LingJing · a personal knowledge mirror

Teach it out loud.
Find out if you really get it.

You explain any topic. AI students ask Socratic, probing questions until the thin spots in your understanding show themselves — then LingJing hands you a clean after-class card: what you clarified, the Q&A, and the gaps still open.

Try it with your own model →
NotebookLM organizes your documents. LingJing tests whether you understand.
Most AI tools write for you. LingJing makes you think — the Feynman technique as a live sparring partner, not another note-taking app.
01

You teach

Type any topic — a math idea, a language point, a business concept. Speak it like you're the teacher.

02

AI students probe

Student personas push back with real questions: counterexamples, edge cases, "what if it breaks?" — they never just nod along.

03

You get your card

A tidy after-class card: points you nailed, the Q&A, and exactly what's still fuzzy. Review it later; it comes back to test you.

Use your own model — that is how this page is meant to be used.
Paste your own endpoint, API key and model name into the mirror. The request goes straight from your browser to your provider: your key is stored in your browser only, it never passes through our server and we never see it. You pick the reply language (English, 简体中文, or whatever your model does), so the questions come back in the language you want instead of ours.

Classroom UI localization to English is in progress — the demo above opens the current build. LingJing is offered free (pay-what-you-want later); no account required to try. Not directed to children under 16 (under 13 in the US) without a parent's permission.

Hosted MCP endpoint ¥0.01 per call (currently open for free). Corporate account, self-service after payment.Support / Pay
Self-learners

Explain a topic in your own words — it probes back until it finds the gap. It checks whether you truly get it; it will not do the homework for you.

Your knowledge library

Paste notes, policies, handbooks, docs. Ask, and get answers that point back to the source — not confident guesses.

Your experience, queryable

Turn what you have lived and learned into a private brain you can ask things later — in your words, not a database schema.

No signup. Bring your own key — it stays in your browser and is never sent to any server. Works with free models (e.g. the OpenRouter free tier), so you can try it at zero cost.