Whoots

What it does

Whoots revolutionises education by offering personalised, AI-driven tools that enhance learning. The app generates customisable summaries and quizzes tailored to individual needs, making learning more effective and engaging.

Using Gemini Pro, Whoots allows students to upload study materials—like documents, images, and videos—and instantly transforms them into summarised notes. This can be customised by adjusting parameters including language, leveraging Gemini Pro’s multi-language capabilities. The notes are semantically chunked and stored in Firestore with embeddings generated using Google’s embedding model.

Quiz generation uses these notes and embeddings, along with user-specific data managed through Firebase authentication. Hence, quizzes are contextually accurate and tailored to each student's learning style. Quizzes can be customised by question types, difficulty levels, and explanations, all refined through prompt engineering and output parsing. LLM is used as a judge to evaluate free response answers.

The app also includes strengths and weaknesses evaluation, using LLM to assess quiz performance and highlight areas for improvement. Students can regenerate quizzes based on their performance for targeted learning.

The query bot uses Google’s Generative AI embeddings and Firestore’s Vector Search API to retrieve relevant documents and generate accurate, context-aware responses via RAG.

Whoots can be integrated with Google Classroom to further enhance effectiveness.