Chroma's Jeff Huber on Vector Databases and Getting AI into Production
Founded & Funded
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Challenges of Building Machine Learning Models and Advancements in Language Models
This chapter explores the difficulties faced in building machine learning models before the current hype cycle, highlighting the time-consuming processes of data collection, labeling, training, and iteration. It also presents the advancements in language models and generative AI that have simplified the development of interesting applications for non-experts.
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