A closer look.
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A chat assistant for the Institute of Business Administration. It runs semantic search over IBA web data and community discussions, then answers questions about programs, faculty, admissions, and campus life. A paid tier adds higher limits and faster responses.
The challenge
Students dig through scattered web pages, PDFs, and group chats to answer basic questions about IBA. The information exists but sits across sources with no single place to ask.
The solution
We built a chat app on Next.js that runs semantic search over IBA web data and anonymous community conversations. Each answer pulls from real source material and stays short and specific. A premium tier adds higher token limits, longer history, and priority responses, billed monthly.
Key outcomes
Under the hood
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