --version 5.0.0-preview.2
NuGet\Install-Package XiHan.Framework.AI.VectorData -Version 5.0.0-preview.2
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="XiHan.Framework.AI.VectorData" Version="5.0.0-preview.2" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
<PackageVersion Include="XiHan.Framework.AI.VectorData" Version="5.0.0-preview.2" />
<PackageReference Include="XiHan.Framework.AI.VectorData" />
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 XiHan.Framework.AI.VectorData --version 5.0.0-preview.2
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: XiHan.Framework.AI.VectorData, 5.0.0-preview.2"
#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 XiHan.Framework.AI.VectorData@5.0.0-preview.2
#: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=XiHan.Framework.AI.VectorData&version=5.0.0-preview.2&prerelease
#tool nuget:?package=XiHan.Framework.AI.VectorData&version=5.0.0-preview.2&prerelease
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
XiHan.Framework.AI.VectorData
关于
XiHan.Framework.AI.VectorData 把 AI 知识库的存储接到 Microsoft.Extensions.VectorData 的 VectorStore 上,内存、Qdrant、pgvector、Redis、Azure AI Search 等任何连接器都能用。需要 RAG、语义检索时使用。
主要特性
- 按知识库集合建向量集合,余弦相似度检索
- 文档过滤下推到向量库,元数据过滤在进程内完成
- 健康项探测向量库是否应答,不可达时应用照常启动
如何使用
安装
dotnet add package XiHan.Framework.AI.VectorData --prerelease
使用
向量库连接器由应用选择并自行引用其包;还需要一个提供嵌入的模型(如 AI.OpenAI)。下例用内存连接器,只适合开发:
builder.Services.AddSingleton<VectorStore>(new InMemoryVectorStore());
builder.AddXiHan(xihan => xihan
.UseStandardProfile()
.UseFeature<OpenAIFeature>()
.UseFeature<VectorDataKnowledgeFeature>());
{ "XiHan": { "AI": { "Knowledge": { "Collection": "faq", "Dimensions": 768 } } } }
摄入与检索走 AI.Abstractions 的 IKnowledgeIngestor 与 IKnowledgeRetriever,不直接调用本包。
主要类型
此库提供的主要类型:
VectorDataKnowledgeFeature:启用入口VectorDataKnowledgeStore:IKnowledgeStore的实现VectorDataKnowledgeOptions:健康探测间隔等选项KnowledgeVectorRecord:向量记录
更多文档
相关包
- AI 抽象:XiHan.Framework.AI.Abstractions
- OpenAI 兼容模型:XiHan.Framework.AI.OpenAI
反馈与贡献
XiHan.Framework.AI.VectorData 以 MIT 许可证 开源。欢迎到 GitHub 仓库 提交问题和贡献。
| 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
- Microsoft.Extensions.AI.Abstractions (>= 10.11.0)
- Microsoft.Extensions.Configuration.Abstractions (>= 10.0.14)
- Microsoft.Extensions.DependencyInjection.Abstractions (>= 10.0.14)
- Microsoft.Extensions.Diagnostics.Abstractions (>= 10.0.14)
- Microsoft.Extensions.Hosting.Abstractions (>= 10.0.14)
- Microsoft.Extensions.Logging.Abstractions (>= 10.0.14)
- Microsoft.Extensions.Options (>= 10.0.14)
- Microsoft.Extensions.VectorData.Abstractions (>= 10.11.0)
- System.Threading.RateLimiting (>= 10.0.14)
- XiHan.Framework.AI.Abstractions (>= 5.0.0-preview.2)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.
| Version | Downloads | Last Updated |
|---|---|---|
| 5.0.0-preview.2 | 40 | 11/6/2026 |
| 5.0.0-preview.1 | 47 | 11/4/2026 |