AI application development
RAG System for an AI Restaurant Menu App
The Client Project
ClickIT developed an AI app to create restaurant menus. Stellar Menus leverages AI and smart QR code technology to transform how restaurant owners optimize and present their menus.
The AI system analyzes customer preferences and behaviors, providing actionable insights to improve menu offerings, maximize profits, and enhance customer satisfaction.
The client wanted to introduce AI capabilities into their product while ensuring a scalable and highly available infrastructure to support rapid growth in the cloud.
Requirements
A model to process the restaurant’s information and deliver it to its customers through a chatbot.
Our Implemented Service
Our software developers collaborated to create a chatbot with Python/Flask/LlamaIndex to process information through an RAG system.
We connected it to GPT3s API to generate a chatbot that could answer the most relevant questions asked by our customers’ clients.
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Our Tech Stack
Python
Flask
LlamaIndex
RAG
GPT-3
React
AWS S3
Terraform
Docker
Amazon
Web Services
AWS
Cloudformation
The Results
The customer had a proof of concept of a powerful AI tool that leveraged the use of AWS infrastructure technologies, modern practices through Python and its frameworks, and the utilization of GPT3s LLM.
All of this to revolutionize the day-to-day experience at their restaurant by answering its customers’ most relevant questions regarding menus, location, and special promotions for the day.
