My Blog Posts

Sharing insights on technology, AI, and software development

GenAI Blog Series

How GPT Knows What to Say Next ?

How GPT Knows What to Say Next ?

Let’s assume you have a clever and extra-ordinary robot which reads articles,books and websites . Now whenever you asks quetion to robot it gives answer from what he read from the books,articles and websites.Then this robot works like an GPT- Generat...

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What is tokenization ?

What is tokenization ?

Tokenization plays a crucial role in how GPT and other large language models (LLMs) understand and generate responses. In this blog, we’ll break down what tokenization is, why it’s so important, and the common techniques used in GPT-like systems. Wha...

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What are vector embeddings ?

What are vector embeddings ?

Imagine you have a huge wardrobe where you’ve tossed in all your clothes — shirts, shoes, dresses, jackets in no particular order. Instead of sorting them by size or color, you organize them by vibe: Comfortable home clothes in one section Elegant...

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System Prompts in AI: The Hidden Force Shaping LLM Behavior

System Prompts in AI: The Hidden Force Shaping LLM Behavior

In the rapidly evolving world of artificial intelligence, especially with the rise of Large Language Models (LLMs) like GPT, Claude, and LLaMA, one crucial yet often overlooked element determines how these models think and respond — system prompts. T...

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Retrieval-Augmented Generation (RAG): Making AI Smarter by Letting It “Look Stuff Up”

Retrieval-Augmented Generation (RAG): Making AI Smarter by Letting It “Look Stuff Up”

Large language models (LLMs) like GPT are amazing at generating human-like text. But let’s be honest—they have their flaws. Sometimes they make up facts (we call this hallucination), and they don’t know anything that happened after their training cut...

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