LM-Kit.NET のリリース

Released: Dec 13, 2025

2025.12.4 での更新項目

機能

  • General performance enhancements.
  • Improved task accuracy with Ministral models.
  • Improved accuracy of the VlmOcr engine.

不具合の修正

  • Fixed unsupported Unicode characters in TextExtractionElement.Name.

Released: Dec 8, 2025

2025.12.2 での更新項目

機能

  • Introduced the VlmOcr class.
  • Added support for LightOnOCR model.
  • Added model cards for qwen3-vl:30b and lightonocr1025:1b.
  • General performance enhancements.
  • Voice activity detection accuracy improvements.
  • Embedding performance enhancements.

Released: Dec 3, 2025

2025.12.1 での更新項目

機能

  • Added Message constructor overloads taking attachment as parameter.
  • Added Expand method overload to the Rectangle class, allowing asymmetric expansion on each side.
  • Added support for Ministral V3 models.
  • Added model cards for ministral3:3b, ministral3:8b and ministral3:14b.
  • General performance enhancements.

Released: Nov 22, 2025

2025.11.3 での更新項目

機能

  • Added support for Qwen3 embedding models.
  • Added model cards for qwen3-embedding:0.6b, qwen3-embedding:4b, and qwen3-embedding:8b.
  • General performance enhancements.
  • Faster Vulkan backend.

Released: Nov 12, 2025

2025.11.2 での更新項目

機能

  • Added a native assembly targeting .NET 10.
  • General performance enhancements.

Released: Nov 5, 2025

2025.11.1 での更新項目

機能

  • Added model cards for qwen3-vl:2b, qwen3-vl:4b and qwen3-vl:8b.
  • General performance enhancements.
  • Improved the summarizer engine.

Released: Oct 24, 2025

2025.10.5 での更新項目

機能

  • Introduced the McpResource class.
  • Introduced the McpResourceContent class.
  • Introduced the McpPrompt class.
  • Introduced the McpPromptArgument class.
  • Introduced the McpPromptResult class.
  • Introduced the McpMessageRole enumeration.
  • Introduced the McpPromptMessage class
  • Introduced the McpPromptContent class.
  • Introduced the McpEmbeddedResource class.
  • Introduced the McpClientCapabilities and McpServerCapabilities enumerations.
  • Introduced the McpCatalogKind enumeration.
  • Added the ServerCapabilities...

Released: Oct 16, 2025

2025.10.4 での更新項目

機能

  • Introduced the LMFunctionToolBinder class.
  • Introduced the Agent.Tools.LMFunctionAttribute class.
  • Added model cards for magistral-small1.2.
  • Introduced the ReasoningLevel enumeration.
  • Added the ReasoningLevel property to the MultiTurnConversation class.
  • Introduced the ChatHistory.Message.MessageSegment class.
  • Added the Segments property to the ChatHistory.Message class.
  • Introduced the EntityAnnotation class.
  • Introduced the ExtractionTrainingDataset class.
  • Introduced the...

Released: Oct 9, 2025

2025.10.3 での更新項目

機能

  • Introduced the TextSegmentType enumeration.
  • Added the SegmentType property to the AfterTextCompletionEventArgs class.
  • Improved Tool calling support.
  • Improved MCP client support.

Released: Oct 6, 2025

2025.10.2 での更新項目

機能

  • Added model cards for granite4-h:3b and granite4-h:7b.
  • General performance enhancements.
  • Improved Tool calling support.
  • Optimized dynamic sampling mechanisms.