Compatibility Notes

• [foundation-models] Adjust AzureOpenAiEmbeddingOutput type to include multiple embedding responses as opposed to one. (99498cd)

New Functionality

• [foundation-models] Add convenience method to access all embeddings in an Azure OpenAI response (AzureOpenAiEmbeddingResponse). (99498cd)

Fixed Issues

• [langchain] Fix performance issues when creating embeddings for split documents by sending all documents in one request instead of splitting it up in separate requests. (99498cd)

Compatibility Notes

• [ai-api] Move modelsGet() from ModelApi to ScenarioApi, and remove ModelAPI. (5bd2e4d)

New Functionality

• [orchestration] Add support for the data masking capabilities of the orchestration service. (a1105d9)

Improvements

• [ai-api] Add kubesubmitV4ResourceQuotaGetDeploymentQuota() function in DeploymentApi to get details about quota and usage for deployments. Additionally introduce two new types BckndDeploymentQuotaItem and BckndDeploymentResourceQuotaResponse. (5bd2e4d)

Fixed Issues

• [ai-api] Fix AiExecutionModificationResponseList type to correctly represent an array of responses or errors. (5bd2e4d)
• [ai-api, core, foundation-models, langchain, orchestration] Fix sending the correct resource group headers when custom resource group is set. (771f986)
• [ai-api, core, foundation-models, langchain, orchestration] Fix missing and unused dependencies. (506a1e4)
• [foundation-models] Fix index-based data access in embedding response. Previously, the 0th index data was always returned. (3cbfdc7)
• [langchain] Fix auto completion for Azure OpenAI Embedding models. (5a977da)
• [langchain] Fix LangChain types for proper IDE auto completion. (8cda2de)

New Functionality

• [ai-api] Provide an HTTP wrapper to consume the AI Core Rest APIs. It is powered by the SAP Cloud SDK OpenAPI generator. (ba9133b)
• [foundation-models] Offer an OpenAI client to consume Azure OpenAI models for chat completion and embeddings via generative AI hub of SAP AI Core. (ba9133b)
• [langchain] Support using the LangChain framework for consuming Azure OpenAI models from generative AI hub of SAP AI Core. (ba9133b)
• [orchestration] Introduce orchestration client for consuming the following features of the orchestration service:
  • harmonized LLM access via orchestration
  • client side prompt templates
  • content filtering (ba9133b)

SAP Cloud SDK for AI Beta release

This is an early alpha release for testing purposes only, please do not use it in production!