🔍Encoding

Learn the different ways Vector AI can help you encode complex, unstructured data

Vector AI has deployed a few encoders that follow a very standard encoding scheme. This is to assist users with encoding as easily as possible.

These encoders are summarised in the table below.

Encoder Name	Description
text	Encode English text data into a vector.
text- multi	Encode multi-lingual text data into a vector. However, if you are looking to get good English vectors, we recommend the text encoder as it has better performance.
image	Encode an image.
image-text	Encode an image to make it searchable with text. However, if you are looking for good image similarity, we recommend the image encoder for better performance.
text-image	Encode text to make it searchable with images. However, If you are looking for text similarity, we recommend the text encoder for better performance.