· Indexing overhead: Managing indexing for efficient querying of vector embeddings can add overhead and complexity to the implementation.
Azure SQL database: While not a pure vector database, Azure SQL offers extensions that enable vector capabilities. This can be a good option if you're already invested in the Azure ecosystem.
Pros
· Integration: Azure SQL integrates seamlessly with other Azure services and tools, simplifying development and management tasks.
· Security: Azure SQL provides built-in security features, including encryption, authentication, and access control, ensuring data integrity and confidentiality.