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Large Language Model Enabled Multilingual Chatbot for Inclusive Banking and Financial Accessibility

Domaine:

natural language processingdigital infrastructuresocioeconomic

Type de record:

software
Créateur:
OlaKuyAmaOri
Éditeur:
Afr
Hôte:
In the world today, the financial inclusion drive is on the rise, and Nigeria is making efforts to achieve it. However, having over 500 indigenous languages, linguistic diversity remains a critical problem, among other factors, in achieving financial inclusion. Digital platforms, especially artificial intelligence-enabled chatbots, are gaining traction as avenues for inclusion, but the English-centric characteristics observable in them are limiting financial inclusion, thereby excluding millions of citizens who need financial services. Hence, there is a need for the design and implementation of a multilingual chatbot that includes capability for interaction in four of the major Nigerian languages (Hausa, Igbo, Yoruba and Pidgin) using the Gemini Large Language Model (LLM) as the driver of the needed natural and context-aware conversations across these languages. The system’s architectural components are client, middleware, Artificial Intelligence and data layers, which interacting together enables scalable support for banking services that could be common or core. The results of the evaluation show that the system improves accessibility and user satisfaction among the linguistically diverse users. Therefore, this study contributed to enhancing the strategy of Nigeria’s National Financial Inclusion while incentivizing the necessity of adopting localized AI solutions as instruments of bridging socio-economic divides.

Visit

doi.org

Languages

HausaYoruba

Licenses

https://creativecommons.org/licenses/by-nc-nd/4.0