Polyglot Cards for ChatGPT

Talk with ChatGPT.
Keep what you learn.

Turn the useful parts of a conversation into cards. Review them with generated audio. Bring that evidence back when you ask what to work on next.

See it in

ChatGPT connector in testing · flashcards ready to use

Illustrative example01 / 03
You

Can we use chien in a sentence?

GPT

Le chien dort dans le jardin.The dog is sleeping in the garden.

Useful moment found
From this conversation
French · conversation

chien

dog · [ʃjɛ̃]
card + voice prepared
recall the phrasedue now

Le chien ______ dans le jardin.

dortThe dog is sleeping in the garden.
Review evidenceNext ChatGPT lesson
Follow the loop

THE PRACTICE LOOP

Your conversations can keep working after they end.

Talk about something you actually care about. Ask Polyglot to keep the language worth practicing. Review it on a spaced-repetition schedule, then use the results to shape what you ask ChatGPT next.

Condensed illustrative sessionStart a lesson
You

Let’s do a 30-minute French lesson. Review my new cards, have a conversation using them, and introduce a few new words as we go.

Recent cards requested

KEEP THE SCHEDULER. LOSE THE CHORES.

Beige flashcard grind.
Conversation that compounds.

A language habit should pull you back into the language—not turn every good conversation into another formatting job.

Both Polyglot and Anki use spaced repetition. The difference is the default path around the scheduler.

Ankimanual or add-on workflow
  1. 1Choose what to capture
  2. 2Write and format cards
  3. 3Source or configure audio
  4. 4Build context outside review
  5. 5Spaced repetition
default flow
Polyglotintegrated workflow
  1. 1Talk with ChatGPT
  2. 2Ask to keep useful moments
  3. 3Cards save; audio is generated
  4. 4Fetch review context when needed
  5. 5Spaced repetition

Already use Anki? Import .apkg or .colpkg files with media and supported scheduling progress. Unsupported templates are reported.

CARDS THAT TEST BOTH SIDES

Know it when you see it. Find it when you need it.

Understanding and recall are different memories, so Polyglot schedules them separately. Listening, fill-in-the-blank, and full sentence examples give the same language more ways to stick.

Interactive sample · no progress is saved

Français / Conversation notesexample review
comprehensionnew

What does this mean?

chien

again 10mhard 1dgood 3deasy 8d

OUT-LOUD RECALL

Le chien dort dans le jardin.

The dog is sleeping in the garden.

hear modelrecord in Polyglothear yourself

SPEAK, DON’T JUST TAP

Hear it. Say it. Hear yourself.

Play the machine-generated pronunciation, record your attempt in Polyglot, and listen back beside the model voice. Polyglot leaves the judgment to you and discards the take when you move on.

When you want conversation practice, prepare a prompt with your weak material in text, then continue the lesson by speaking with ChatGPT.

Polyglot does not listen through your microphone in this example.

BUILD A USEFUL SET AT ONCE

Decks built in bulk, not card by card.

Ask ChatGPT for a focused batch of words, phrases, or exercises from the lesson you just had. Review the proposed set, keep what is useful, and save it together.

Illustrative three-card receipt · the real batch is yours to approve

card request 3 / 3 ready

Make a small set from today’s lesson: a word, a place, and a useful phrase.

01
chiendog
vocabulary audio queued
02
la montagnemountain
place audio queued
03
encoreagain
useful phrase audio queued
duplicate checks run before savingillustrative
generated pronunciation real samples

Select any row to hear the current language.

MACHINE-GENERATED PRONUNCIATION

No more searching for mp3s.

Pronunciation is prepared for vocabulary and supported fill-in-the-blank language cards. When audio arrives, the card can test listening as well as reading and recall.

Generation happens after saving and may take a little time. These are real samples from the voices Polyglot uses.

KEEP THE COLLECTION YOU ALREADY HAVE

Bring your Anki decks with you.

Import an .apkg deck or a .colpkg collection with media and scheduling information included. Polyglot carries over supported study progress and tells you what it could not map.

Original review records are archived; unsupported templates appear in the import report.

your-language-deck.apkgillustrative import report read
Cards and notes
mapped
Audio and images
included
Supported scheduling
carried over
Unsupported templates
shown in report

Export from Anki with scheduling information and media enabled.

chien[ʃjɛ̃] example card
A note for your future self

Remember the final sound; compare it with the generated voice.

saved on this card

Illustrative controls · nothing is changed here

IMPROVE THE CARD WHILE IT IS IN FRONT OF YOU

Make every card more useful.

Write a personal note, add or replace an image, correct the text, or flag a question without leaving the review behind.

Later, ask ChatGPT to inspect the flagged pile and make the changes you request. Every deliberate edit strengthens the context available for the next lesson.

CONTEXT, WHEN YOU ASK FOR IT

Ask where you’re going wrong.

Add a note, attach an image, edit a card, or flag a question as you review. Ask ChatGPT to look at that context alongside your recent review history. Your next lesson can start from that evidence.

review historyyour noteedit
Illustrative message transcriptcontext fetched on request
You

Look at my recent French reviews. Which cards am I struggling with, and what should we practice next?

Polyglot shared the requested evidencereviews · notes · edits · images
ChatGPT

Your recent reviews suggest that recognizing chien is easier than recalling it. montagne also came back with an “Again” response.

Let’s practice recalling those two words first, then use both in short sentences. I’ll keep the prompt in French and give you a hint only if you need one.

Review history shows what happened.Your notes explain why.

Review evidence is useful context, not a complete picture of fluency.

MORE THAN ONE WAY BACK TO THE WORD

Why cards work.

A new word can connect to what it means, how it sounds, and what it looks like. Different prompts make you retrieve the same idea from different starting points.

Polyglot schedules comprehension, active recall, and listening separately, so one strong path does not hide another that still needs practice.

Select a connection to inspect it.

one ideachien[ʃjɛ̃]
Schematic forgetting curveillustration, not a prediction
review region illustrative recall without another review 1 day3 daysa weeklater

Each dot is a review. The intervals shown are examples; actual scheduling responds to the card’s review history and your answers.

PRACTICE, THEN LET TIME DO SOME OF THE WORK

Return before the memory disappears.

Spaced practice is more durable than repeating everything in one sitting. After a successful recall, a card can wait longer; after difficulty, it can return sooner.

The graph is a teaching sketch. It does not claim to show your exact memory or predict mastery.

Cepeda et al., 2006Spacing-effect meta-analysis ↗

THE WHOLE PRACTICE LOOP

Everything that keeps a good lesson moving.

Polyglot connects authoring, review, correction, and the next conversation in one working collection.

01
Conversation to cards

Keep agreed words, phrases, and exercises from a ChatGPT lesson.

02
Comprehension, recall, listening

Related prompts keep their own review schedules.

03
Generated pronunciation

Vocabulary and supported fill-in-the-blank cards gain audio after saving.

04
Speak and compare

Record yourself, hear the take beside the model, then move on.

05
Notes, images, edits, flags

Improve the material while you review and revisit questions later.

06
Anki import and requested context

Bring supported deck data in; fetch relevant review evidence when you ask.

readan article you chose
listena story on your walk
talka lesson in ChatGPT
reviewmake the useful language retrievable
back into the next thing you read, hear, or say

CHANGE WHAT YOU SOAK IN

Digital immersion, done properly.

Your conversations, reading, and listening already produce language worth keeping. Polyglot gives those moments a route into deliberate recall, then brings the evidence back when you choose the next lesson.

The goal is a larger life in the language: more things you can understand, more ideas you can express, and a review habit that supports both.

Stephen Krashen, 1982Comprehensible input ↗

MAKE ROOM FOR MORE PRACTICE

More speaking.
Less setup.

A useful lesson doesn’t end when the conversation stops. You still need to capture new language, build cards, add audio, and come back to review. Polyglot connects those steps, so you can spend more time using the language.

Illustrative tutoring budgetTry your own assumptions
× × =
your lesson budget$200/ month

Illustrative lesson budget in USD. Change the assumptions to match your routine; this is not a Polyglot price or savings estimate.

Polyglot handles between-session admincards · generated audio · scheduling · context

DIGITAL IMMERSION, DONE PROPERLY

Set up the loop inside ChatGPT.

  1. 1Open Polyglot. Start reviewing cards at your own pace.
  2. 2Connect ChatGPT. The connector is currently available through developer setup.
  3. 3Review and return. Bring your evidence into the next request.
Open Polyglot

A FEW PRACTICAL ANSWERS

Before you begin.

Is Polyglot listed in the ChatGPT app directory?

The ChatGPT connection is currently available through developer setup. We’re working toward a directory listing.

Can I use this alongside a tutor?

Yes. Bring useful words and phrases from your lessons into your cards, then review between sessions. You can also use ChatGPT to structure independent conversation practice.

Does ChatGPT always know my full history?

No. Polyglot fetches relevant review data and notes when you request that context. It is not a live model of everything you know.

Can I bring cards from Anki?

Yes. You can import an Anki deck, then review the result and continue from there.

POLYGLOT CARDS

Keep the language
you find along the way.

Open Polyglot