GraphRag.Net
0.1.33
See the version list below for details.
dotnet add package GraphRag.Net --version 0.1.33
NuGet\Install-Package GraphRag.Net -Version 0.1.33
<PackageReference Include="GraphRag.Net" Version="0.1.33" />
<PackageVersion Include="GraphRag.Net" Version="0.1.33" />
<PackageReference Include="GraphRag.Net" />
paket add GraphRag.Net --version 0.1.33
#r "nuget: GraphRag.Net, 0.1.33"
#:package GraphRag.Net@0.1.33
#addin nuget:?package=GraphRag.Net&version=0.1.33
#tool nuget:?package=GraphRag.Net&version=0.1.33
GraphRag for .NET –这是一个参考GraphRag的DotNet简易实现。
基于微软在论文中提到的实现思路,执行过程GraphRAG主要实现了如下功能:
Source Documents → Text Chunks:将源文档分割成文本块。
Text Chunks → Element Instances:从每个文本块中提取图节点和边的实例。
Element Instances → Element Summaries:为每个图元素生成摘要。
Element Summaries → Graph Communities:使用社区检测算法将图划分为社区。
Graph Communities → Community Summaries:为每个社区生成摘要。
Community Summaries → Community Answers → Global Answer: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。
商务需求联系微信xuzeyu91
| Product | Versions Compatible and additional computed target framework versions. |
|---|---|
| .NET | net6.0 is compatible. 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 is compatible. 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 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. 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. |
-
net6.0
- Microsoft.SemanticKernel (>= 1.17.1)
- Microsoft.SemanticKernel.Connectors.Postgres (>= 1.17.1-alpha)
- Microsoft.SemanticKernel.Connectors.Sqlite (>= 1.17.1-alpha)
- Microsoft.SemanticKernel.Core (>= 1.17.1)
- Microsoft.SemanticKernel.Plugins.Core (>= 1.17.1-alpha)
- Microsoft.SemanticKernel.Plugins.Memory (>= 1.17.1-alpha)
- Polly (>= 8.5.0)
- SqlSugarCore (>= 5.1.4.171)
-
net7.0
- Microsoft.SemanticKernel (>= 1.17.1)
- Microsoft.SemanticKernel.Connectors.Postgres (>= 1.17.1-alpha)
- Microsoft.SemanticKernel.Connectors.Sqlite (>= 1.17.1-alpha)
- Microsoft.SemanticKernel.Core (>= 1.17.1)
- Microsoft.SemanticKernel.Plugins.Core (>= 1.17.1-alpha)
- Microsoft.SemanticKernel.Plugins.Memory (>= 1.17.1-alpha)
- Polly (>= 8.5.0)
- SqlSugarCore (>= 5.1.4.171)
-
net8.0
- Microsoft.SemanticKernel (>= 1.17.1)
- Microsoft.SemanticKernel.Connectors.Postgres (>= 1.17.1-alpha)
- Microsoft.SemanticKernel.Connectors.Sqlite (>= 1.17.1-alpha)
- Microsoft.SemanticKernel.Core (>= 1.17.1)
- Microsoft.SemanticKernel.Plugins.Core (>= 1.17.1-alpha)
- Microsoft.SemanticKernel.Plugins.Memory (>= 1.17.1-alpha)
- Polly (>= 8.5.0)
- SqlSugarCore (>= 5.1.4.171)
NuGet packages (1)
Showing the top 1 NuGet packages that depend on GraphRag.Net:
| Package | Downloads |
|---|---|
|
Serina.Ai.Engine
Serina Ai Engine based on Semantic Pipelines with advanced memory management using graph DB. Allows build flexible Ai Agents with skills memory and background worker.. |
GitHub repositories
This package is not used by any popular GitHub repositories.
| Version | Downloads | Last Updated |
|---|---|---|
| 0.2.0 | 2,205 | 8/14/2025 |
| 0.1.34 | 297 | 3/9/2025 |
| 0.1.33 | 250 | 3/8/2025 |
| 0.1.32 | 263 | 1/26/2025 |
| 0.1.31 | 187 | 1/26/2025 |
| 0.1.30 | 327 | 10/20/2024 |
| 0.1.29 | 204 | 9/29/2024 |
| 0.1.28 | 279 | 8/28/2024 |
| 0.1.27 | 267 | 8/20/2024 |
| 0.1.26 | 219 | 8/19/2024 |
| 0.1.25 | 219 | 8/16/2024 |
| 0.1.24 | 214 | 8/16/2024 |
| 0.1.23 | 219 | 8/16/2024 |
| 0.1.22 | 213 | 8/15/2024 |
| 0.1.21 | 207 | 8/15/2024 |
| 0.1.20 | 212 | 8/15/2024 |
| 0.1.20-dev4 | 185 | 8/15/2024 |
| 0.1.20-dev3 | 194 | 8/15/2024 |
| 0.1.20-dev2 | 203 | 8/15/2024 |
| 0.1.20-dev1 | 197 | 8/15/2024 |