Development of a Top Educational App in Ethiopia

Kaleab

Kaleab Abay

Ms.Saba

๐ŸŒŸ Ms. Saba โ€“ An AI-Powered Learning Companion for Ethiopian Students and SAT Takers

Ms. Saba is a scalable, intelligent learning app built to help Ethiopian students in Grades 9โ€“12 and SAT candidates succeed through adaptive quizzes, interactive flashcards, and AI-guided explanations.
Powered by multi-agent AI and Retrieval-Augmented Generation (RAG), Ms. Saba demonstrates how cutting-edge technology can create personalized, curriculum-aligned learning at scale.

โš™๏ธ Core Technology: Retrieval-Augmented Generation (RAG)

Ms. Sabaโ€™s foundation is a RAG system that securely stores and retrieves: ๐Ÿ“˜ Ethiopian school textbooks (Grades 9โ€“12) ๐Ÿ“— SAT preparation materials
This ensures every quiz, flashcard, and explanation is grounded in verified academic content, not guesswork.

๐Ÿค– Meet the AI Agents Behind Ms. Saba

Ms. Sabaโ€™s intelligence comes from a network of specialized AI agents, each with a key role in creating a seamless learning experience:
๐Ÿ” Retrieval Agent โ€“ Finds the most relevant textbook or SAT content based on what the learner is studying.
๐Ÿงฉ Context Refinement Agent โ€“ Cleans, filters, and structures the retrieved information for clarity and precision.
โœ๏ธ Generation Agent โ€“ Creates personalized quizzes, flashcards, and explanations tailored to each learnerโ€™s level.
โœ… Validation Agent โ€“ Verifies correctness, consistency, and alignment with the official curriculum before content is delivered.
Together, these agents make learning with Ms. Saba accurate, adaptive, and deeply personalized.

๐Ÿ“š Learning Experience Highlights

๐ŸŽฏ Adaptive Quizzes: Question difficulty adjusts dynamically to match the learnerโ€™s progress.
๐Ÿ’ฌ Guided Feedback: When an answer is wrong, Ms. Saba explains why itโ€™s incorrect and why the right answer works, reinforcing real understanding.
๐Ÿง  Smart Flashcards: Automatically generated from textbooks for spaced repetition and memory retention.
๐Ÿ“Š Subject Focus: Students can choose which subjectsโ€”Math, Physics, Chemistry, English, Biology, and moreโ€”to focus on at their own pace.
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Posted Apr 22, 2025

Developed a top free educational app in Ethiopia with quizzes and flashcards.

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Timeline

Jan 22, 2024 - Apr 8, 2024