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14min chapter
740: Local AI Models in JavaScript - Machine Learning Deep Dive With Xenova
Syntax - Tasty Web Development Treats
AI-Powered Podcast Episode Grouping and Embeddings
The chapter explores a project utilizing AI to categorize and group podcast episodes based on transcripts, focusing on topics like JavaScript and AI. Detailed discussions include creating embeddings for segments of transcripts to balance granularity and coherence. Techniques such as sentence embeddings, segmenting based on similarities, and various pooling mechanisms like CLS and max pooling are explored, along with challenges and a new technology called Colbert to enhance details in embeddings.
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Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode