ABAditya Bhojaneinrag-in-ai.hashnode.dev·Aug 22, 2025 · 2 min readAdvance RAG Patterns and PipelinesBefore getting straight into advance RAG lets understand few basic of how things works ?so if we need accuracy then agent might take time little longer but if we want output fast then it might less accurate so its very simple1) high accuracy = more t...00
ABAditya Bhojaneinrag-in-ai.hashnode.dev·Aug 20, 2025 · 2 min readRetrieval Augmented Generation High Lvl OverviewAs we impact of Ai is everywhere and it evloving so what if there is a way to generate relative informative for Ai so that it understand that knowledge and give better response to user !, sounds amazing right ! so here RAG comes into the picture1) Le...00
ABAditya Bhojaneinwhat-are-vector-embeddings.hashnode.dev·Aug 18, 2025 · 2 min readAgentic AI: Basic Overview !!Lets undetstand what is ai agent ?so we know different type of prompting like zero shot, few shot and we also give system prompt as well but this just make ai response better or structured now think about what if we provide some kind of power to ai s...00
ABAditya Bhojaneinwhat-is-gpt-really-is.hashnode.dev·Aug 15, 2025 · 2 min readBuilding a “Thinking” Model from a “Non-Thinking” Model Using Chain-of-Thought Prompting ?Nowdays most Ai Models already have COT, capability of resson internally it show Thinking step by step and after few min it gives as accurate answer Why “non thiking” models fail on complex tasks? the reason is very simplethey try to jump into concl...00
ABAditya Bhojaneinwhat-is-gpt-really-is.hashnode.dev·Aug 15, 2025 · 2 min readImportance of system prompts ?A system prompt is basically set of instructions, rules its kind of context we provide to the AI model like a 1st message it acts as how we provide context to it for example persona There are different types of prompting1) Zero-Shot Prompting: The ...00
