Rajesh KinTowards AIKnowledge Graph QA using Gemini and NebulaGraph LiteGraph databases and knowledge graphs are among the most widely adopted solutions for managing data represented as graphs, consisting of…9 min read·Mar 20, 2024--1--1
Rajesh KinLevel Up CodingAdvanced RAG Techniques using Lamaindex-01-Pre-RetreivalIntroduction4 min read·Feb 29, 2024----
Rajesh KinTowards AILLM Quantization Techniques- GPTQRecent advances in neural network technology have dramatically increased the scale of the model, resulting in greater sophistication and…11 min read·Feb 18, 2024--1--1
Rajesh KinGenerative AIUnravelling the FineTuning Odessy in LLM’sLarge language models (LLMs) have revolutionized natural language processing by offering sophisticated solutions and advanced capabilities…14 min read·Feb 13, 2024----
Rajesh KinGoPenAIRAG vs Fine Tuning: Breaking the mythRAG and fine-tuning are two techniques used to enhance the performance of large language models (LLMs). RAG combines traditional text…7 min read·Feb 3, 2024----
Rajesh KinGoPenAIA Primer on Probablity DistributionsIn statistics and probability theory, a probability distribution describes the likelihood of different outcomes in an experiment or random…7 min read·Jan 24, 2024--1--1
Rajesh KinGoPenAIPart 2: Indexing the Vector SpaceWhat is the difference between index and vector index ?6 min read·Jan 4, 2024----
Rajesh KinGoPenAIPart 1: Decoding Vectors and EmbeddingsJoin on a multi -part journey to uncover the magic of vectors , embeddings , Database and their usage on LLMs7 min read·Jan 4, 2024----
Rajesh KinGoPenAIRecent Advancements in Small Language Models (SLMs)What are Small Language Models (SLMs)?4 min read·Dec 24, 2023----