PinnedMastering LLM (Large Language Model)Best Practices for RAG PipelineOver the past few years, RAG has matured and multiple studies has been done to understand pattern and behaviors which can result in low…Sep 1Sep 1
PinnedMastering LLM (Large Language Model)How Agentic RAG solves problem with current RAG limitationsIn this volume 4 of coffee break concept, we will understand how AgenticRAG helps solve limitations of traditional RAG.Aug 171Aug 171
PinnedMastering LLM (Large Language Model)How Much GPU Memory is Needed to Serve a Large Language Model (LLM)?In nearly all LLM interviews, there’s one question that consistently comes up: “How much GPU memory is needed to serve a Large Language…Aug 1715Aug 1715
Mastering LLM (Large Language Model)11 Chunking Strategies for RAG — Simplified & VisualizedRetrieval-Augmented Generation (RAG) combines pre-trained language models with information retrieval systems to produce more accurate and…4d ago4d ago
Mastering LLM (Large Language Model)Mastering Caching Methods in Large Language Models (LLMs)Large Language Models (LLMs) like OpenAI’s GPT-4 have transformed natural language processing, enabling applications ranging from chatbots…Sep 27Sep 27
Mastering LLM (Large Language Model)How to Select Right LLM model for your use caseWhen you begin any client project, one of the most frequently asked questions is, “Which model should I use?” There isn’t a straightforward…Sep 7Sep 7
Mastering LLM (Large Language Model)How OpenAI or DeepMind calculates cost of training a transformer based models?The basic equation giving the cost to train a transformer model is given by:Aug 24Aug 24
Mastering LLM (Large Language Model)New course on AgenticRAG with LlamaIndexA new course on agenticRAG with LlamaIndex includes 5 real-time case studies with code examplesAug 15Aug 15
Mastering LLM (Large Language Model)Tired of Poor RAG Results?If you are tired of poor RAG results then follow these steps, a coffee break concepts Vol 2Jun 9Jun 9
Mastering LLM (Large Language Model)Difference between cross encoders & bi-encoders (Coffee break concepts Vol 1)Mastering LLM Presents: Coffee Break ConceptsMay 20May 20
