Great release,

1. How do you decide whether to cache the data into a vector database or fetch it on runtime using a tool call ?

2. Slowly all players like Open AI / Claude are trying to provide a somewhat equivalent offering of connecting your workspaces and then providing search on top of it either via direct integrations / mcp servers, how do you see that spanning out ?