Bilingual study
Read in the language that helps you learn.
English and Nepali notes sit side by side in the same learning flow, so students can switch without losing context.
AI features are off
No Gemma 4 API key is configured on the server, so explanations, practice and
flashcards are unavailable. Reading the study notes still works. Set
GOOGLE_API_KEY in the deployment environment to switch them on.
Could not load the lessons The lesson file could not be read.
अक्षर · NEB · CEE · IOE
Turn one chapter into real progress.
Read lesson notes in English or Nepali, ask Gemma 4 what you are stuck on, and check yourself with focused practice that keeps your effort honest.
Grounded AI
Ask the exact concept you are stuck on.
Gemma 4 is used as a study aid, with answers clearly labelled and grounded in the active lesson.
Real practice
Turn reading into recall and review.
Practice questions and flashcards help students check retention before moving on.
Continue learning
Pick an exam goal and a chapter and your place is kept here.
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Start your first chapter to begin tracking your progress.
Choose what to study
Study notes — the source for everything below
Source Team-authored study notes written for Akshar. Not official NEB, CEE, or IOE material.
Related official references
Study help from Gemma 4
Every answer below is generated from the notes you have open and is labelled as AI-generated. Practice questions include a quoted lesson excerpt, but their answers are not independently verified — check them against the notes.
Gemma 4 writes a short summary of the notes above, in the language of the notes.
Grounded on the current chapter
Answers come only from the notes above. Suggestions are prompts to help you ask — not AI answers.
Try asking
Ask about the part you are stuck on — one question at a time.
Akshar writes multiple-choice questions from the notes above. Each includes a matching excerpt for checking; answer accuracy still needs your review. These are generated questions, not official exam papers.
Prompt-and-answer cards for a quick recall pass before an exam.
Sources and limits
The notes are the source
Lesson notes are written by our team for standard NEB Grade 11–12, CEE, and IOE topics, in English and Nepali. They are original text for this build: not official NEB, CEE, or IOE material, and no past papers or copyrighted textbooks are copied. Source-attributed curriculum material is the next thing we are building.
Gemma 4 is the study aid
Akshar calls Google's hosted gemma-4-26b-a4b-it through the Gemini
API, grounded on the lesson on screen. Explanations, questions, and flashcards are
labelled as AI-generated wherever you read them, and are never presented as
official exam material.
How output is checked
Responses are parsed defensively — plain JSON, fenced blocks, or JSON inside a sentence. A question needs four options A–D, exactly one marked answer, and a non-empty explanation before it is shown; malformed items are dropped. A failed call is shown as an error, never as an answer. The API key stays on the server and is redacted from messages.
Team Nepluro
- Sagar Katwal — backend and frontend
- Dipson Basnet — Gemma 4 and the AI pipeline
- Dhiraj Shrestha — learning content, practice, validation