Cache-Augmented Generation (CAG): A Simpler and Faster Alternative to Retrieval-Augmented Generation (RAG)
Cache-Augmented Generation (CAG) has emerged as an innovative approach for enhancing language model performance by leveraging preloaded knowledge. It provides a streamlined, efficient alternative to...
Dual Approaches to Building Knowledge Graphs: Traditional Techniques or LLMs
Knowledge graphs are powerful tools for representing relationships between entities in a structured format. They are widely used in various industries like healthcare, finance, e-commerce, and more to organize vast amounts of data...
What is LLM: The Process of Building Your Own Large Language Models
Large Language Models (LLMs) have become a cornerstone of modern artificial intelligence, enabling machines to understand, generate, and interact with human language in ways previously thought impossible...
Exploring the World of Small Language Models (SLMs)
Small Language Models (SLMs) are revolutionising the field of natural language processing (NLP) by offering efficient, cost-effective, and highly capable alternatives to larger language models (LLMs). Let's delve into what SLMs...
IMDB Movie Review Sentiment Analysis
The act of computationally recognising and categorising opinions contained in a piece of text, especially in order to discern whether the writer has a good, negative, or neutral attitude...