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E5: The Embedding Revolution: Anton Troynikov on Chroma, Stable Attribution, and future of AI

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

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Navigating the World of Vector Databases

This chapter explores the concept of vector databases and their role in representing data as vectors in high-dimensional spaces. It discusses advancements in embedding techniques fueled by transformer models and the significance of vector embeddings for enhancing information retrieval across various applications. The chapter also touches on challenges faced by developers in AI and hints at a future with smaller, more efficient models that emphasize knowledge composition.

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