LM-Kit.NET のリリース
Released: Apr 22, 2025
2025.4.10 での更新項目
機能
- Added support for running inference on ONNX models.
- Added the
HasImageEmbeddings property to the LM class.
- Introduced the
Summarizer.SummarizationIntent enumeration.
- Added the
Summarizer.Intent property to the Summarizer class.
- Added model cards for
nomic-embed-vision, granite3.3:2b and granite3.3:8b.
- Optimized dynamic sampling mechanisms.
- Added support for image embeddings.
- Added the
GetEmbeddings and GetEmbeddingsAsync overloads to the Embedder class to enable embeddings computation from...
Released: Apr 15, 2025
2025.4.9 での更新項目
機能
- Improved translation engine.
- Improved structured text extraction accuracy.
- Improved compatibility with JSON schemas for structured text extraction.
- Improved internal scheduler engine.
- Global speed improvement, up to 20%.
- Added GetTopCategories, GetTopCategoriesAsync, GetBestCategory and GetBestCategoryAsync overloads to the Categorization class to specify category descriptions.
Released: Apr 9, 2025
2025.4.7 での更新項目
機能
- Added the HasSection method to the DataSource class.
Released: Apr 9, 2025
2025.4.6 での更新項目
機能
- Introduced a new built-in vector database engine that permits handling small- to medium-sized vector collections on the file system without any dependency.
- Introduced the StorageMode enumeration.
- Added the DataSource.StorageMode property.
- Added the LoadFromFile and LoadFromFileAsync methods to the DataSource class.
- Added the OptimizeDataSource and OptimizeDataSourceAsync methods to the DataSource class.
- Added the CreateFileDataSource, CreateInMemoryDataSource, CreateVectorStoreDataSource and...
Released: Apr 2, 2025
2025.4.1 での更新項目
機能
- Introduced different DataSource storage modes, enabling storage of DataSource content directly in vector databases.
- Introduced a new collection of open-source assemblies to bridge external vector databases with LM-Kit.NET. Currently, Qdrant is supported.
- Introduced
IVectorStore interface.
- Introduced
PointEntry class.
- Added
CollectionChanged event to the MetadataCollection class.
- Added
PropertyChanged event to the MetadataCollection class.
- Added
AddOrReplace method to the MetadataCollection...
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...
