You want it in a chat with other tools and intelligence so that you can give softer preferences and for it to judge reviews and the like. Perhaps even look at the room layout and photos to see if it is something you would like. There are good reasons to surround the tool you describe with AI.
I don't think such massive amounts of text should be parsed at runtime. Hotels can have 100s or 1000s of reviews. We batch created attributes for hotels based on reviews, and when a semantic search was run, those attributes were matched.
