The MLnotes Newsletter

The MLnotes Newsletter

Share this post

The MLnotes Newsletter
The MLnotes Newsletter
Faster, Cheaper Retrieval with Embedding Quantization

Faster, Cheaper Retrieval with Embedding Quantization

Angelina Yang's avatar
Mehdi Allahyari's avatar
Angelina Yang
and
Mehdi Allahyari
Apr 18, 2024
∙ Paid

Share this post

The MLnotes Newsletter
The MLnotes Newsletter
Faster, Cheaper Retrieval with Embedding Quantization
Share

Embeddings are a fundamental component of most modern AI stack. When working with large document repositories, the computational costs of storing and retrieving embeddings can quickly become prohibitive. Fortunately, there's a solution: embedding quantization.

What is Embedding Quantization?

Embedding quantization is the process of compressing high-dimens…

Keep reading with a 7-day free trial

Subscribe to The MLnotes Newsletter to keep reading this post and get 7 days of free access to the full post archives.

Already a paid subscriber? Sign in
© 2025 MLnotes
Privacy ∙ Terms ∙ Collection notice
Start writingGet the app
Substack is the home for great culture

Share