Finding a good book isn’t always easy, especially when algorithms don’t understand what you’re really in the mood for. Traditional recommendation systems tend to miss the mark, overlooking the subtle preferences that shape our reading choices. IPAI (from the Shona word “to give”) steps in as your personal librarian: a conversational book recommendation assistant that gets what you’re looking for and finds it fast. Using natural language processing, it offers tailored suggestions through human-like dialogue, making book discovery feel less like a chore and more like a conversation with the local librarian.