
What you see here is no longer a prototype, but a fully functional implementation, ready to be extended to any world language — all by adding a few entries to a configuration dataset that’s completely independent of the source code.
Since this example is about Niamey, Niger, where people speak several native languages, let’s see the exact same program in Hausa — one of the most widely spoken languages in the region.

Notice the speed: it runs even faster than the English version, with no complex NLP or ML machinery, and no costly LLM calls. Just clean algorithms that run locally, making computers human-friendly — for free.
The Hausa language, by the way, supports more than the Latin alphabet we used above (known as the Boko script). Here’s the same code written in its Arabic script — called Ajami:


Good work, Mansour! Well done!
Good work, Mansour! Well done!
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