Artificial Intelligence Archives - Page 3 of 3

An Introduction to Artificial Intelligence and Machine Learning

What is Artificial Intelligence? Artificial Intelligence (AI) describes the capacity of machines and computer systems to demonstrate intelligent behaviors and execute tasks that traditionally demand human intellect. This involves the ability to learn from data, understand complex situations, and respond appropriately. AI encompasses a wide array of methods, algorithms, and approaches that empower machines to […]

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Demystifying the Magic: How Does NLP Work?

Artificial Intelligence / Anil Tiwari

Ever find yourself chatting with a virtual assistant or watching an app predict your next word? That’s the magic of Natural Language Processing (NLP) at work. It’s the art and science of enabling computers to not just process, but understand and even generate human language. Think of it as building a bridge between our messy, nuanced world

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RAG: The Future of Generative AI and How It Works.

Artificial Intelligence, Generative AI / Anil Tiwari

We’re on the cusp of a new era in artificial intelligence, one where AI assistants are no longer limited by the static knowledge they were initially trained on. Imagine an AI that can not only understand your requests but also dynamically access, process, and integrate the latest information to provide truly insightful and relevant answers.

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Vector Databses: Riding the AI Wave

Artificial Intelligence, Generative AI / Anil Tiwari

The release of powerful GPT models has thrust vector databases into the spotlight. These databases are poised to be a key technology in powering the next generation of AI applications, serving as a form of long-term memory and enabling more complex workflows for Large Language Model (LLM)-based systems. The Evolving Need for Vector Databases In

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Create a Custom ChatGPT Assistant with Your Documents

Artificial Intelligence, Generative AI / Anil Tiwari

We are going to build custom ChatGPT using your own document library. We are going to take advantage of latest development in large language models (LLM) like OpenAI GPT-3, GTP-4. There are 2 approaches to build question/answering system using LLM (Large language model). 1. Fine tune GPT If you fine tune GPT, it will not

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What is chatgpt?

Artificial Intelligence, Generative AI / Anil Tiwari

Everyone’s buzzing about ChatGPT these days. From tech enthusiasts to those less familiar with AI, the question on everyone’s mind is: “How does it actually work?” I’ve noticed a lot of my non-technical friends and family asking me about the magic behind it, so I wanted to break down the basics of ChatGPT without diving into

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How Neural Network works in Plain English

Artificial Intelligence / Anil Tiwari

Imagine teaching a computer to distinguish between different types of fruit. Instead of programming specific rules for each fruit, you could show it numerous examples, allowing it to learn the distinguishing characteristics on its own. Neural networks operate on a similar principle, enabling them to discern patterns and relationships within data without explicit instructions. A

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Navigating the Landscape of Machine Learning: A Deep Dive into Learning Paradigms

Artificial Intelligence / Anil Tiwari

Machine Learning (ML) has become a critical enabler of modern technological advancements, empowering computers to learn from data, identify intricate patterns, and make intelligent, data-driven decisions. At the heart of this transformative field lie various learning techniques, each designed to equip machines with the ability to acquire knowledge, refine their performance, and solve complex problems.

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What is Artificial Intelligence: A closer look at AI.

Artificial Intelligence / Anil Tiwari

Artificial Intelligence (AI) has rapidly transitioned from the realm of science fiction to a tangible force reshaping industries and influencing our daily routines. Its transformative potential is undeniable, promising to revolutionize how we work, interact, and perceive the world around us. This article delves into the core concepts of AI, explores its key building blocks,

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History of Artificial Intelligence

Artificial Intelligence / Anil Tiwari

A Comprehensive History of Artificial Intelligence Artificial Intelligence (AI), the pursuit of machines exhibiting human-like cognitive capabilities, is a field marked by bold ambitions and a cycle of rapid progress interspersed with periods of difficulty. The evolution from abstract theories to concrete applications has been protracted and captivating, shaped by brilliant minds, technological advances, and

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