Learn more about
ai
ai, LLM, prompt-management, chatgpt, claude, Amazon Titan, llama, Amazon Bedrock, cost-optimization, NLP
How to select LLM for SQL generation
Imagine a scenario where a data analyst needs to generate SQL queries to extract specific information from a complex data warehouse, but without deep knowledge of SQL. Our goal was to create an AI assistant that translates natural language to SQL, and we wanted to find the optimal large language model (LLM) for this task. […]
Mariia Horova (Full stack developer), Oleksii Svitlychnyi (Technical writer)
AWS Confirms The High Quality of Our GenAI Solutions
At ABCloudz, we are committed to delivering quality and trustworthiness in every solution we create. Recently, two of our AI-powered solutions, Natural Language Interface for Data Platform and AI Text Classification and Matching, successfully passed the rigorous AWS Foundational Technical Review (FTR). This achievement validates our technical expertise and reinforces our commitment to delivering reliable, […]
Oleksii Svitlychnyi
Natural Language Interface for Data Platform
Imagine a business analyst whose task is to extract necessary information from a data warehouse to generate various reports. They need to be proficient in crafting SQL queries of any complexity—a challenging and time-consuming feat that requires deep understanding of database structures and SQL language. But what if this business analyst had an AI assistant […]
Maksym Kurhanetskyi, Oleksii Svitlychnyi
AI Text Classification and Matching for Better Decisions
Picture this: You have an AI-powered assistant that helps manage your team’s growth. It works with three types of text data: job descriptions, employee skills, and training programs. You give it a job description and an employee’s skill set, and it pinpoints the perfect training programs to bridge any skill gaps. It’s like having a […]
Maksym Kurhanetskyi, Oleksii Svitlychnyi
ABCloudz Achieves Microsoft’s Data & AI Solutions Partner Designation
Data is the lifeblood of any business. The ability to extract insight and value from data plays a critical role in determining long-term success. Efficient data utilization can drive streamlined business processes, reduce waste, and enable well-informed strategic decisions. With the advent of cloud-powered AI and analytics tools, organizations now have unprecedented access to transformative […]
Adam Robertson
ai, LLM, RAG, Amazon Bedrock, chatgpt, Embeddings, aws, Application Development, GenerativeAI, prompt-management
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 […]
Oleksii Svitlychnyi
CI/CD, deployment, devops, ai, chatgpt, Amazon Bedrock, Amazon RDS, aws, LLM, RAG, Embeddings, Neo4j, PostgreSQL, Amazon ECR, backend, GenerativeAI, prompt-management
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 […]
Kostiantyn Odynets, Oleksii Svitlychnyi
ai, chatgpt, GenerativeAI, prompt-management, LLM, Amazon Bedrock, AWS, RAG, Amazon RDS, Neo4j, PostgreSQL, Embeddings, GraphDB, VectorDB
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 […]
Maksym Kurhanetskyi, 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 […]
Dmitriy Liukevych, Oleksii Svitlychnyi
Best Open-Source Tools for AI Video Enhancement
In the ever-evolving landscape of digital content, achieving impeccable video quality has become more than just a desire; it’s a necessity. As you delve into the world of AI video enhancement, you might find yourself amidst a sea of options. Navigating this space, especially if you’re embarking on app development or seeking to elevate your […]
Roman Babchenko
Real-Time Object Detection and Classification in Sports Using AI and Computer Vision
Imagine being able to quickly recognize the positions of players and referees, grouped by their respective teams, while watching a live soccer, popularly also known as football in various other parts of the world. This is no longer just a pipe dream, but rather a reality, thanks to developments in AI and computer vision technologies. […]
Roman Babchenko
chatgpt, LLM, RAG, GenerativeAI, prompt-management, ai, ml, Embeddings, PostgreSQL, Redis, LangChain, ai-model-training
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 […]
Maksim Kurganetskiy
Keyword spotting on embedded device demo
In this article, I will share my experience setting up a software demo project for a device, which can recognize and act on certain voice commands. The solution will be used to evaluate the feasibility of using ML (Machine Learning) approach to detect keywords in a constrained environment. Our demo is quite simple conceptually: a […]
Dmytro Liukevych
Santa Pix, an AI-powered image editing app
Once upon a time, before “AI” was a word of the day, our team had been building advanced solutions in the area of image processing, powered by Machine Learning (ML) and AI (Artifical Intelligence). Today, we are introducing a Santa Pix project, an image editing and cropping app powered by ML. Santa Pix is designed […]
Oleksandr Sokol, Oleksiy Koriyagin
Leveraging the power of ChatGPT with Keyssistant
OpenAI’s ChatGPT captured imagination of the world with unlimited possibilities it can bring to our daily life. Our mobile team had many ideas for the projects, and one of them revolved around creating a smart keyboard powered by AI. Introducing Keyssistant Keyssistant is a mobile keyboard extension that seamlessly integrates AI-powered capabilities into all messaging […]
Pavlo Pozdniakov