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 64Mar 64
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 192Jan 192
Anthony AlcarazReasoning Efficiently on Multiple Graphs for Hybrid RAGThe field of AI has long grappled with the challenge of endowing machines with human-like reasoning abilities. While large language models…14h ago14h ago
Anthony AlcarazHow MINPROMPT Uses Graph-Based Techniques to Optimize Data Augmentationhttps://claude.site/artifacts/fba0a992-d562-419a-9808-77855330c82c1d ago1d ago
Anthony AlcarazThe Future of RAG: Agentic, Hybrid, and DynamicAI assistants are becoming increasingly capable of engaging in human-like dialogue and tackling complex tasks. However, even the most…2d ago2d ago
Anthony AlcarazThe Necessary Multi-Step Retrieval Process in Graph RAG SystemsGraph-based Retrieval-Augmented Generation (RAG) systems is a cutting-edge approach to enhancing the capabilities of large language models…4d ago4d ago
Anthony AlcarazLearning to Plan: How to give AI Complex Decision-Making CapabilitiesThe field of AI planning has long been a cornerstone of artificial intelligence research, focusing on enabling machines to devise…Aug 6Aug 6