Using Vector Datastore for more efficient tasks

[farazoman]

Hi all! I've been looking into vector store quite a bit recently and was wondering what are other's thoughts on implementing it to track roo's actions, but also the user's decisions. That way it can learn from the user and from itself.

For example, if I say curl terraform.com/datadog to get the resources available, it may take a few iterations until it can properly parse it out. Now presently, I would save that into a roo mode. But if we had a vector store, I imagine the next time it would realize to use the command that worked instead of going in loops trying to figure out what's the correct command.

Another use case I was imaginging, is that if I let auto-approve go, but then go back to roo saying something was incorrect or needs to be done differently, it would be able to learn from that, hopefully reducing the chances the user (myself) will have to tell it to correct itself.