I'm working with Google Vertex AI and have an existing index where I need to update the vector count. What is the recommended approach for updating the vector count of an existing index? Is there a way to trigger this update without creating a new index, especially considering the compaction process and its timeline? Any insights or suggestions on managing this process efficiently would be greatly appreciated.
I have encountered this page but I'm not sure this updates the vector count or only specific data points.
Basically, I'm creating a network where users can upload images and it creates an embedding into my Google bucket and I want to update my Index with the bucket.