feat : Implement AI Assistant for Bunking Advice

[rakshitjain23]

This is Bunkify's core AI feature. The assistant will answer the user's question, "Can I bunk today?" by using the attendance data to provide a simple, direct answer. This feature depends on both data persistence and the overview calculations being complete.

✅ Acceptance Criteria

• Create UI Element: Add an "Ask AI" button or a small chat interface on the home page.
• Develop Core Logic:
  • Identify classes scheduled for the current day.
  • For each class, retrieve attendance data and calculate the impact of missing it.
  • Formulate a response based on whether the user would stay above or drop below their target percentage.
• Generate Simple Responses: The "AI" response should be direct:
  • Positive: "Yes, you can afford to bunk [Subject Name]! Your attendance is well above the target."
  • Negative: "No, you should attend [Subject Name]. Missing it will drop your attendance below your target."
• Display Response: Show the AI's answer in a modal or pop-up.

💻 Tech Stack & Guidelines

• The initial "AI" will be logic-based (conditional statements), not a true LLM.
• Use Tailwind CSS to style the modal/pop-up.
• Use Framer Motion to animate the modal for a smoother UX.

[PrithvijitBose]

@rakshitjain23 I am back. Assign this to me . Might help you

[rakshitjain23]

@PrithvijitBose ok but we need to solve issue #23 then this..