Dashboard

Welcome to Educasheer Study Material & Question Maker Studio

Overleaf

Indexed Documents

0 total chunks

Active AI Model

Gemini 3.6 Flash

All-MiniLM-L6-v2 Embeddings

Gemini API Key

Configured

Ready for RAG & Generation

Target Output

EduCasheer LaTeX

1-Click Overleaf Ready

Quick Actions

Study Material RAG

Create in-depth LaTeX study materials with EduCasheer formatting from documents.

Exam & Quiz Hub

Generate targeted MCQs with presets or take the quiz interactively in the browser.

YouTube to Notes

Extract transcripts from video lectures and synthesize them into comprehensive academic notes.

YouTube Questions (JSON)

Generate competitive exam MCQs and question banks directly in pure JSON format.

YouTube to IPYNB

Synthesize lecture concepts and 20-30 tiered coding challenges into a Jupyter Notebook.

EduCasheer Design System

Full-Featured LaTeX Publishing Workflow

Every generated study guide, quiz paper, and lecture note automatically adheres to the official EduCasheer template with Libertine fonts, colorful callout boxes, watermarks, and clean sections. Open directly in Overleaf with a single click!

Upload Documents to Knowledge Base

Supports PDF, TXT, and DOCX files. Files are automatically chunked, embedded, and indexed in ChromaDB.

Click or drag & drop files here

PDF, TXT, DOCX (up to 50MB per file)

Indexed Documents

Filename / Source	Type	Chunks	Date	Action
Loading documents...

Semantic Search Sandbox

Test vector similarity retrieval

Test Query

Chunks: 3

Enter a query above to inspect retrieved chunks and similarity percentages.

RAG Study Material Generator

Grounds educational study notes in your knowledge base documents with EduCasheer styling.

Topic / Query *

Quick Ideas

Custom Title

Subtitle

Use Knowledge Base (RAG) RAG ACTIVE

Ground notes in your uploaded documents from the vector store. Uncheck to generate directly using Gemini's general knowledge.

Context Chunks ($n$) 10 chunks

Min. Similarity Threshold 0.50

Index Generated Notes into Knowledge Base

Generate Companion Exam Questions (JSON)

Exam Preset

Questions Count

Generated LaTeX Output

Configure parameters on the left and click Generate to view LaTeX code.

Competitive Exam Question Generator & Interactive Quiz

Grounds 4-option MCQs with in-depth explanations in your uploaded documents.

Exam Preset

Topic *

Difficulty

Use Knowledge Base (RAG)

Questions:

Context Chunks: 10

YouTube Lecture to LaTeX Notes

Pulls transcripts directly without an API key and synthesizes structured academic notes with definitions and formulas.

YouTube URL(s) / Video IDs * Multi-link supported

Transcripts are fetched and synthesized in sequence.

Custom Title

Subtitle

Auto-synthesize from Video Concepts if YouTube blocks subtitles Index Transcript into RAG Knowledge Base

Enables semantic search and RAG operations directly on this lecture content.

Synthesized LaTeX Notes

Ready to synthesize academic LaTeX notes.

Paste one or more YouTube URLs on the left and click Synthesize Notes to extract transcripts and generate formatted study material.

YouTube to Questions (JSON)

Generate competitive exam-grade MCQs and question banks directly from video transcripts in pure JSON & printable LaTeX.

YouTube URL(s) / Video IDs * Multi-link supported

Questions are synthesized sequentially across video(s).

Exam Preset Target

Count

Difficulty

Generate from video topic if transcript is blocked by YouTube Index Transcript into RAG Knowledge Base

Generated Questions Bank (JSON)

Ready to synthesize exam questions in pure JSON.

Paste one or more video URLs on the left and click Generate to produce high-yield MCQs with explanations, interactive quiz play, and full JSON export.

YouTube to Jupyter Notebook (.ipynb)

Synthesizes concept deep-dives with runnable demonstrations, plus 20-30 tiered coding challenges with automated test suites.

YouTube URL(s) / Video IDs * Single or Multi-lecture

Pulls transcripts & generates complete .ipynb

Custom Title

Subtitle

Coding Questions Configuration Any Count

Question Count

Difficulty Mix

Generate from video topic if transcript is blocked by YouTube Include Collapsible Solutions & Walkthroughs Index Transcript into ChromaDB Knowledge Base

Interactive Notebook Preview

Paste a YouTube URL on the left to extract concepts & generate 20-30 coding challenges.

Output is formatted as an authentic .ipynb notebook with runnable demonstrations, starter code cells, and unit tests ready for Google Colab, VS Code, or JupyterLab.

Dashboard

Quick Actions

Study Material RAG

Exam & Quiz Hub

YouTube to Notes

YouTube Questions (JSON)

YouTube to IPYNB

Full-Featured LaTeX Publishing Workflow

Upload Documents to Knowledge Base

Indexed Documents

Semantic Search Sandbox

RAG Study Material Generator

Generated LaTeX Output

Companion Exam Practice Test

Input Raw Text or Markdown

Beautified LaTeX Output

Competitive Exam Question Generator & Interactive Quiz

Machine Learning Concepts

Quiz Completed!

YouTube Lecture to LaTeX Notes

Synthesized LaTeX Notes

YouTube to Questions (JSON)

Generated Questions Bank (JSON)

YouTube to Jupyter Notebook (.ipynb)

Interactive Notebook Preview

Past Paper & Question Processor

Processed Questions & Assessment

Application Configuration

System Logs (rag_material_maker.log)

YouTube Cookies & Authentication (Bypass Cloud IP Bans)

How to get YouTube cookies

Quick Actions

Study Material RAG

Exam & Quiz Hub

YouTube to Notes

YouTube Questions (JSON)

YouTube to IPYNB

Full-Featured LaTeX Publishing Workflow

Upload Documents to Knowledge Base

Indexed Documents

Semantic Search Sandbox

RAG Study Material Generator

Generated LaTeX Output

Companion Exam Practice Test

Input Raw Text or Markdown

Beautified LaTeX Output

Competitive Exam Question Generator & Interactive Quiz

Machine Learning Concepts

Quiz Completed!

YouTube Lecture to LaTeX Notes

Synthesized LaTeX Notes

YouTube to Questions (JSON)

Generated Questions Bank (JSON)

YouTube to Jupyter Notebook (.ipynb)

Interactive Notebook Preview

Past Paper & Question Processor

Processed Questions & Assessment

Application Configuration

System Logs (rag_material_maker.log)

YouTube Cookies & Authentication (Bypass Cloud IP Bans)

How to get YouTube cookies

Question JSON