This blog post examines the operational expenses of the AI-powered chatbot solution introduced in our previous blog posts, Custom AI chatbot using RAG and Deployment of AI-Powered Chatbot. This solution operates on the AWS cloud while integrating OpenAI’s language model. We will discuss the financial aspects of infrastructure costs and analyze how to estimate expenses for AI resources, such as Language Model as a service. Cost Structure of a Custom AI Chatbot Solution Operating expenses for our AI chatbot solution […]

This blog post focuses on the architecture and deployment of the AI-powered Chatbot solution that we described in our earlier blog post Custom AI Chatbot Development Using RAG. This solution is built for the AWS cloud but uses OpenAI as an LLM. We’ll dive deep into the CI/CD process and AWS deployment architecture of the backend application. AWS Deployment Architecture Our solution represents a rather typical configuration of a web project deployed to AWS. Click or tap on the picture […]

You have probably seen and heard about AI-powered chatbots that can converse with the user about website content, or some piece of knowledge related to a company. The world is full of buzz on all things AI, with chatbots driving the headlines. In this article, we’ll share our experience building a full-blown solution from scratch that empowers such chatbots. The goal is to build a framework that can be plugged in with any knowledge sources and be easily integrated into […]

Our customer is a rapidly developing digitized medical company. They were running a large healthcare platform connecting patients with medical imaging providers. The customer’s infrastructure stored terabytes of healthcare-related data, including Private Health Information (PHI). Their databases were based on a private cloud hosted on one of the data centers in the United States. The customer’s team was responsible for maintaining their hardware and infrastructure, including virtualization through VMware vSphere and MySQL. The customer also had SysOps and DBA personnel […]

ABCloudz, a leading company in digital transformation and database management, has achieved the RDS Service Delivery Specialization and is now an AWS Service Delivery Partner. This designation is a testament to companies with AWS partnership that have proven themselves in delivering high-quality Amazon RDS solutions through their expertise, technical capabilities, and exceptional customer service. Why did we step on a path of AWS Service Delivery Partnership ABCloudz went through an assessment process to become an AWS Service Delivery Partner, where […]