The most common and most likely answer to this crossword clue is the 3 plus 4 letter word CAT CAFE
I've seen this crossword clue in The Guardian
C
A
T
C
A
F
E
Buddy explains!
The straight part
We know that "Perhaps Siamese, but not Thai food, here" is the straight/definition part of the clue. The straight part is often a synonym or definition, in this case perhaps siamese, but not thai food, here = cat cafe.The cryptic/wordplay part
In cryptic crossword there's often an wordplay/cryptic part as well.This part involves a more complex hint, such as an anagram, homophone, hidden word, etc.
Sadly, We don't have an explanation for this specific crossword clue yet.