Calculate the Total Cost of a RAG-Based Solution

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 […]

Oleksii Svitlychnyi
Deployment of AI-Powered Chatbot

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 […]

Kostiantyn Odynets, Oleksii Svitlychnyi
Custom AI Chatbot Development Using RAG

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 […]

Maksym Kurhanetskyi, Oleksii Svitlychnyi
Over-the-Air Device Firmware Upgrade via Bluetooth

We’ve developed a mobile app and web admin panel that allow a specialized headphone manufacturer for Heavy Metal enthusiasts to swiftly and conveniently deliver firmware updates for their headphones over the air. These headphones do more than just play music; they’re designed to precisely render sound, enhanced by continually evolving custom firmware for each model. How can users stay informed about the latest updates and improvements? This is where our expertise in wireless connected devices truly shines. We have crafted […]

Oleksii Svitlychnyi
Case Study: Fast and secure media content delivery with Amazon CloudFront and Lambda@Edge

This case study shows how ABCloudz engineering team resolved site performance issues using Amazon CloudFront and Lambda@Edge of AWS. Challenge Our partner iCleanse offers its clients the Swift UV devices, designed to disinfect hands and mobile phones. As the device disinfects a phone within 15 seconds, it simultaneously displays sponsored video content, generating advertising revenue. Businesses of any type can benefit from installing these disinfection stations, not only by reducing costs on traditional disinfection methods and aligning with green initiatives […]

Viacheslav Kim
Case Study: Boosting Online Building Materials Marketplace Performance with AWS CloudFront and Lambda@Edge 

Our client aimed to develop an online marketplace for building materials, designed to manage intricate online transactions and ensure a top-notch global user experience, supported by stringent security and exceptional performance standards.   This case study details how ABCloudz utilized Amazon CloudFront, coupled with Lambda@Edge for dynamic content delivery. By deploying CloudFront, we significantly reduced web application load times, which is directly linked to improved user satisfaction and higher conversion rates. This deployment addressed key technical challenges, such as high traffic […]

Viacheslav Kim
AWS Migration Competency Attained

Workload migration represents a pivotal milestone in the AWS customer journey, and our paramount focus is on facilitating a clear and seamless migration for our customers. Consequently, ABCloudz is thrilled to announce our recent achievement of the AWS Migration Competency, reaffirming our commitment to providing comprehensive and exceptional cloud migration solutions. What does this achievement mean for you? Attaining the Migration Competency sets ABCloudz apart as an AWS Partner with a proven ability to smoothly migrate clients of all sizes […]

Adam Robertson
Development of a Healthcare App for Allergy

Explore how our allergy management application enhances patient care through advanced medication tracking, symptom and environmental trigger monitoring. Our customer, a renowned pharmaceutical company, expanded their business model to include a “business-to-business” approach alongside their core drug and medical device production under their own brand. They started manufacturing medications for other medical providers and also offer them custom mobile application development to support specific patient treatment scenarios. To enable rapid and flexible app development, we created a low-code platform for […]

Alexey Koryagin, Oleksii Svitlychnyi
Building an Intelligent Chatbot with OpenAI LLM using RAG

Chatbots as they come are not something new under the sky. They have populated the web since long ago leaving behind an impressive trail of user annoyance and frustration. Wild repetitions, endless question-answer loops, and downright stupidity were the common laments to splash in jokes among the cubicle drones. The only improvements seemed to be expected from the further growth of output speed and size of Q&A database. The recent breakthroughs in Artificial Intelligence (AI) brought the benefits of this […]

Maksim Kurganetskiy
Smart Allergy Medication with BLE Dispenser

Explore the challenges and triumphs of developing specialized firmware, designing an energy-efficient medical device, and integrating custom mobile and web applications for a leading pharmaceutical company.  Their innovative strategy goes beyond traditional drug production, incorporating smart devices into product packaging. This transforms the package into a comprehensive digital ecosystem, complete with mobile and web applications. These applications not only track medication usage but also forge a connection between patients and healthcare providers, enhancing the overall healthcare experience.Their technological advances and […]

Kirill Zakharenkov
Migration from self-hosted private cloud to AWS cloud

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 […]

Alex Gora
Another achievement for ABCloudz: We became an AWS Database Migration Service Delivery Partner

As a leading service provider in the realm of digital transformation and database management, ABCloudz has attained its second AWS Service Delivery Partnership designation and now holds the status of an AWS Database Migration Service (DMS) Delivery Partner. This achievement is a resounding reflection of our company’s exceptional proficiency in providing the highest-quality Amazon cloud solutions to our clients. It solidifies our technical competence, underscores our commitment to excellent customer service, and reaffirms our established position as a reliable AWS […]

Andrii Koval
SaaS Platform Modernization and Database Migration to PostgreSQL on Amazon RDS

Executive Summary Challenge: To modernize its Project and Portfolio Management (PPM) SaaS platform,  OpenText (formerly Micro Focus) made the call to shift its products from on-premises Oracle servers to PostgreSQL on Amazon RDS. They faced various hurdles due to inconsistencies within the database and the legacy architecture of their app. They also requested a reusable custom algorithm for forthcoming migrations. Solution: The ABCloudz team successfully migrated the OpenText database from Oracle to Amazon RDS cloud. The ABCloudz team leveraged DMS […]

Alexander Gora
Deploying Multi-Tenant SaaS Application on AWS

Discover the scalable multi-tenant backend architecture and robust CI/CD process at the heart of the client-server solution we developed for our major pharmaceutical customer. Initially crafted to assist asthma patients with medication adherence, this app also enables doctors to monitor treatment progress remotely. The market success of this solution led our customer to strategically scale it, offering it to other healthcare providers under a white labeling model. To technically achieve this strategy, we needed to develop a scalable, distributed backend […]

Konstantin Maevskiy
Fault-tolerant algorithm for migrations from MySQL to MongoDB

When it comes to seamless data system management, our international IT client needed a solution to migrate their client’s legacy MySQL solution to a fully-managed MongoDB environment. Our team at ABCloudz was up for the challenge and delivered a fault-tolerant algorithm that ensures the migration process is reliable and user-friendly. The need for fault-tolerance and simplicity To achieve this, our customer required a solution that could automatically restart the migration from where it halted in case of any disruptions during […]

Oleksandr Gora

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