Released: Mar 1, 2025

2025.3.1 での更新項目

機能

• Added support for Phi-4 Mini models.
• Added model cards for Phi-4 Mini and Deepseek R1.
• Added RemoveDataSource overloads to the RagEngine class to remove a DataSource from an identifier.
• Added RemoveSection method to the DataSource class.
• Improvements to generic classification accuracy and speed.

Released: Feb 26, 2025

2025.2.4 での更新項目

機能

• Improved inference with various model families such as Granite, Mistral, Monarch, Orion, MiniCPM, and GigaChat.
• Improved language detection accuracy.
• Minor performance improvements of the inference system.
• Added new constructor to the Attachment class to support stream input.
• Added ExtractKeywords and ExtractKeywordsAsync overloads to the KeywordExtraction class to extract keywords from image attachments.
• Added Summarize and SummarizeAsync overloads to the Summarizer class to produce summary...

Released: Feb 19, 2025

2025.2.3 での更新項目

機能

• Introduced the AgentMemory class.
• Introduced the MemoryRecallEventArgs class.
• Introduced the TopNSigmaSampling class.
• Added Memory property to the MultiTurnConversation class.
• Added MaximumRecallTokens property to the MultiTurnConversation class.
• Added MemoryRecall event to the MultiTurnConversation class.
• Added DownloadAsync method to the ModelCard class.
• Added LogCallback event to the Runtime class.
• Improved RAG engine accuracy and speed.
• Optimized dynamic sampling mechanisms.

Released: Feb 12, 2025

2025.2.2 での更新項目

機能

• Added ModelID property to the ModelCard class.
• Added GetPredefinedModelCardByModelID method to the ModelCard class.
• Added LoadFromModelID static method to the LM class.
• Added ModelUri property to the LM class.
• Added ImportTextAsync method to the RagEngine class.
• Added ImportTextFromFileAsync method to the RagEngine class.
• Improved internal context caching strategy.

Released: Feb 4, 2025

2025.2.1 での更新項目

機能

• Added model card for Mistral Small Instruct 2501.
• Created a new open-source assembly bridging Microsoft SemanticKernel and LM-Kit.NET.
• Improved inference of MiniCPM engine.

Released: Jan 30, 2025

2025.1.10 での更新項目

機能

• Added WebP and TIFF image support to Attachment.
• Minor performance improvements of the inference system.

Released: Jan 27, 2025

2025.1.9 での更新項目

機能

• Enhanced compatibility with .NET Framework 4.6.2 apps.
• Enhanced backend management mechanism.

Released: Jan 26, 2025

2025.1.8 での更新項目

機能

• Enhanced compatibility with .NET Framework 4.6.2 apps.
• Minor performance improvements for the Vulkan backend.

Released: Jan 24, 2025

2025.1.7 での更新項目

機能

• Improved speed and accuracy of vision models inference.

不具合の修正

• Fixed a memory leak during image eval using MiniCPM models.

Released: Jan 22, 2025

2025.1.6 での更新項目

機能

• Added support for the MiniCPM-O model.
• Added ReplacementModel property to the ModelCard class.
• Improved speed and accuracy of vision models inference for content retrieval.

不具合の修正

• Resolved a crash when regenerating responses using MiniCPM models.
• Fixed a memory leak with VLM disposal.