Featured insights from the AskHandle team.
Most recent featured
April 4, 2025 · Dustin Collins · 3 min read
In the world of computers, terms like graphic card and GPU are often thrown around, especially when discussing video games, graphic design, or any task that requires rendering images or videos. While these terms are related, they're not exactly the same. Let's break down the difference and relationship between a graphic card and a GPU in simpler terms.
April 3, 2025
Jessy Chan · 3 min read
Open source is not merely a development methodology but a strategic imperative that fosters innovation, community, and sustainability. Its benefits span from operational efficiencies to fostering a loyal user base, proving time and again that in the world of technology, openness can indeed be the key to unlocking true potential. As we surge forward, open source remains a pivotal force, sculpting the technological fabric of tomorrow.
April 3, 2025
Junjie Shi · 4 min read
A prompt is your way of conversing with Generative AI, telling it what you need in a language it understands. Mastering prompt engineering, or the art of crafting these instructions, can significantly elevate the quality of results you get. Whether you're a writer seeking inspiration, a developer working on a project, or a curious soul exploring AI's capabilities, the clarity, specificity, and structure of your prompt make all the difference. Let’s embark on a journey to unlock the secrets of writing a good prompt that leads you to your desired outcome, using straightforward language and practical examples.
April 3, 2025
Emily Henderson · 3 min read
Data mining helps turn raw information into useful knowledge. Businesses accumulate huge amounts of data daily. This data is generated from all areas of operation, from customer interactions to sales records to internal operations. Without the right tools and methods, it becomes hard to find patterns. Data mining offers methods to sift through this sea of information, extract useful patterns, and turn them into action plans. This article looks at how data mining is applied in customer service, market analysis, and internal data management.
April 2, 2025
Emily Henderson · 3 min read
AI is evolving at an unprecedented pace, giving rise to new research directions that hold the potential to transform industries and reshape society. Here are five cutting-edge topics in AI that are attracting significant interest from researchers and innovators alike:
April 2, 2025
Aria Singh · 3 min read
Imagine a time when computers don't just follow commands, but understand you, make smart decisions, predict future outcomes, and learn from the world just like humans do. This future isn't a distant dream but today's reality, thanks to the development in three pivotal areas: Artificial Intelligence (AI), Machine Learning (ML), and Natural Language Processing (NLP). While these terms are often thought to be the same, each represents a unique aspect of advanced technology.
April 2, 2025
Emily Henderson · 3 min read
Graphics Processing Units, more commonly referred to as GPUs, have become a cornerstone technology in modern computing. Known for their ability to handle complex mathematical calculations quickly, they are indispensable for a range of applications, from gaming and video editing to artificial intelligence and cryptocurrency mining. But with great power comes great expense – GPUs can be notoriously pricey. Let's explore why this is the case.
April 2, 2025
Nina Kimes · 3 min read
Graphics Processing Units, commonly known as GPUs, are the wizards of the computing world. They have a highly specialised skill set focused on making images, videos, and animations look smooth and stunning on your screen. Whether you're watching a movie, playing a video game, or simply scrolling through photos on your phone, the GPU is hard at work behind the scenes, casting its spells to give you the best visual experience possible.
April 1, 2025
Billy Ewing · 3 min read
AI has the potential to transform how small businesses operate. While many small businesses are eager to adopt these technologies, they often face significant challenges in doing so. This article will explore the five main challenges that small businesses encounter when implementing AI solutions.
April 1, 2025
Vitalii Sventyi · 2 min read
In AI, teaching computers to talk and write like humans is a big challenge. Two common ways to do this are Retrieval-Augmented Generation (RAG) and fine-tuning. Each has its good and bad points, making them fit for different AI tasks. We'll look at these methods, breaking down their advantages and disadvantages in easy words.
April 1, 2025
Junjie Shi · 3 min read
Vector databases, specialized in storing and searching through high-dimensional data (like the vectors representing images, text, or audio in AI models), have become critical tools. They offer the ability to quickly retrieve information based on the content's similarity, an essential feature for building responsive and intelligent AI systems. Among the plethora of options available, here are the top 5 vector databases you should consider for your AI projects, including the popular Milvus.
March 31, 2025
Billy Ewing · 3 min read
AI is now a major part of daily life, from virtual assistants to self-driving cars. Many scientists have helped push AI technology forward. Here, we highlight five of the most influential researchers who have made important contributions to recent AI advancements.
March 31, 2025
Vitalii Sventyi · 2 min read
Imagine you're writing a story and get stuck at some point. You might go back to your favorite book or the internet to find inspiration or gather more information. Similarly, Retrieval Augmented Generation (RAG) allows AI models to look up relevant information while generating text. It's like the AI has access to a vast library of information it can search through to make its output more accurate and informative.
March 30, 2025
Billy Ewing · 3 min read
Spring is a time when the world comes alive. The days grow longer, the air turns warmer, and flowers begin to bloom. Each year, this season inspires a sense of renewal and rebirth. As nature sheds the cold grip of winter, it prompts us to reflect on our lives and renew our own goals. Spring offers a perfect opportunity for self-reflection and personal growth.
March 30, 2025
Nick Kljaic · 5 min read
The introduction of Retrieval-Augmented Generation (RAG) marked a turning point, combining generative AI with data retrieval mechanisms to ensure that generated content is not only creative but also accurate and contextually relevant. Now, with the advent of Codeless RAG, this powerful technology is becoming more accessible, allowing businesses to implement advanced AI solutions without the complexities of coding.
March 29, 2025
Vitalii Sventyi · 5 min read
RAG, or Retrieval Augmented Generation, is a way to make AI smarter. Here’s how it works: Retrieval means finding information, Augmented means enhancing something, and Generation is about creating new content. So, RAG improves AI by helping it search for relevant information before providing an answer. This means the AI doesn’t just make guesses; it looks up information to ensure its responses are accurate.
March 29, 2025
Dustin Collins · 3 min read
Once upon a time in the world of technology, something exciting happened—a new concept called Langchain made its grand entrance into the scene of Artificial Intelligence (AI). But what is this Langchain, and why should you care? Let's jump right into the wonders of Langchain with a touch of simplicity and creativity!
March 29, 2025
Katherine Holland · 3 min read
AI is changing how businesses operate, especially in how decisions are made. AI reasoning offers new ways to analyze data, find patterns, and suggest strategies, moving some decision-making from humans to computers. This shift can lead to faster, better-informed choices that help companies compete and grow.
March 28, 2025
Alicia Gopin · 3 min read
When exploring Large Language Models (LLMs) like Llama, a common question arises: How exactly does the model know what each numeric token represents in terms of actual words? Let's break down this fascinating aspect of language models.
March 28, 2025
Nick Kljaic · 5 min read
RAG has transformed AI by merging information retrieval with content generation, resulting in more accurate and useful outputs. Now, Codeless RAG is pushing these advancements further by making this sophisticated AI accessible to a broader audience. AskHandle is leading this transformation, offering powerful AI tools to businesses and creators everywhere.
March 27, 2025
Emily Henderson · 3 min read
Artificial Intelligence has reached a stage where it doesn't merely analyze images—it creates them from scratch. But how exactly does AI know what to paint?
March 27, 2025
Junjie Shi · 3 min read
Retrieval Augmented Generation (RAG) is an innovative AI method that improves generative models by incorporating information retrieval techniques. Traditionally, utilizing this technology demanded significant coding expertise, which restricted its availability. Now, with the emergence of Codeless RAG platforms, this obstacle has been eliminated, allowing businesses of all sizes to access advanced AI technology without needing technical skills.
March 27, 2025
Elise Taylor · 3 min read
Generative AI is a type of AI that focuses on creating new content, such as text, images, music, and even videos. It's like having a digital assistant that can come up with ideas and produce original content based on your input. This technology has become increasingly popular in recent years, with applications in various industries, from entertainment to healthcare.
March 25, 2025
Nina Kimes · 3 min read
The world is full of information, and we take it in through different ways: seeing pictures, hearing sounds, reading words. For computers to truly assist us, they need to be able to do the same. That's where multimodal AI comes in. It combines various types of data to create a more complete and useful interaction. This article will explain how multimodal AI works and why it is so important.
