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…May 21May 21
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…Apr 7Apr 7
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…Apr 4Apr 4
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…Jan 309Jan 309
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…Jan 116Jan 116
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…Jan 241Jan 241
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…Jan 81Jan 81
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 LLMJan 3Jan 3
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…Jan 1Jan 1
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…Dec 28, 2023Dec 28, 2023