lebanese.ai Talk to us

The language model for low-resource dialects

How people actually speak.

Lebanese.ai understands a dialect the way people really use it, in text and in audio: typed in Arabic script or Arabizi, mixed with English and French, or spoken out loud. And it talks back the same way: Arabic, English and French in one sentence. Born in Lebanon.

See it read Patent pendingUSPTO 64/021,845

Text and audio

Typed or spoken. One language.

shu 3am ta3mel, شو عم تعمل؟, a sentence that switches to French halfway, or a voice note: Lebanese.ai treats them all as the same language, and it can answer in all three languages inside one sentence.

  • Arabic script
  • Arabizi
  • Code-switching
  • Speech
  • 3 languages, 1 sentence

Patent pending · A Code-X technology

Built in Beirut. Ready for your dialect.

Lebanese is the first dialect. Through Linguini, the same patent-pending technology reaches other regions, one dialect at a time.

  • Lebanese: live

Proof over promise

Typed in Arabizi. Understood in full.

Dialects are how people actually write and talk to each other, yet most language models learn from standard text. Lebanese.ai is built for low-resource dialects, in text and in audio, starting with Lebanese.

2 ء3 ع5 خ7 ح
LEBANESE.AI · DEMO
Typed in Arabizi
shu 3am ta3mel
How the model reads it
shu3amta3mel
Lebanese · Arabic script
شو عم تعمل؟
Modern Standard Arabic
ماذا تفعل؟
English
What are you doing?
French
Qu'est-ce que tu fais ?
The approved demo sentence. Lebanese is the first dialect.

Hear it

It speaks Lebanese, too.

Two real recordings from a Lebanese.ai voice assistant taking a shop order. Listen for how it moves between Lebanese and English in the same sentence, the way people here actually talk.

0:07

Recording 1 · confirming an order

Okay، بدّك ٣ تي شيرتات size medium، بس عم لخّصلك طلبك وما رح أعمل طلبية.

“Okay, you want 3 T-shirts, size medium. I’m just summarising your order, I won’t place it yet.”

0:07

Recording 2 · checking before ordering

شفت إنّك بدّك ٣ تي شيرتات... المقاس medium، وما عملت أي طلبية.

“I see you want 3 T-shirts… size medium, and I haven’t placed any order.”

Unedited recordings from the working model. Lebanese dialect with English mixed in.

The invention

One model for every way a dialect is written or spoken.

Lebanese.ai reads Arabic script, Arabizi, mixed-language text and speech as the same language, then answers in the form you need.

  1. Step 1

    Dialect input

    Text or audio arrives as people type it or say it: Arabic script, Arabizi, a mix, or speech.

    shu3amta3mel
  2. Step 2

    Normalisation

    Spellings, scripts and sounds are mapped to one form the model can reason over.

    3am→عم
  3. Step 3

    Dialect memory

    The model applies what it knows about how the dialect is really used.

    dialectcontext
  4. Step 4

    Output

    The answer comes back in dialect, Modern Standard Arabic, English or French, or in all three languages mixed in one sentence.

    شو عم تعمل؟
Patent pendingUSPTO provisional application 64/021,845

About

Built in Beirut.

Lebanese.ai is a Code-X technology, invented and built by people who speak the dialect every day, for the businesses and institutions that serve them.

صُنع في بيروت.

Other regions and dialects

Want this for your dialect?

Lebanese.ai is the engine. Linguini is the platform that brings it to other regions, one dialect at a time.

Meet Linguini