LM-Kit.NET のリリース

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.

Released: Sep 29, 2025

2025.9.3 での更新項目

機能

  • Introduced first version of a CUDA 13 Backend.
  • Introduced the TextRegion class.
  • Introduced the TextOutputMode enumeration.
  • Added the GetText method to the PageElement class.
  • Introduced the ITool class.
  • Introduced the ToolRegistry class.
  • Introduced the ToolCallPolicy class.
  • Introduced the ToolChoice enumeration.
  • Introduced the ToolCallResultType enumeration.
  • Introduced the ToolCall class.
  • Introduced the ToolCallResult class.
  • Introduced the MCPTool class.
  • Introduced the MCPClient class...

Released: Sep 10, 2025

2025.9.2 での更新項目

機能

  • Introduced the LayoutSearchEngine class.
  • Added support for Gemma embedding models.
  • Added model card for embeddinggemma-300m.
  • Improved overall extraction accuracy.

Released: Sep 9, 2025

2025.9.1 での更新項目

機能

  • Added the Bounds property to the TextExtractionResultElement class.
  • Added the GetValue, TryGetValue, Get, TryGet and GetAll methods to the TextExtractionResult class.
  • Introduced the Rectangle class.
  • Introduced the Quadrilateral class.
  • Introduced the IBounds, IPoint, ISize and IVector2D interfaces.
  • Introduced the ILayoutElement interface.
  • Introduced the ParagraphElement class.
  • Introduced the LineElement class.
  • Added DetectLines and DetectParagraphs methods to the PageElement class.
  • Added...

Released: Aug 22, 2025

2025.8.4 での更新項目

機能

  • General performance enhancements.

Released: Aug 19, 2025

2025.8.3 での更新項目

機能

  • Introduced the ChatTrainingSample class.
  • Introduced the TrainingDataset class.
  • Added model card for gemma3:270m.
  • Added the SchemaDiscovery and SchemaDiscoveryAsync methods to the TextExtraction class.
  • Added the HasImageSegmentation property to the LM class.
  • Introduced the ImageSegmentation member to the ModelCapabilities enumeration.
  • Introduced the BackgroundDetection class.
  • Added model card for u2net.
  • Improved Categorization engine speed & accuracy.
  • General performance enhancements.