AI Support Assistant (AISA)
Faster, Reliable and Accessible
Created on 15th September 2024
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AI Support Assistant (AISA)
Faster, Reliable and Accessible
The problem AI Support Assistant (AISA) solves
AISA (AI Support Assistant) simplifies and automates customer support, tackling the challenges of response times, accuracy, and customer satisfaction. By leveraging state-of-the-art AI models like Llama 3.1 and Mistral embeddings in a RAG (Retrieval-Augmented Generation) pipeline, it handles complex queries across text, voice, and images. Users experience faster and more reliable interactions, with AI delivering human-like responses, available across platforms. The platform also bridges language gaps with integrated translation, enhancing accessibility and allowing customers to receive support in their preferred language.
Challenges we ran into
One of the major challenges we faced was incorporating last-minute changes to the project architecture. We initially planned to use Tesseract for OCR and Sarvam 2b for regional language understanding, but we pivoted to the Gemini 1.5 Flash API for its superior text, image, and speech-to-text capabilities, and replaced Sarvam with Gemini for language translation. This change improved the project's scalability and performance but required us to quickly update and integrate the new APIs, especially in the context of the hackathon's tight timeline.
