PinnedAbhinav KimothiSeven Considerations for Product Management in the Era of Artificial IntelligenceAccording to Gartner, Generative AI is at the peak of inflated expectations. You will also find surveys and discussions that indicate a…11 min read·May 21, 2024----
PinnedAbhinav KimothiinTowards AIGoing Beyond Zero/Few-Shot: Chain of Thought Prompting for Complex LLM TasksIt is quite astonishing how Large Language Models or LLMs (GPT, Claude, Gemini etc.) have captured the world’s imagination. It’s a powerful…7 min read·Apr 7, 2024----
PinnedAbhinav KimothiinTowards AIGetting Started with OpenAI : The Lingua Franca of AIA step by step guide to accessing and using the Chat Completions API provided by OpenAI to generate text. Features like streaming, JSON…15 min read·Apr 4, 2024----
PinnedAbhinav KimothiinTowards AIGenerative AI Terminology — An evolving taxonomy to get you startedBeing new to the world of Generative AI, one can feel a little overwhelmed by the jargon. I’ve been asked many times about common terms…18 min read·Jan 30, 2024--9--9
PinnedAbhinav KimothiinTowards AIGradient Descent and the Melody of Optimization AlgorithmsIf you work in the field of artificial intelligence, Gradient Descent is one of the first terms you’ll hear. It is the fundamental…9 min read·Jan 11, 2024--6--6
Abhinav KimothiinTowards AIProgression of Retrieval Augmented Generation (RAG) SystemsThe advancements in the LLM space have been mind-boggling. However, when it comes to using LLMs in real scenarios, we still grapple with…8 min read·Jan 24, 2024--1--1
Abhinav KimothiinAI AdvancesWho will cry when ReLUs die? : Exploring the World of ReLU VariantsIf you’re familiar with Neural Networks and Artificial Intelligence, Activation Functions is a term you must have come across. Activation…5 min read·Jan 8, 2024--1--1
Abhinav KimothiEvaluation of RAG Pipelines for more reliable LLM applicationsBuilding a PoC RAG pipeline is not overtly complex. LangChain and LlamaIndex have made it quite simple. Developing highly impressive LLM8 min read·Jan 3, 2024----
Abhinav KimothiRAG Value Chain: Retrieval Strategies in Information Augmentation for Large Language ModelsPerhaps, the most critical step in the entire RAG value chain is searching and retrieving the relevant pieces of information (known as…7 min read·Jan 1, 2024----
Abhinav KimothiConscious Machines and The Hard ProblemArtificial Consciousness or the idea of a Sentient AI is something that has gained some prominence in the tech discourse- more so with the…5 min read·Dec 28, 2023----