@Michael Flanagan Yeah so I was just simply following a tutorial on Youtube, let me link it too: https://youtu.be/PEI_ePNNfJQ?si=RX2jl04KQ0-ZCqGh All I am trying to do is replicate it to get my foot through the door and understand RAG agent development better. I was then met with this roadblock, let me know if we have a similar video available so I could follow that. I realized from watching the video that I might need to get the paid Supabase sup for the IPv4 connection to Postgres, but I can be wrong. So this was my experience, I am completely new and kinda unaware of the technical words too.