I installed danswer and connected it to our internal systems to see how well it would work. And it was pretty bad. And I found that a lot of rag is applying AI

I installed danswer and connected it to our internal systems to see how well it would work. And it was pretty bad. And I found that a lot of rag is applying AI lipstick on a rudimentary keyword search pig. No “understanding” of raw data. I couldn’t ask it things like “is our SSH key policy in line with the latest NIST best practices” if the word SSH wasn’t in our key management policy, since it would just say I can’t find anything. It seems to me that the true power will only come with extremely large context windows because then we will actually apply “understanding” to our raw data.