Giving New Life to Unstructured Data with LLMs and Agents
AI + a16z
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Innovations in Unstructured Data Processing
This chapter examines the complexities of processing unstructured data in sectors like immigration and finance, detailing the limitations of earlier techniques and introducing a groundbreaking approach using XY coordinate encoding. It discusses the evolution of machine learning applications in this field, particularly the impact of large language models, and proposes new methods to enhance efficiency and reliability in document handling.
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