LM-Kit.NET のリリース
Released: Mar 24, 2025
2025.3.6 での更新項目
機能
- Added support for Mistral Small 3.1 model and added mistral-small-3.1 model card.
- Added the
GetText method to the Attachment class.
- Added HTML format support to the
Attachment class.
- Strong performance improvements for the Vulkan backend.
- Enhanced extraction accuracy in the structured text extraction engine.
- Reduced VRAM/RAM usage.
Released: Mar 17, 2025
2025.3.5 での更新項目
機能
- Added
HandleUnknownCategory property to the Categorization class.
- Added support for Gemma 3 vision.
- Improved inference with Gemma 3 models family.
- Improved internal context caching strategy.
- Improved inference speed.
Released: Mar 12, 2025
2025.3.4 での更新項目
機能
- Added support for Gemma 3 models family.
- Added model cards for Qwen QwQ 32B, Gemma 3 1B, Gemma 3 4B, Gemma 3 12B and Gemma 3 27B.
- Added the
Guidance property to the Categorization class.
Released: Mar 11, 2025
2025.3.3 での更新項目
機能
- Added
SetElementsFromJsonScheme method to the TextExtraction class.
- Added
IsVisionRequired property to the Attachment class.
- Added
GetTopCategories and GetTopCategoriesAsync property to the Categorization class.
- Added
GetBestCategoryAsync and GetTopCategoriesAsync overloads to the Categorization class to enable classification from image attachments.
Released: Mar 3, 2025
2025.3.2 での更新項目
機能
- Introduced the
MemoryType enumeration.
- Added
SaveInformation overloads to the AgentMemory class to specify the type of memory to record.
- Added
SaveInformationAsync overloads to the AgentMemory class to specify the type of memory to record.
- Added
GetMemoryType static method to the AgentMemory class.
- Added
GetDataSource method to the RagEngine class.
- Added
TryGetDataSource method to the RagEngine class.
- Added
Get method to the MetadataCollection class.
- Added
TryGet method to the...
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.
