Bayanat Knowledge

Arabic text and knowledge for model training.

License books, subject-organized MSA text, and structured question-answer data. Each collection has a clear training task, with its own counts and licensing details.

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Find your text dataset

Choose a collection to see its counts, intended use, and licensing details.

2,700 books

Arabic Books

For model teams that need longer Arabic texts for language modeling or deeper coverage of a particular subject.

View dataset 400,000 multiple-choice Q&A items

Arabic STEM Q&A

For teams training Arabic educational assistants or models that answer STEM questions.

View dataset 200,000 sentences

MSA Named Entity Recognition

For teams building Arabic entity extraction into search, document processing, or language-understanding systems.

View dataset 180,000 question-answer pairs

Arabic Regional Q&A

For teams building Arabic assistants whose users ask questions about the Arab region.

View dataset 40,000 question-answer pairs

English Regional Q&A

For teams building English-language assistants that need to answer questions about the Arab region.

View dataset Ask about available volume

Edited MSA Knowledge

For model teams adapting an Arabic model to a subject where edited language and clear content rights matter.

View dataset

Need more than the existing collection?

Our team can add data or annotation for your particular model. These additions are agreed separately.

Books and edited text

Choose Arabic books or professionally edited MSA organized by subject. The edited collection covers material through 2026.

Question-answer data

Arabic STEM multiple-choice questions sit alongside separate Arabic and English Q&A collections about the Arab region.

Entity annotation

The 200,000-sentence MSA named-entity-recognition collection supports extraction from formal Arabic text.

Additional subjects

Tell us which professional, educational, technical, or regional material you need. We can plan authorized sourcing and annotation around that need.

How we put the data together

Find the right material

Review a sample, subject coverage, register, date coverage, and the unit used to report volume.

Plan the format

Custom preparation can include document boundaries, source records, publication dates, license identifiers, cleaning history, and deduplication records.

Confirm the rights

The edited MSA collection includes commercial AI-training rights in the agreement. Training, retrieval, display, and redistribution are separate licensed uses.

Building a technical Arabic assistant

Start with edited material in the relevant subject, add questions tied to that material, and use a separate evaluation set to check the assistant’s answers.

Common questions

Are the Arabic and English regional Q&A sets translations of each other?

They are separate products: 180,000 Arabic pairs and 40,000 English pairs. Parallel translations or item-level alignment are not assumed; request the collection specifications if your application needs matched pairs.

What rights come with the edited MSA collection?

Commercial AI-training rights are written into the agreement. If you also need to display passages, use the material for retrieval, or redistribute it, those uses need to be specified separately.