Prompt engineering shi ne fasahar rubuta umarni ga AI ta yadda za ka sami amsa mafi inganci. Ba aikin masana ba ne kawai — kowa na iya koyo, kuma yana ƙara ƙimar duk wani kayan aikin AI da kake amfani.
Tushen prompt engineering
Manyan ƙa’idoji uku: (1) bayyana aikin a fili, (2) ba da mahalli da misalai, (3) nuna salo, harshe da tsawon da kake so. Idan aikin babba ne, ka raba shi gida-gida.
Misali a aikace
‘Kai mai ba da shawara ne kan ƙananan kasuwanci. Rubuta min jadawalin kuɗaɗen shiga na wata-wata ga shagon sayar da tufafi, cikin Hausa, a teburi.’ Wannan ya fi ‘taimaka min da kasuwanci’.
Yadda ake ƙware
Ka ci gaba da gwaji da gyara. Ka adana prompt ɗin da suka yi aiki da kyau don sake amfani. AI na iya ƙirƙira ƙarya da gaba gaɗi (hallucination). Kullum ka duba muhimman bayanai daga tushe mai aminci.
Idan kana tunanin yin amfani da AI a kasuwanci, maimakon kayan aiki da yawa daban-daban, akwai dandamali da ke haɗa ayyukan AI (tattaunawa, sarrafa kai, da app) wuri ɗaya — kamar osFoundry, dandamalin AI mai aiki da kansa (agentic).
Karin karatu
Wannan bayani ne na gamagari, ba shawarar ƙwararru ba.