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Introduction to Large Language Models

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   What are LLMs?  LLM stands for Large Language Models. They are advanced level AI models which can understand and generate human like text. LLMs can write letters, generate code, answer questions about anything and even talk to us, as if we are speaking with a human. But what actually makes LLMs capable of doing all of these tasks? In this article we'll dive into details of LLMs along with their history and also discuss some concepts, to understand how LLMs work. I have written this article keeping both technical and non technical readers in mind. Let's get started  🚀   For a second, lets remove the beginning L(Large) from LLM, and look at just Language Model, as Language Models are the foundation of LLMs.   Basics of Language Models What is a Language Model? It is basically an AI model which can predict the next word in a sequence of words. For example when we type a message on our smart phone and it suggests the next set of words, it is a kind of language model powering it

Building a Security System using Computer Vision

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Computer Vision. Does it sound familiar?   No?  I am sure the following pictures should look familiar. or this? or this? All of the above, are few out of many applications of Computer Vision technology.  Computer Vision is a field focused on equipping computers, to derive information from the digital images and videos. In short, it has the power to convert a camera lens into an eye.  When a Tesla car runs in autopilot mode, it automatically gains understanding of most of the things on the road, including road path, vehicles, people, traffic sign boards, traffic lights etc. This happens in just the same way, a human driver driving a car understands what his eyes are watching.  Actually it is a number of cameras(similar to human eye) viewing the surroundings, then communicating with the processing system(similar to human brain) in Tesla car, which understands what it is viewing and then takes the required action.  This programmatic communication and the resultant action, is what Computer