There’s 2 community made adapter boards coming out with NVME, and other features. They will be availible from the makers websites. Here’s the thread of one of them.
Trixie is the new version of Debian, Bookworm will still receive software updates from RPi and kernel updates from me through APT. Just not any more images but Bookworm will still be good for a while.