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Automate Knowledge Graphs for RAG: Building GraphRAG with OpenAI API

投稿日 2025年4月8日 | 視聴回数 37.2K
# Developers & Builders
# OpenAI API
# ChatGPT
# Advanced & Builder Skills
# Work
# North America
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Gianni Crivello
Senior Customer Engineer - AI/ML @ Techolution

Gianni Crivello is an accomplished Senior AI/ML Solutions Architect with expertise in enterprise AI solutions and machine learning infrastructure. His work focuses on implementing cutting-edge AI technologies for major corporations, helping organizations leverage artificial intelligence to solve complex business challenges and improve operational efficiency. With experience spanning startups to established enterprises, he combines technical expertise in modern AI frameworks. As a recognized voice in the AI community, he frequently speaks at industry events and holds several technical certifications in cloud computing and artificial intelligence. His career is marked by successful collaborations with Fortune 500 companies, where he has consistently delivered AI solutions that bridge the gap between innovative technology and practical business applications.

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Grant Kurz
CEO @ DeepStation

Grant Kurz is a software engineer, community builder, and entrepreneur with over 10 years of experience who founded DeepStation, a global AI community of 3,000+ industry professionals delivering 70+ AI presentations and workshops. Through partnerships with the OpenAI Academy and Miami Dade College, he's committed to making AI education accessible and equipping professionals with the skills needed to leverage AI's transformative potential. Grant is also the CEO of Consultabit, an AI consultancy.

His diverse technical accomplishments include developing RAG systems for factory automation at Coca-Cola and Stanley Black & Decker, creating CryptoScenarios—a crypto analytics platform with 400,000+ users that was acquired by CoinLedger.io—and building an AI Call Center solution adopted by a major U.S. political campaign. Grant's work has been featured in Forbes, Coindesk, and OpenAI's blog, highlighting his technical expertise across multiple industries and his mission to accelerate AI education and innovation through the power of community.

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Mohammed Husain
Solutions Engineer @ OpenAI

Mohammed is a Solutions Engineer supporting OpenAI's Global Affairs team. Mohammed has extensive experience working in and around the public sector on emerging technology issues, most recently coming from Scale AI where he supported global defense and intelligence partnership and adoption of Generative AI. He holds a M.S. Systems Engineering from Virginia Tech and a B.S. Aerospace Engineering from UCLA.

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要約

Discover how to leverage the OpenAI API to automatically generate comprehensive Knowledge Graphs from text documents. The session breaks down a powerful yet accessible process that significantly enhances RAG (Retrieval-Augmented Generation) capabilities beyond traditional Vector-based approaches. You'll learn how Knowledge Graphs create contextual connections between information, resulting in more accurate, nuanced AI responses and deeper insights from your data. Perfect for developers and AI practitioners looking to advance their document processing capabilities.

DeepStation accelerates AI education and innovation through the power of community, empowering engineers, business professionals, and enthusiasts to thrive in the AI wave. The global community teaches AI, connects local talent with industry, and facilitates economic development through expert-led presentations, hands-on workshops, and regional industry summits. The community has established chapters in Miami, Brazil, and is expanding to new regions worldwide.

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