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Final Project Grading Rubric

The final project is worth 100% of the grade and will be evaluated during the showcase. Each category includes clear expectations to ensure fairness and transparency.

Category Weight Criteria
Functionality 50% - The bot operates without errors and fulfills its intended purpose.
- Accurate integration of RAG (e.g., demonstrates retrieval of relevant external data sources and effectively grounds responses).
- Smooth interactions (clear responses, low latency, logical outputs).
Innovation & Creativity 25% - Unique or creative application of the bot for a specific subject or user group.
- Effective use of Gemini and embedding techniques to tailor the project.
- Demonstrates originality in features or design.
Presentation Quality 25% - Clear and structured presentation explaining the bot’s goals, design choices, and technical implementation.
- Demonstrates a solid understanding of RAG principles and embedding models.
- Engages the audience with visuals (e.g., slides, live demo, or flowcharts) and answers questions effectively.

Key Considerations:

  1. Collaboration: Each group member’s contribution should be visible. Teams will be asked to reflect on their collaboration in the presentation.
  2. Real-World Relevance: Projects that address a real-world need or practical problem will be valued.
  3. Documentation: Groups should submit basic documentation (e.g., README file or usage guide) for their bot.

Grading Example:

  • Functionality (50%):

    • Retrieval-based answers show precision: 20/20
    • External data integration is seamless: 15/15
    • Minimal errors during the demo: 12/15
      Total: 47/50
  • Innovation & Creativity (25%):

    • Subject-specific adaptation: 10/10
    • Unique problem-solving feature: 7/10
    • Impressive design aesthetics: 6/5
      Total: 23/25
  • Presentation Quality (25%):

    • Structured explanation of RAG principles: 10/10
    • Clear and concise delivery: 7/10
    • Engaging visuals and demo: 6/5
      Total: 23/25

Final Score: 93/100