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Major tech players have retired hundreds of solutions over the years. Google alone has deprecated more widely used software than most companies create in their lifetime. Whether or not we liked those services, the truth is that it’s never easy to switch. Being a part of a larger ecosystem makes it even harder, especially if […]

When we decided to start our own company, back in 2015, the first thing we did as founders of SmartCat was define our company values. As industry seniors we have seen good practices, best practices and a whole lot of bad ways in which certain things were handled when it comes to internal dynamics, relationships […]

Why did we organize this meeting? Why do I have to write the minutes of meeting after each call? It is important to know why are we doing things we do – we need to have an end goal and acceptance within us to make us want to do things we do. This is why […]

When we decided to open up the SmartCat, we had already gained various experience working mostly for outsourcing web development companies. At first, we tried to apply the same processes and steps to build data science solutions. We realized soon enough that this would be a learning journey and we needed to adjust our way […]

Using artificial intelligence, including large language models (LLMs) and methods like RAG (Retrieval-Augmented Generation), is changing how we work with data. Say goodbye to scrolling through endless Excel spreadsheets and going through ten procedures just to gain business insights. With AI, today we can interact with all available business data using text or voice queries, […]

Setting up CUDA and cuDNN for Machine Learning can be a challenging process. This guide walks you through the steps to install CUDA and cuDNN on your system, ensuring it’s correctly configured for machine learning tasks.Whether you’re an experienced developer or a beginner in the world of machine learning, this tutorial will help you get […]

Creating a chatbot assistant involves integrating several key components: data scraping, vector databases, semantic query routing, and utilizing an LLM. This tutorial demonstrated how to implement RAG to enhance your chatbot’s knowledge and accuracy. By following the steps outlined, you can collect and process data, develop chatbot logic, and deploy your chatbot efficiently. Additionally, integrating […]

Anthropic recently released a set of new LLM models called Claude 3. These models performed outstandingly compared to leading LMM models such as OpenAI’s GPT and Google’s Gemini. Accordingly, Claude 3 models for text-to-text and image-to-text tasks were tested and compared with competing GPT models. Results:— Haiku, Claude 3’s light and fast model, delivers impressive […]

Imagine you’re in a vast library that has only your favorite genres. There are thousands of books and you can’t wait to explore and find those sequels of favorite stories. But there’s a catch: to find that sequel, you must know its exact title. There’s no other way to conduct a search. Frustrating, right?  Say […]