Artificial Intelligence
Artificial Intelligence
Attention Mechanism in Large Language Models
March 7, 2025
Attention Mechanism in Large Language Models
The Engine of Contextual Understanding Introduction Large Language Models (LLMs) like GPT-4, BERT, and T5 have revolutionized artificial intelligence by…
Retrieval-Augmented Generation (RAG)
March 5, 2025
Retrieval-Augmented Generation (RAG)
Enhancing AI with Dynamic Knowledge Integration IntroductionRetrieval-Augmented Generation (RAG) represents a transformative approach in natural language processing (NLP), merging the…
LLM Pruning: A Comprehensive Guide to Model Compression
March 3, 2025
LLM Pruning: A Comprehensive Guide to Model Compression
Introduction Large Language Models (LLMs) like GPT-4, BERT, and LLaMA have revolutionized AI with their ability to understand and generate…
AI Agents: Short-Term vs. Long-Term Memory
February 27, 2025
AI Agents: Short-Term vs. Long-Term Memory
How Machines Remember to Think, Act, and Learn Introduction AI agents—from chatbots to self-driving cars—rely on memory systems to process…
Sparsity in Large Language Models (LLMs)
February 7, 2025
Sparsity in Large Language Models (LLMs)
Introduction Large Language Models (LLMs) like GPT, BERT, and T5 have revolutionized natural language processing (NLP) by achieving state-of-the-art performance…
Sparse Embeddings vs. Dense Embeddings : Things you must know
February 5, 2025
Sparse Embeddings vs. Dense Embeddings : Things you must know
Introduction In the fields of machine learning and natural language processing (NLP), embeddings are a fundamental concept used to represent data in…
DeepSeek v3: Disrupting the Gen AI space
January 29, 2025
DeepSeek v3: Disrupting the Gen AI space
Introduction DeepSeek v3, the latest iteration in the DeepSeek series of large language models (LLMs), represents a significant leap forward…
Don’t Do RAG — CAG vs. RAG: The AI Evolution You Need to Know About
January 7, 2025
Don’t Do RAG — CAG vs. RAG: The AI Evolution You Need to Know About
CAG is 40x Faster, Retrieval-Free, and More Precise In the world of AI advancements, the choice of methodology can make…
What is a Multilingual LLM?
August 5, 2024
What is a Multilingual LLM?
Imagine a computer that can understand and speak multiple languages as fluently as a human. That’s essentially what a Multilingual…
What is a Multimodal LLM?
August 1, 2024
What is a Multimodal LLM?
Introduction Large Language Models (LLMs) have rapidly evolved, demonstrating remarkable capabilities in understanding and generating human-like text. However, the world…