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Models

text-embedding-3-small

Latest embedding model from OpenAI. Performance and cost optimization gains.
Dimension:Size of a single vector
supported by this model.
1536 or 512
Distance Metric:Used to measure similarity
between vectors.
cosine or dot product
Max Seq. Length:Number of tokens the model
can process at once.
8191

Overview

Huge performance gains for multilingual embeddings — measured by the leap from 31.4% to 54.9% on the MIRACL benchmark.

Using the model

Installation:

Creating Embeddings:

Learn more about text-embedding-3-small