/plushcap/analysis/weaviate/weaviate-openais-matryoshka-embeddings-in-weaviate

OpenAI's Matryoshka Embeddings in Weaviate

What's this blog post about?

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.

Company
Weaviate

Date published
June 18, 2024

Author(s)
Leonie Monigatti, Zain Hasan

Word count
1638

Language
English

Hacker News points
None found.


By Matt Makai. 2021-2024.