GraphRag.Net
0.1.0
There is a newer version of this package available.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 GraphRag.Net --version 0.1.0
NuGet\Install-Package GraphRag.Net -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="GraphRag.Net" Version="0.1.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add GraphRag.Net --version 0.1.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: GraphRag.Net, 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.
// Install GraphRag.Net as a Cake Addin #addin nuget:?package=GraphRag.Net&version=0.1.0 // Install GraphRag.Net as a Cake Tool #tool nuget:?package=GraphRag.Net&version=0.1.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
这是一个参考GraphRag的dotnet简单实现
基于微软在论文中提到的实现思路，GraphRAG的执行过程主要实现了如下功能：
源文档→文本块：将源文档分割成文本块。 Text Chunks → Element Instances：从每个文本块中取出图节点和边的实例。 元素实例 → 元素摘要：为每个图元素生成摘要。 元素摘要→图社区：使用社区检测算法将图划分为社区。 图谱社区 → 社区摘要：为每个社区生成摘要。 社区摘要→社区答案→全局答案：使用社区摘要生成局部答案，然后汇总这些局部答案以生成全局答案。 本项目为演示示例，仅用于学习GraphRAG思路。
| Product | Versions Compatible and additional computed target framework versions. |
|---|---|
| .NET | net8.0 is compatible. 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. |
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
-
net8.0
- AutoMapper (>= 8.1.0)
- Microsoft.SemanticKernel (>= 1.16.0)
- Microsoft.SemanticKernel.Connectors.Postgres (>= 1.16.0-alpha)
- Microsoft.SemanticKernel.Connectors.Sqlite (>= 1.16.0-alpha)
- Microsoft.SemanticKernel.Core (>= 1.16.0)
- Microsoft.SemanticKernel.Planners.Handlebars (>= 1.16.0-preview)
- Microsoft.SemanticKernel.Planners.OpenAI (>= 1.16.0-preview)
- Microsoft.SemanticKernel.Plugins.Core (>= 1.16.0-alpha)
- Microsoft.SemanticKernel.Plugins.Memory (>= 1.16.0-alpha)
- Newtonsoft.Json (>= 13.0.3)
- SqlSugarCore (>= 5.1.4.166)
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 |
|---|---|---|
| 0.1.28 | 98 | 8/28/2024 |
| 0.1.27 | 126 | 8/20/2024 |
| 0.1.26 | 92 | 8/19/2024 |
| 0.1.25 | 100 | 8/16/2024 |
| 0.1.24 | 92 | 8/16/2024 |
| 0.1.23 | 89 | 8/16/2024 |
| 0.1.22 | 82 | 8/15/2024 |
| 0.1.21 | 88 | 8/15/2024 |
| 0.1.20 | 87 | 8/15/2024 |
| 0.1.20-dev4 | 73 | 8/15/2024 |
| 0.1.20-dev3 | 78 | 8/15/2024 |
| 0.1.20-dev2 | 80 | 8/15/2024 |
| 0.1.20-dev1 | 81 | 8/15/2024 |
| 0.1.19 | 77 | 8/15/2024 |
| 0.1.18 | 84 | 8/14/2024 |
| 0.1.17 | 82 | 8/14/2024 |
| 0.1.15 | 88 | 8/13/2024 |
| 0.1.14 | 81 | 8/13/2024 |
| 0.1.13 | 90 | 8/13/2024 |
| 0.1.12 | 88 | 8/13/2024 |
| 0.1.11 | 86 | 8/8/2024 |
| 0.1.10 | 90 | 8/8/2024 |
| 0.1.9 | 93 | 8/8/2024 |
| 0.1.8 | 81 | 8/7/2024 |
| 0.1.7 | 69 | 8/6/2024 |
| 0.1.6 | 55 | 8/5/2024 |
| 0.1.5 | 49 | 8/5/2024 |
| 0.1.4 | 49 | 7/27/2024 |
| 0.1.3 | 57 | 7/27/2024 |
| 0.1.2 | 59 | 7/26/2024 |
| 0.1.1 | 50 | 7/26/2024 |
| 0.1.0 | 56 | 7/26/2024 |