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@karstenheld3 karstenheld3 released this 09 Jun 18:02
· 73 commits to main since this release

Initial release (2025-06-09):

  • Authentication Management: Support for multiple authentication methods including Service Principals, Managed Identities, and API Keys, all configured in .env file. Functions to test authentication: test_access_with_api_key.py and test_access_with_service_principal.py.
  • List and manage stored files with test_file_listings.py: Functions for listing stored files with total storage and status (processed, cancelled, frozen, in_progress, completed) , vector stores (used and expired), assistants, and files NOT used in vector stores and assistants.
  • Cleanup with test_cleanup_operations.py: Tools for deleting expired and unused files to save cost, delete expired vector stores and unneeded assistants.
  • RAG demos with test_rag_operations.py: Code that demonstrates uploading files to vector stores with metadata extraction.
  • Vector store search demos with test_search_operations.py: Code that demonstrates vector store search, filtering and query rewrite.