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Latest from the Blog
From Chatbot to Agent: What Actually Changes
When most people start using LLMs, they build a chatbot. You type something. The model replies. You ask again. It replies again. At first, this feels impressive. It can explain code, summarize notes, rewrite emails, and answer questions in a way that feels smart and useful. But after some time, one limitation becomes very obvious.…
What Are Weights and Parameters in an LLM
Basic of LLM
Understanding Transformers, the Engine of LLMs
Transformers are the backbone of modern AI models like GPT, Claude, Llama, and Gemini. Their core idea is straightforward: language only makes sense when you understand how words relate to each other. A transformer begins by turning each word into a vector that captures meaning — “coffee” sits closer to “tea” than to “mountain,” “king”…
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Ratnesh dubey 