LM-Kit.NET のリリース

Released: Jan 31, 2026

2026.1.5 での更新項目

機能

  • Extended the LMKit.Agents namespace with comprehensive agent framework.
    • Core classes: Agent, AgentBuilder, AgentExecutor, AgentRegistry.
    • Configuration: AgentCapabilities, AgentIdentity, AgentExecutionOptions.
    • Execution tracking: AgentExecutionResult, AgentExecutionStatus.
  • Introduced the LMKit.Agents.Orchestration namespace.
    • IOrchestrator interface with PipelineOrchestrator, ParallelOrchestrator, RouterOrchestrator, and SupervisorOrchestrator implementations.
    • Supporting classes...

Released: Jan 27, 2026

2026.1.4 での更新項目

機能

  • Added model cards for whisper-large2 and devstral-small2.
  • Introduced the LMKit.Speech.Dictation namespace with Formatter, Command, CommandInfo, CommandMatch, and FormatterOptions classes for dictation text formatting.
  • Added the SuppressHallucinations property to the SpeechToText class.
  • Added the SuppressNonSpeechTokens property to the SpeechToText class.
  • Improved SpeechToText accuracy.

不具合の修正

  • Resolved compilation issue with MAUI for macOS.

Released: Jan 17, 2026

2026.1.3 での更新項目

機能

  • Introduced the NamedEntityRecognitionTrainingDataset class.
  • Improved confidence metrics computation.
  • Improved the target language support of the summarizer engine.

不具合の修正

  • Text attachments were not correctly processed in some tasks.

Released: Jan 11, 2026

2026.1.2 での更新項目

機能

  • Added the DeleteDocument and DeleteDocumentAsync methods to the DocumentRag class.
  • Added AddDataSource and AddDataSourceAsync overloads to the RagEngine class that load an existing DataSource from a vector store.
  • Added LoadWarnings and HasLoadWarnings properties to the DataSource class for inspecting sections that could not be read during partial loading.
  • Introduced the LoadWarning class.
  • Added model cards for nemotron3-nano and falcon-h1r:7b.
  • Added support for the LMKIT_MODELS_DIR...

Released: Jan 4, 2026

2026.1.1 での更新項目

機能

  • Added the ModelID property to the LM class.
  • Added PromptTokenCount and PromptProcessingRate properties to the TextGenerationResult class.
  • Added the GeneratedTokenCount property to the TextGenerationResult class.
  • Introduced the AttachmentReference class.
  • Added GetText and GetTextAsync overloads to the Attachment class that take a page range as a parameter.
  • Added the Structured and Auto members to the TextOutputMode enumeration.
  • Added SetText overloads to the Attachment class that accept a page...

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.