OpenAI vs Open-Source Multilingual Embedding Models

Choosing the model that works best for your data

We’ll use the EU AI act as the data corpus for our embedding model comparison. Image by Dall-E 3.

OpenAI recently released their new generation of embedding models, called embedding v3, which they describe as their most performant embedding models, with higher multilingual performances. The models come in two classes: a smaller one called text-embedding-3-small, and a larger and more powerful one called text-embedding-3-large.

Very little information was disclosed concerning …

artificial intelligence embedding large language models openai thoughts-and-theory