I was thinking of making one of those point and click room escape games like the old flash ones, but I was wondering if it fit the theme of "adventure" especially since it's all indoors.

Yes, I would say they are adventure games. They tend to skew more toward the puzzle game side many times, with often little story, but I think they count as adventure games.