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

Latest posts

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
Dusker Audio Integration with Sleepbar via BLE

This story is about our collaboration with Dusker, a renowned company dedicated to creating audio products that enhance bedtime experiences. Dusker’s Sleepbar v2.0 is a standout innovation in their product line. This advanced sleep speaker uses bone conduction technology to deliver audio directly through a pillow, making it ideal for listening to music, audiobooks, sleep sounds, and podcasts. It’s designed for comfort with no buds or wires, ensuring a peaceful sleep environment that’s particularly considerate for couples, as the audio […]

Oleksii Svitlychnyi
Firmware Development for a Smart Water Bottle

Immerse yourself in the technical intricacies of developing firmware that empowers a smart water bottle with a wide range of functionalities. This bottle’s purpose extends beyond merely tracking the user’s hydration level; it also timely reminds them to replenish their water intake. Equipped with a microcontroller and sensors, the bottle collects water consumption data and interacts with the user via a mobile application. While a detailed functional overview of this solution can be found here, this blog post will focus […]

Oleksii Svitlychnyi
Smart Water Bottle BLE Integration

In this blog post, we examine how a smart water bottle communicates with a mobile application using the Bluetooth Low Energy (BLE) communication protocol. The customer’s concept is designed to motivate users to maintain a healthy lifestyle by regularly consuming water and monitoring their hydration habits. A comprehensive functional overview of the entire solution is available here.   This post focuses on the technicalities of the BLE communication protocol as it facilitates interaction between the mobile app and the smart water […]

Oleksii Svitlychnyi
The Smart Water Bottle Solution

Imagine a bottle that does more than just hold water—a bottle that communicates with your smartphone, tracks your hydration levels, and nudges you towards healthier habits while conserving the environment. That’s the reality we’ve created with a solution that marries the simplicity of hydration with the complexity of technology. By integrating the bottle with iOS and Android apps using the energy-efficient Bluetooth Low Energy (BLE) protocol, users gain the power to monitor their daily water intake and, simultaneously, contribute to […]

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
Medical App with BLE Blood Pressure Monitor Integration

Explore our development of a BLE-enabled application that simplifies patient monitoring by directly syncing with wireless blood pressure devices, focusing on functionality and user-friendly design. A key feature of the application is its ability to synchronize with wireless medical devices. In this blog post, we will examine the process of establishing a connection with a wireless blood pressure monitor via Bluetooth Low-Energy (BLE) technology. This feature enables users to effortlessly collect data on their blood pressure readings without manual entry. […]

Oleksii Svitlychnyi
Integrating AI into Bionic Hands

In previous blog posts, we provided a functional overview and delved into the technical details of Alt-Bionics’ affordable prosthetic hand, outlining the journey from concept to a product ready for commercial release. What does it take to train an AI to interpret the unique language of muscle signals? This chapter peels back the curtain on the AI training process, revealing how each prosthetic hand is fine-tuned to its wearer’s unique muscular patterns. Unlike the traditional approach, our AI doesn’t generalize; it […]

Dmitriy Liukevych, Oleksii Svitlychnyi
The Technical Aspects of Bionic Hand Development

Our journey with Alt-Bionics, which began with a university project’s ambition to create an affordable bionic hand, has evolved into a technical venture of sophisticated design and innovation. Building on the foundation established by our previous blog post, which provided a functional overview of the Alt-Bionics prosthetic hand, we’re now set to take you behind the scenes of its technical realization. We’ll delve into the technical nuances of the Alt-Bionics project, highlighting our design of the Printed Circuit Board (PCB) […]

Dmitriy Liukevych, Oleksii Svitlychnyi
The New Era of Cost-Effective Prosthetics

Alt-Bionics is tackling the challenge of expensive prosthetic limbs by offering affordable bionic hands. Using innovative technology, these hands are designed to be both cost-effective and functional for individuals with below-elbow amputations. The journey began as a university project aimed at developing a low-cost bionic hand, and since then, Alt-Bionics has continuously pursued its vision with determination and innovation. More on that in this video. The evolution of the bionic hand from a basic prototype to a product ready for […]

Aleksei Mardas, Oleksii Svitlychnyi
ABCloudz Achieves Google Cloud Partner Status

ABCloudz has officially become a Google Cloud Partner through the participation in the Google Cloud Partner Advantage program. This achievement marks the beginning of a strategic alliance with Google, emphasizing our commitment to providing cutting-edge cloud solutions.   Your Trusted Advisor in the Cloud ABCloudz’ decision to opt for the Service Engagement Model within the Google Cloud product family solidifies our position of a trusted Cloud adoption advisor. As a Google Cloud Partner, we are well-equipped to assist our clients […]

Adam Robertson
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
Social Platform for Celestial Observers

In this project, we tackled a complex technical challenge of determining the location of a celestial event based on data captured from user devices that are recording this phenomenon. Imagine a community of celestial observers, a group deeply engrossed in the mysteries above us – from meteor showers to atmospheric phenomena that defy scientific explanation. Their passion? To capture and share these moments, but with a twist. This community faced a unique challenge. While any app allows for recording and […]

Oleksii Svitlychnyi

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