Content Deep Dive
OpenAI's Matryoshka Embeddings in Weaviate
Blog post from Weaviate
Post Details
Company
Date Published
Author
Leonie Monigatti, Zain Hasan
Word Count
1,638
Language
English
Hacker News Points
-
Summary
OpenAI has released two new embedding models, text-embedding-3-small and text-embedding-3-large, which are trained using the Matryoshka Representation Learning technique. This technique allows for a trade-off between performance and cost in embeddings by shortening them while maintaining accuracy. The embeddings can be used with Weaviate vector database to store more information at lower costs and search faster.