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.·25 min read·Mar 6, 2024--4--4
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…·10 min read·Nov 14, 2023--11--11
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.·12 min read·Dec 23, 2023--3--3
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.·6 min read·Sep 18, 2023--17--17
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.·16 min read·Jan 19, 2024--2--2
Anthony AlcarazEnterprise RAG at Scale: How to unlock Value with Optimized Architectures and Responsible AI ?RAG systems are the key enablers of LLMs in the corporate environnement.·10 min read·1 day ago----
Anthony AlcarazData Governance in the Age of Generative AI: Leveraging Knowledge Graph RAG for Advanced ReasoningAs generative AI continues to advance, delivering its transformative benefits will hinge on a solid foundation of data governance.·9 min read·2 days ago----
Anthony AlcarazinCodeXRetrieval ComplexityRetrieval, the process of finding relevant information in a collection of documents, is a fundamental component of most QA systems today.·7 min read·3 days ago----
Anthony AlcarazAugmenting AI Reasoning with Retrievable Strategies: A Comparative Analysis of BoT and…Imagine an AI system that can teach itself to reason like a human expert, drawing upon an ever-growing repertoire of problem-solving…·9 min read·4 days ago----
Anthony AlcarazinCodeXThe Rise of Agentic AI: Lessons from CrewAI, Langraph and Autogen·7 min read·5 days ago--1--1