PinnedAnthony AlcarazinArtificial Intelligence in Plain EnglishUnlocking Self-Optimizing LLM Apps: Harnessing DSPy and SELF-DISCOVERArtificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text.Mar 65Mar 65
PinnedAnthony AlcarazinTowards Data ScienceEmbeddings + Knowledge Graphs: The Ultimate Tools for RAG SystemsThe advent of large language models (LLMs) , trained on vast amounts of text data, has been one of the most significant breakthroughs in…Nov 14, 202311Nov 14, 202311
PinnedAnthony AlcarazinTowards Data ScienceEnhanced Large Language Models as Reasoning EnginesArtificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text.Dec 23, 20233Dec 23, 20233
PinnedAnthony AlcarazinTowards Data ScienceVector Search Is Not All You NeedArtificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text.Sep 18, 202317Sep 18, 202317
PinnedAnthony AlcarazinThe Modern ScientistTowards Hybrid Reasoning: Assimilating Structure into Subsymbolic SystemsArtificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text.Jan 193Jan 193
Anthony AlcarazCreating the Bridge Between Graphs and Large Language ModelsGraphs provide an intuitive way to capture the intricate web of connections that underlie many real-world systems. Meanwhile, LLMs have…13h ago13h ago
Anthony AlcarazSolving Business Problems with AI: A Spectrum of Deterministic and Stochastic MethodsThe worlds of structured knowledge and artificial intelligence are converging in exciting new ways.1d ago1d ago
Anthony AlcarazThe Science of Effective Summarization with Large Language Models: Challenges, Techniques, and…In an age of information overload, the ability to distill vast amounts of text into concise, accurate summaries has become an essential…1d ago1d ago
Anthony AlcarazThe Complementarity of Reasoning Retrieval and Prompt EngineeringAt their core, LLMs are pattern recognition machines, trained on vast corpora of text to predict the most likely sequences of words. When…2d ago2d ago
Anthony AlcarazParallel, Diverse, Multi-Step, Specialized: The Four Pillars of GenAI EfficiencyFour pivotal strategies have emerged as the cornerstones of GenAI optimization: parallel workflows, diverse knowledge bases, multi-step…3d ago3d ago