AVAbhay Vermainretrievalaugmentedgeneration.hashnode.dev·Feb 14 · 3 min readWhat is retrieval augmented generation (RAG)?Retrieval augmented generation, or RAG, is an architecture for optimizing the performance of an artificial intelligence (AI) model by connecting it with external knowledge bases. RAG helps large language models (LLMs) deliver more relevant responses ...00
AVAbhay Vermaintokenizers-in-gpt.hashnode.dev·Feb 13 · 6 min readUnderstanding GPT Tokenization — A Complete Beginner-to-Deep GuideWhat Problem Are We Actually Solving? Before we talk about tokenization, let’s understand the real situation. A Large Language Model (LLM) like GPT does not understand: Letters Words Grammar Meaning It understands numbers and vectors. When you ...00
AVAbhay Vermainreact-performance-optimization-tips.hashnode.dev·May 23, 2025 · 2 min read🏎️ React Performance Optimization Tips (with Real Demos)Avoid Unnecessary Renders with React.memo What it is:React.memo prevents a functional component from re-rendering unless its props change. const MyComponent = React.memo(({ value }) => { console.log("Rendered!"); return <div>{value}</div>; }); W...00
AVAbhay Vermainlearners.hashnode.dev·Feb 23, 2024 · 3 min readObjects in javascriptJavascript objects Th object type represents on of the javascript datatypes. It is used to store various key value pairs and much more complex entities. Objects can be created using the object(), constructer or the object initializer/literal syntax. ...00
AVAbhay Vermainlearners.hashnode.dev·Mar 2, 2023 · 14 min readArray and its methods in javascriptWhat is an Array? An array is a collection of items which are stored at the contagious memory location .In javascript we can store items of different datatypes also in the same array. Items stored in the array can be accessed using the index of the r...00
