5min chapter

Unsupervised Learning cover image

Ep 14: Chroma CEO Jeff Huber on Vector Databases, Multimodal Embeddings & Building an AI Startup

Unsupervised Learning

CHAPTER

The Importance of an Embedding in Open Source Software

Maya: I think Valentine's Day is actually a great day when you're launching something in open source, right? It feels like a bit of a gift or a love letter to the community. Maya: If you reflect on how many folks were talking about this stuff in December versus now, it's amazing how far we've come. The thing that we want people to do is be able to have language models learn and remember things outside of their own weights. And so embedding models are machine learning models trained to put similar things close to each other in high dimensional space.

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