PinnedAbhinav KimothiinTowards AI7 Retrieval Metrics for Better RAG SystemsA Simple Guide to Evaluating Accuracy in Information Retrieval Tasks6d ago16d ago1
PinnedAbhinav KimothiinTowards AIEmbeddings — The Blueprint of Contextual AIEmbeddings are vector representations of data. Embeddings are data that has been transformed into n-dimensional matricesAug 13Aug 13
PinnedAbhinav KimothiinAI AdvancesSeven 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 TasksSource : Image generated by author using YarnitApr 71Apr 71
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
Abhinav 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
Abhinav KimothiinTowards AIProgression of Retrieval Augmented Generation (RAG) SystemsImage by Author : Generated using Yarnit AIJan 241Jan 241
Abhinav KimothiinTowards AIGradient Descent and the Melody of Optimization AlgorithmsSource : Image generated using AI by AuthorJan 116Jan 116
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 KimothiinArtificial Intelligence in Plain EnglishEvaluation 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