
Building a Deep Research with Open-Source - Understanding Modern Research Agents
MLOps World: Machine Learning in Production via YouTube
Overview

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This webinar explores the technology behind research agents, focusing on how to build a Deep Research clone using open-source tools. Stefan Webb, Developer Advocate at Zilliz and former Applied ML Researcher at Twitter and Meta, breaks down the concepts underpinning modern agents with a focus on DeepSearcher, an open-source alternative to OpenAI's Deep Research. Learn how these technologies synthesize large amounts of diverse information to revolutionize question-answering capabilities. Drawing from his experience as an Oxford PhD graduate with publications in top machine learning conferences (NeurIPS, ICLR, ICML), Webb shares his expertise in Generative AI and vector databases while demonstrating practical applications of this emerging technology.
Syllabus
Building a Deep Research with Open-Source
Taught by
MLOps World: Machine Learning in Production