Introduction In the world of software and hardware development, perfection is the ultimate goal. Every line of code, every circuit board, and every interaction must function seamlessly to meet users’ ever-growing expectations. Historically, achieving this has been a labor-intensive process, relying heavily on manual testing and predefined test cases. However, with the rapid growth of […]
Introduction The chemical industry is an important part of the economy as it produces and supplies raw materials for various ingredients and use cases. There are thousands of products on the market, all of which have different compositions, technical properties, and requirements for their usage. The correct selection of products is, therefore, complicated and very […]
In the evolving landscape of artificial intelligence, creating AI applications that provide accurate, contextual, and reliable responses has become increasingly crucial. Retrieval-augmented generation (RAG) emerges as a powerful framework that addresses this challenge by combining the strengths of information retrieval with generative AI models. In this comprehensive guide, we’ll explore how to build a robust […]
Have you ever performed with GenAI chatbots like ChatGPT or Claude? They’re first-rate equipment that can help us write, clear up issues, and create content. But just like any generation, they can be susceptible to certain hints or manipulations. One such vulnerability is referred to as a “prompt assault.” Let’s smash down what this means […]
The world of technology has seen a revolutionary shift with the advent of Generative AI (Gen AI), empowering developers, businesses, and creators to innovate like never before. Generative AI refers to systems that can generate content – whether it’s text, images, music, or even code—based on a set of inputs. While AI technologies like machine […]
Introduction Fine-tuning large language models for code generation typically requires significant computing power. Many popular models, such as Code LLaMA or CodeT5, demand high-performance GPUs like NVIDIA A100, making them less accessible for most users. However, by leveraging LoRA (Low-Rank Adaptation) and quantization techniques with libraries such as `BitsAndNytes` and `PEFT`, you can fine-tune Starcoder2 […]
Imagine a world where tedious documentation writes itself, data analysis happens in a flash, and initial stakeholder interviews are conducted by AI assistants. Generative AI (Gen AI) is rapidly transforming the field of business analysis, automating tasks and empowering analysts to become strategic powerhouses. Business analysts are the backbone of any IT project, acting as […]
What comes to mind when we think of “agile ways of working”? Agility, as a mindset and methodology, empowers us to navigate this complex and dynamic landscape with resilience and adaptability. It enables us to embrace change, iterate quickly, and pivot when necessary, all while maintaining a steadfast focus on delivering value and driving meaningful […]
The world of software development is fast-evolving. Today’s need is not only learning programming but to capitalise on edge cutting tools. GitHub Copilot, an AI-powered code completion tool by GitHub and OpenAI, is making a significant impact by generating code snippets and offering intelligent suggestions based on context. As an iOS developer, I integrated Copilot […]
