RishiExploring GraphRAGDiscover GraphRAG by Microsoft: a new approach in RAG systems, building knowledge graphs from queried datasets for structured data…Aug 11Aug 11
RishiUnderstanding Particle Swarm Optimization (PSO): From Basics to BrillianceOptimizing complex functions can be a daunting task, but there’s an algorithm that can make the process easier - Particle Swarm…Mar 20Mar 20
RishiThe Power of Model Compression: Guide to Pruning, Quantization, and Distillation in Machine…In today’s world of AI, we need models that work fast and don’t use up too many resources. To make this happen, we use model compression…Jan 30Jan 30
RishiDirect Preference Optimization (DPO) in LLMsGuide to Direct Preference Optimization with implementationJan 18Jan 18
RishiReinforcement Learning with Human Feedback in LLMs: A Comprehensive GuideGuide to RLHF in Large Language Models (LLMs)Jan 111Jan 111
RishiRetrieval-Augmented Generation (RAG) Simplified!In this article, we will talk about how Retrieval Augmented Generation works and can be used in enterprise use cases, specifically with…Jan 10Jan 10
RishiSimply Explained: Attention Mechanisms - A Journey without JargonUnveiling the Magic of Attention Mechanisms in AI: A User-Friendly Journey into the Heart of Language UnderstandingSep 8, 2023Sep 8, 2023
RishiA Simple Convolutional Neural Network (CNN) ModelUnderstanding of the basic concepts of the CNN model :May 26, 2023May 26, 2023
RishiDemystifying Decision Trees: A Comprehensive Guide to Understanding and ImplementingIntroductionMay 8, 2023May 8, 2023