AskHandle Blog

Featured insights from the AskHandle team.

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What is an LLM and What Can It Do?

February 9, 2025 · Dustin Collins · 6 min read

A large language model (LLM) is a type of artificial intelligence that processes and generates human-like text. These models are trained on vast amounts of text data and are designed to predict and create coherent sentences. LLMs, like ChatGPT, can understand context, provide detailed answers, and carry conversations almost as fluently as a human. Their capabilities make them valuable tools across industries, enhancing productivity and improving services.

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February 9, 2025
Mastering the Art of Forming Connections: How to Win Friends and Influence People
Alicia Gopin · 5 min read
In a world buzzing with social networks, real-life connectivity might seem like a fading art. Yet, the ability to win friends and influence people remains an invaluable skill, shaping personal and professional landscapes. This tantalizing craft, when practiced with sincerity and smart strategies, can open doors to endless opportunities.
February 8, 2025
What is a Token in AI Language Models?
Dustin Collins · 5 min read
In artificial intelligence, especially within large language models (LLMs) like GPT, the concept of a token plays a key role. These tokens act as the building blocks of the language processing system. Without tokens, these models wouldn't know how to analyze or generate text effectively.
February 8, 2025
Envisioning the Experience of Interacting with General AI
Steven Moore · 3 min read
The approach to interacting with general AI presents exciting possibilities. General AI, also known as strong AI or artificial general intelligence (AGI), is designed to understand, learn, and apply knowledge to solve diverse problems, similar to human intelligence. Unlike narrow AI, which focuses on specific tasks, AGI can transfer learning across domains and manage complex responsibilities that typically require human input.
February 7, 2025
vLLM: Supercharging Large Language Model Inference
Dustin Collins · 6 min read
Large language models (LLMs) are transforming industries, but deploying them efficiently can be a challenge. vLLM.ai offers a solution: a high-throughput and memory-efficient inference and serving engine designed specifically for LLMs. It allows developers and organizations to serve these powerful models with significantly improved speed and reduced costs. This article will explore what vLLM is, how it works, and the benefits it provides.
February 7, 2025
How to Lift the Retail Customer Experience
Nina Kimes · 3 min read
In retail, offering a quality product is just the beginning. Customers seek memorable experiences that go beyond simple transactions.
February 6, 2025
How to Build a Chat Completion Experience with AskHandle API
Junjie Shi · 5 min read
Creating an AI-powered chat application is achievable with the AskHandle API. This guide walks you through authenticating, setting up a chat room, and sending messages to your AI assistant for real-time responses.
February 6, 2025
The Landscape of Broad AI in Business Applications
Billy Ewing · 3 min read
AI is driving significant advancements in technology. Broad AI refers to systems capable of a wide range of activities, demonstrating flexibility and learning capabilities that resemble human intelligence. This approach to AI can bring substantial benefits to businesses across various sectors. This article examines Broad AI and how companies can utilize its features to improve operations and drive innovation.
February 6, 2025
What is RAG?
Vitalii Sventyi · 3 min read
In the world of technology, where machines are taught to think and learn like humans, a concept called continual learning plays a critical role. This concept is part of machine learning, a branch of artificial intelligence (AI) that enables computers to learn from experience and improve over time. But what exactly is continual learning, and why is it important? Let's dive into the basics, using simple and straightforward language.
February 6, 2025
What is Continual Learning in Machine Learning?
Vitalii Sventyi · 3 min read
In tech, continual learning helps machines learn from their actions, similar to how we learn. It's a crucial part of machine learning, a type of AI that makes computers smarter over time. Let's explore what makes continual learning important in simple terms.
February 6, 2025
How Machine Structures Learn Unstructured Data
Junjie Shi · 3 min read
Unstructured data, being formless and complex, is like the raw clay in a potter's hands. It holds immense potential, but to extract valuable insights, it must be shaped and given form. Machine learning (ML) acts as the potter, transforming unstructured data into structured, usable information that businesses and organizations can leverage to make informed decisions.
February 5, 2025
What is Reinforcement Learning?
Lillian Kim · 3 min read
Reinforcement learning (RL) is a type of machine learning where an agent learns to make decisions by interacting with an environment. It's all about trial and error, and getting better over time through feedback. The agent receives rewards for good actions and penalties for bad ones, and it uses this feedback to learn an optimal policy, which is a strategy for making the best decisions in any given situation.
February 5, 2025
Exploring the World of Six Sigma Methodology
Nina Kimes · 3 min read
Six Sigma, a term that buzzes through the corridors of business with the promise of streamlined processes and quality improvement, stands tall in the land of management strategies. It is a meticulous, data-driven approach designed to eliminate defects and enhance quality in any process; be it manufacturing, transactions, customer service, or product design. Six Sigma is like a fine-tooth comb, expertly removing the tangles and knots of inefficiency and errors, aiming for near-perfection in product and process quality.
February 5, 2025
Celebrating the Colors of Spring: Chinese Spring Festival Traditions
Junjie Shi · 3 min read
Spring brings warmth, blooming flowers, and the joyful celebrations of the Chinese Spring Festival. Also known as the Chinese New Year or Lunar New Year, this festival encompasses ancient traditions, family bonding, and community joy, filling homes and streets with festive colors.
February 4, 2025
Supervised Fine-Tuning (SFT): A Key Technique in AI Model Improvement
Annie Hayes · 5 min read
Supervised fine-tuning (SFT) is a critical process in the development and enhancement of AI models. It’s one of the most effective methods for teaching models to handle specific tasks and make more accurate predictions. Whether you are working with language models, image recognition systems, or other machine learning applications, SFT is at the heart of improving performance in a targeted manner.
February 4, 2025
Top 10 Retail Giants in the American Market
Aria Singh · 3 min read
The American retail scene is a dynamic arena where major players dominate, significantly impacting the shopping experience for consumers nationwide. These giants are not merely stores; they represent key pillars in the American retail ecosystem. Here's an overview of the top 10 retailers that lead the way in the U.S. retail sector.
February 3, 2025
Smaller AI Models Are Taking Over
Elise Taylor · 3 min read
The race to build the largest AI models is slowing. Companies and researchers are now shifting focus to smaller, more efficient large language models (LLMs). These models are agile, cost-effective, and often perform just as well in practical applications. This trend is making AI more scalable, sustainable, and accessible across industries.
February 3, 2025
Master the Art of SEO: Your Journey to Becoming an Expert
Nina Kimes · 3 min read
In the vast digital landscape, search engine optimization (SEO) has emerged as a beacon of light, illuminating the path to online visibility and success. For those seeking to master the art of SEO, a combination of curiosity, perseverance, and a knack for technology can unveil the secrets hidden within the algorithms that govern the realm of search engines.
February 3, 2025
The Power of Action Verbs in Resumes
Melissa Olson · 3 min read
When it comes to crafting the perfect resume, your choice of words can make all the difference. Think of your resume as a personal advertisement where each word can catch a hiring manager's eye and position you as the ideal candidate. Among the most potent tools in your resume writing arsenal are action verbs – dynamic beacons that can illuminate your experience and accomplishments with vibrancy and precision.
February 2, 2025
Open Source LLMs: What's the Big Deal?
Jessy Chan · 5 min read
Open source large language models (LLMs) are a big topic these days. But what does it really mean, and why should anyone care? In short, it means that the code and sometimes the model weights of these powerful AI tools are made freely available for anyone to use, modify, and distribute. This contrasts with closed-source models where the underlying technology is kept secret and users are only allowed limited access. This shift has profound implications for the future of AI and technology in general.
February 2, 2025
The Difference Between AI and Augmented Intelligence
Nina Kimes · 3 min read
Artificial Intelligence (AI) and augmented intelligence are terms commonly used in the tech industry. They signify different concepts. While both enhance capabilities through technology, their approaches and goals differ.
February 2, 2025
The Most Useful Keyboard Shortcuts in Excel
Katherine Holland · 3 min read
Excel is a powerful tool that enables users to analyze data, create charts, and perform calculations quickly and efficiently. While many users are familiar with the basic functions of Excel, there are several keyboard shortcuts that can significantly enhance productivity and make working with spreadsheets a breeze. In this article, we will delve into some of the most commonly used keyboard shortcuts in Excel, so you can become an Excel wizard in no time!
February 1, 2025
Graph Neural Networks: Navigating the World of Graph-based Machine Learning
David Thompson · 2 min read
Graph Neural Networks (GNNs) provide a powerful approach in machine learning, particularly for data structured in graph form. Unlike traditional neural networks that work best with grid-like data (e.g., images, text), GNNs excel at capturing complex relationships within graph data. This ability makes them crucial for tasks where understanding the connections between entities is important.
February 1, 2025
How Can a SaaS Marketing Agency Help Your Business?
Nina Kimes · 3 min read
Are you a SaaS (Software as a Service) company looking to elevate your marketing efforts and reach a wider audience? If so, you might have considered partnering with a SaaS marketing agency. But what exactly can a SaaS marketing agency do for your business, and how can it benefit you in the long run?