Released: Jun 19, 2025

Updates in 2025.6.4

Features

• Added the PageElement property to the OcrResult class.
• Added the Guidance property to the PiiExtraction class.
• Added the Guidance property to the NamedEntityRecognition class.
• Minor extraction improvements.

Released: Jun 17, 2025

Updates in 2025.6.3

Features

• Added the InnerElements property to the TextExtractionResultElement class.
• Introduced the PageElement class.
• Introduced the TextElement class.
• Added SetText method overload to the Attachment class taking PageElement as parameter.
• Improved overall extraction accuracy.

Fixes

• Fixed txt file loading issue from the Attachment class.

Released: Jun 10, 2025

Updates in 2025.6.2

Features

• Introduced the NamedEntityRecognition class.
• Introduced the NamedEntityRecognition.EntityDefinition class.
• Introduced the NamedEntityRecognition.ExtractedEntity class.
• Introduced the NamedEntityRecognition.NamedEntityType enumeration.
• Introduced the PiiExtraction class.
• Introduced the PiiExtraction.PiiExtraction class.
• Introduced the PiiExtraction.PiiExtractedEntity class.
• Introduced the PiiExtraction.PiiEntityType enumeration.
• Added the Timeout property to the TextractOcr class...

Released: Jun 2, 2025

Updates in 2025.6.1

Features

• Added support for multimodal classification and extraction.
• Added the Title and Description properties to the TextExtraction class.
• Added the OcrEngine property to the TextExtraction class.
• Added the MaxInputTokens property to the Categorization class.
• Added the HasText property to the Attachment class.
• Added the CreateFromText and DetectMimeType static methods to the Attachment class.
• Added the SetText methods to the Attachment class.
• Added the Path property to the Attachment class...

Released: May 25, 2025

Updates in 2025.5.5

Features

• Added model cards for qwen2.5-vl:32b.
• Added the TrimStart property to the TextExtractionElementFormat class.
• Added support for more CUDA devices.
• Reduced memory usage when handling large context.
• Improved overall extraction accuracy.

Released: May 20, 2025

Updates in 2025.5.4

Features

• Made various speed and memory usage improvements.

Fixes

• Fixed a model-loading issue that occurred under rare conditions.

Released: May 20, 2025

Updates in 2025.5.3

Features

• Improved overall extraction accuracy.
• Introduced the TextExtractionElementFormat.PredefinedStringFormat enumeration.
• Added the FormatHint property to the TextExtractionElementFormat class.
• Added the IsRequired property to the TextExtractionElementFormat class.
• Added the EnableBackendLogging property to the Runtime class.

Released: May 13, 2025

Updates in 2025.5.2

Features

• Added model cards for bge-m3 and bge-m3-reranker.
• Introduced the Reranker class.
• Introduced the RagEngine.RagReranker class.
• Added the Reranker property to the RagEngine class.
• Added new RagEngine constructor for multimodal RAG.
• Added FindMatchingPartitions and FindMatchingPartitionsAsync method overloads to the RagEngine class taking attachment as parameter.
• Added the DefaultImagePayloadPix property to the RagEngine class.
• Added RerankedScore and RawSimilarity properties to the...

Released: May 5, 2025

Updates in 2025.5.1

Features

• Added support for Qwen 2.5 VL and Pixtral model families.
• Added model cards for pixtral, qwen2.5-vl:3b and qwen2.5-vl:7b.
• Improved inference of vision models.
• Improved inference of LLama 4 models.

Released: Apr 30, 2025

Updates in 2025.4.13

Features

• Added model cards for Alibaba Qwen3 (qwen3:0.6b, qwen3:1.7b, qwen3:4b, qwen3:8b and qwen3:14b).
• Added the DisableReasoning property to the SingleTurnConversation class.
• Added the DisableReasoning property to the MultiTurnConversation class.
• Added the HasReasoningSupport member to the TemplateFormatFlags enumeration.
• Added the HasReasoning property to the LM class.
• Improved translation engine precision with small models.