APL (Arabic Programming Language) represents a significant step in making programming more accessible by leveraging Large Language Models (LLMs) as a semi-compiler to transform Arabic text code into Python. This approach includes a complete pipeline from the APL text’s structure, prompt refinement using prompt engineering, and execution via a Python runtime.

• Pioneering Arabic Programming Language via LLMs
• Semi-compiler approach for intuitive language use
• Inclusion of a Python library and simple user interface
• Further accessibility for non-English-speaking programmers

The idea of APL using LLMs bridges language barriers in programming, inviting a broader demographic to engage with coding and potentially inspiring a wave of diverse technological innovation. APL’s impact may extend beyond the Arabic-speaking community, encouraging the creation of more inclusive and multi-lingual programming tools.