ADS 2.12.4

• Upgraded automlx to 24.4.0.
• Added support to input DSN in ADW secret to allow for TLS connections.
• Introduced enhancements for AI Quick Actions to support BYOC deployment of embedding models, and additional APIs to update user created models and deployments.

ADS 2.12.3

• Added support for private endpoint for Model Deployment.
• Removed tag validation for filtering AI Quick Actions models.
• Added support for BYOC deployment for embedding models via Text Embedding Inference for AI Quick Actions.
• Fixed bugs for GGUF model registration for AI Quick Actions.
• Updates for LLM integration for LangChain and documentation for LLM apps/agents deployment.

ADS 2.12.2

Introduced enhancements for AI Quick Actions.

ADS 2.12.1

Fixed bugs and introduced enhancements for AI Quick Actions.

ADS 2.12.0

Updated LangChain integration to support chat model, streaming and async calls.

ADS 2.11.19

Fixed bugs and introduced enhancements for AI Quick Actions.

ADS 2.11.18

Added with_artifact() in ContainerRuntime class to support running container job with additional artifact.

ADS 2.11.17

• Integration with Huggingface repository

ADS 2.11.16

• Support for llama-cpp container for model deployment and evaluation via AI Quick Actions.
• Added web socket support for AI Quick Actions APIs.
• Added Recommender Operator, designed to provide personalized recommendations based on user behavior and preferences.
• Added apis with_image_digest and with_image_signature_id in ContainerRuntime class.
• Fixed pipeline run logging issue when service logging is not enabled.

ADS 2.11.15

• Fixed bugs and introduced enhancements for AI Quick Actions.