Hello Dev, Vector databases like Waveiate are utilized in GenAI-based applications to store vector data in numeric format, supporting CRUD operations. Write-ahead logging (WAL) is employed to capture any changes made to the vector databases. For streaming-based applications, it's uncertain if tracking changes in vector classes and objects is significant. However, incorporating CDC (Change Data Capture) connectors can enhance processing capabilities for vector data in streaming applications, especially for LLM-based applications focused on data ingestion.
https://lnkd.in/gByTZYDY Thoughts? Note: all RDBMS are introducing support for vector data.
