LM-Kit.NET のリリース

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.

Released: Aug 8, 2025

2025.8.2 での更新項目

機能

  • Introduced the Configuration.FavorDistributedInference property.
  • Added the TargetLanguage property to the Summarizer class.
  • Added the TargetLanguage property to the KeywordExtraction class.
  • Added the RemoveLoraAdapter method to the LM class.
  • Added support for OpenAI gpt-oss models.
  • Added a model card for gptoss:20b.
  • Optimized dynamic sampling mechanisms.
  • Enhanced runtime loading strategy.
  • General performance enhancements.
  • Improved the summarizer and keyword extraction engines introducing...

Released: Aug 2, 2025

2025.8.1 での更新項目

機能

  • Optimized dynamic sampling mechanisms.
  • Enhanced runtime loading strategy.
  • General performance enhancements.

Released: Jul 25, 2025

2025.7.5 での更新項目

機能

  • Introduced the TesseractOcrEngine class.
  • Optimized dynamic sampling mechanisms.

Released: Jul 17, 2025

2025.7.4 での更新項目

機能

  • Added Dynamic LoRA Adapter Loading support.
  • Introduced the LoraAdapter class.
  • Introduced the Adapters property to the LM class.
  • Improved multi-threading support for multimodal inference.

Released: Jul 10, 2025

2025.7.3 での更新項目

機能

  • Added support for SmolLM 3 models family.
  • Added model card for smollm3:3b.
  • Introduced the ExtractionProfiler class.