[BOX REQUEST] Pattern for leveraging AI Services in Batch

[MarcoABCardoso]

Request for a new Box for processing batches of data through one or more AI Services.

Example scenarios:

• Pulling data from Sharepoint API into Blob Storage and indexing into AI Search for RAG Pattern solution;
• Running audio files through Speech to extract transcriptions
• Running video files through Video Indexer

Proposed solution:

• A Data Factory workspace with sample pipelines for batch processing of data through different AI Services
• Standardized "azd up" provisioning and deployment
• Customizable set of AI Services, or a multi-service account