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143 followers·323 articles

LLM's

#llms·143 followers·323 articles

LLM's

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Nov 05, 2024·

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Code Sky

codesky.cloudhero.in·Aug 22, 2025

Aug 22, 2025

Why Do So Many GenAI Projects Fail – and How Can We Succeed?

Generative AI (GenAI) projects face an alarmingly high failure rate across industries. Recent MIT research indicates that up to 95% of enterprise GenAI pilots fail to deliver meaningful impact, while other studies report failure rates of 70–85%. Thes...

Why Do So Many GenAI Projects Fail – and How Can We Succeed?

Discuss·18 reads

Leo Cavalcante

leocavalcante.dev·Aug 22, 2025

Aug 22, 2025

A Engenharia de Prompt e a Variação entre LLMs

No universo do desenvolvimento de software, a engenharia de prompts está emergindo como uma disciplina crucial. A habilidade de extrair respostas precisas e úteis de Modelos de Linguagem Grandes (LLMs) tornou-se uma vantagem competitiva. No entanto, ...

A Engenharia de Prompt e a Variação entre LLMs

Discuss·1 like·153 reads

Aman Kumar

amank736836-genai.hashnode.dev·Aug 21, 2025

Aug 21, 2025

🚀 Advanced RAG Patterns and Pipelines

In the previous article, we explored the basics of Retrieval Augmented Generation (RAG)—how it combines a retriever and generator to give better answers. That was the foundation. But in real-world production systems, basic RAG isn’t always enough. As...

🚀 Advanced RAG Patterns and Pipelines

Discuss·2 reads

GenAI With JS Cohort

Maverick

jyanshu.hashnode.dev·Aug 20, 2025

Aug 20, 2025

LLMs vs Agents vs Agentic AI

The world of AI is rapidly evolving, and terms like LLM (Large Language Model), agent, and Agentic AI are becoming central to modern applications. This guide will clarify what each means, how they differ, how they are implemented, and why they matter...

LLMs vs Agents vs Agentic AI

Discuss·3 reads

viraj kothalawala

viraj kothalawala

vkothalawala.hashnode.dev·Aug 17, 2025

Aug 17, 2025

I Tried Using AI + RAG to Automate Compliance (APRA CPS 234 & ISO 27001) — Here’s What Happened

Lately, I’ve been tinkering with an idea that sits right at the intersection of AI, cybersecurity, and compliance frameworks. If that sounds like a strange mix, it kind of is — but hear me out. Why I Started This As a security engineer, I’ve lost cou...

Discuss·20 reads

SecurityEngineering

Vikas Kumar

vikas360.hashnode.dev·Aug 17, 2025

Aug 17, 2025

Understanding Tokenization: The First Step Inside an LLM Transformer

Tokenization: The First Step Inside an LLM Transformer When people talk about Large Language Models (LLMs) like GPT, BERT, or others, they often skip the very first step: tokenization. Without tokenization, the model wouldn’t even understand what we ...

Understanding Tokenization: The First Step Inside an LLM Transformer

Discuss·6 reads

Vikas Kumar

vikas360.hashnode.dev·Aug 17, 2025

Aug 17, 2025

Vector embeddings inside the LLM transformer

When we talk about large language models (LLMs) like ChatGPT, people often think of them as machines that just “know everything.” But the real secret of how they work comes down to something called vector embeddings📈. If you’ve never heard of this t...

Vector embeddings inside the LLM transformer

Discuss·2 reads

Nandini Kashyap

Nandini Kashyap

system-prompts-and-ways-to-prompting.hashnode.dev·Aug 15, 2025

Aug 15, 2025

Breaking Text Into Pieces: A Simple Guide to Tokenization

🔹 What is Tokenization? Tokenization is the process of breaking text into smaller pieces called “tokens.”Why? Because computers don’t naturally understand sentences the way humans do. They need everything in small chunks to process meaning step by s...

Discuss·4 reads

Abhiraj Damodare

Abhiraj Damodare

vector-embeddings-explained-to-my-mom.hashnode.dev·Aug 15, 2025

Aug 15, 2025

Vector Embeddings Explained to My Mom

When I first told my mom I was working with “vector embeddings,” she paused, looked over her glasses, and said, “Is this something to do with your school geometry? Or some kind of stitching?” Not exactly, Ma. Let me explain in a way that makes sens...

Vector Embeddings Explained to My Mom

Discuss·2 reads

vector embeddings

Abhiraj Damodare

Abhiraj Damodare

mastering-system-and-prompt-types.hashnode.dev·Aug 15, 2025

Aug 15, 2025

System Prompts & Prompting Types: The Practical Guide I Wish I Had on Day One

Strong system prompts set the rules of the game; good prompting strategies help you win. Master both and you’ll ship more reliable, on‑brand, and useful AI features.Why system prompts matter more than you think When people say “prompting,” they usual...

System Prompts & Prompting Types: The Practical Guide I Wish I Had on Day One

Discuss·1 like·6 reads

Prompt Engineering