AI AI Hub Store knowledge, practice questions, and move from hard to easy
AI Learning Product

Store knowledge. Practice questions. Build mastery.

The product idea for this AI Hub is simple: store your documents and web links, let AI create questions from your own material, and track what you know. If you answer correctly, the question should go to the easy question set in the database. If you answer incorrectly or cannot answer, it should go to the hard question set. When you review a hard question and answer it correctly 3 times, it moves to easy. The same memory loop can work in reverse for easy questions too.

Open workspace See the product flow
Store documents and web links Generate questions from your content Wrong answers go to hard set 3 correct answers move hard to easy

Product flow

This is the learning sequence the AI Hub should teach users from the first screen.

1

Store source material

Upload documents and save web links so the AI can learn from your own notes, references, and examples.

2

Create questions

AI should generate questions from your saved content and test whether you really understand the topic.

3

Split easy and hard

Correct answers should be stored in the easy question set. Wrong or unanswered questions should go to the hard set.

4

Review and move sets

If a hard question is answered correctly 3 times, it should move to easy. The same idea can move easy questions back when needed.

Your AI Hub workspace

The workspace below is the foundation: store content, ask AI, and prepare for the easy and hard question-set flow.

Step 1. Local login

Create a local workspace for this browser.

Local only
No local profile yet. Save your name to personalize this device workspace.

Step 2. Document locker

Upload `.txt`, `.md`, `.json`, `.csv`, save a web link, or paste a quick note.

Offline refs

PDF and DOCX are not parsed here. Convert them to text first or paste the important part as a note. Web links are saved as references for future question generation.

Step 4. Agent + API keys

Pick an agent and optionally add your own provider key for live AI.

Your key
Offline mode is active. You can ask questions without any API key and still get local references.

Step 3. Ask AI

Ask in plain language. The hub builds a local reference pack before answering.

Ask
Ask a question after saving at least one note or document. Offline mode works even without an API key.

Offline references used

These local snippets help students understand where the answer came from.

Reference pack

Question training lab

Generate questions from your stored content, answer them, and move them between new, hard, and easy sets.

DB sets
New 0
Hard 0
Easy 0
Save a profile and some source material first, then generate your first question set.

Student help

These cards explain the easy and hard question-set idea in a simple way.

What is the easy set?

The easy question set should contain questions you already answered correctly, so review becomes faster and confidence grows.

What is the hard set?

The hard question set should contain questions you got wrong or could not answer, so the system can repeat them more often.

Why 3 correct answers?

A single correct answer can be luck. Requiring 3 correct attempts helps confirm real understanding before a hard question moves to easy.

Can questions move back too?

Yes. If you start missing questions from the easy set, the same memory rule can push them back into hard for more practice.