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Models

jina-embeddings-v2-base-en

Strong text embedding model capable of embedding large text passages.
Dimension:Size of a single vector
supported by this model.
768
Distance Metric:Used to measure similarity
between vectors.
cosine
Max Seq. Length:Number of tokens the model
can process at once.
8192

Overview

Ideal for text embeddings where short queries are expected to return large passages of text. Works well with messy data. Can be used via Jina Embeddings API - users can get an API key here https://jina.ai/embeddings/.

Using the Model

Installation:

Creating Embeddings:

Learn more about jina-embeddings-v2-base-en