AI chat for UiTM academic calendar questions — ask in English or Malay and get clear, dated answers.
Live: chat.bilauitmcuti.com (also bilauitmcuti.com/chat on the main domain)
Part of Bila UiTM Cuti — the companion chat (sometimes called UiTM Assistant / AI Chat UiTM) helps students check semester dates, lecture weeks, fee deferment windows, holidays, exams, and related UiTM info in a short conversation.
Students often need a quick answer: when is cuti semester?, what dates are fee deferment?, list week 1–14, or is today a holiday? Bila UiTM Cuti Chat turns those questions into a streamed conversation, scoped to the user’s selected academic session and campus group when relevant.
The product stays focused on calendar and UiTM orientation questions. It is not a general-purpose chatbot for coursework, grades, or unofficial campus rumor.
Users can pick a Cloudflare Workers AI model in the composer. All picker models support function calling (tool use).
The chat composer lets users pick from multiple Cloudflare Workers AI models, including Gemma 4 (default), Llama 4 Scout, Mistral Small 3.1, and Nemotron 3 Super. All available models support function calling, enabling the assistant to look up academic facts before answering.
Function calling lets the assistant look up the right academic facts before answering. Reasoning-capable models can show a short thinking/reasoning section in the chat UI for harder questions.
- Streaming chat UI for academic calendar and UiTM general questions
- Tool-calling agent with function calling across the model picker
- Reasoning UI for models that support it (Gemma 4, Nemotron 3 Super)
- Session / program scope picker so answers match the user’s campus group and semester
- Markdown replies (tables, code, math, diagrams where relevant)
- Cloudflare Turnstile bot protection on chat
- Optional thumbs feedback for product improvement
- Bilingual replies (English / Malay)
- Open Graph share card for social previews of the chat product
- Penangguhan yuran — tarikh apa dalam kalendar?
- List week 1–14 for my session
- Bila cuti semester / Mid-Semester Break?
- Tarikh peperiksaan akhir untuk sesi semasa?
- Public holiday this month (by state, when asked)
| Area | Choice |
|---|---|
| App | Next.js (App Router), React, TypeScript |
| UI | Tailwind CSS, shadcn/ui, Base UI |
| Runtime | Cloudflare Workers via @opennextjs/cloudflare |
| Inference | Cloudflare Workers AI + AI Gateway |
| Bot protection | Cloudflare Turnstile |
| Tests | Vitest |
- The browser sends the question and receives a streamed reply.
- Topic routing decides whether to run the tool-calling agent or a compact fallback.
- Models with function calling may invoke tools, then draft an answer; reasoning-capable models can surface that step in the UI.
- Replies are validated before they are shown.
- Optional thumbs up/down help improve the product.
Runs in production on Cloudflare Workers at chat.bilauitmcuti.com (root /) and under bilauitmcuti.com/chat on the calendar domain. Apex DNS stays on Pages; only the /chat* path is routed to this Worker (never apex /_next/*).
- Bila UiTM Cuti — calendar site
This repository is public for transparency. Contributions and write access are limited to collaborators. See Contributing and the Code of Conduct.