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Models

gte-base

Medium-sized open source text embedding model, offers great performance for the size.
Dimension:Size of a single vector
supported by this model.
768
Distance Metric:Used to measure similarity
between vectors.
cosine

Overview

Ideal model for good performance while keeping with open source and minimal hardware requirements. Works well on messy data. Good for short queries expected to return medium-length passages of text (1-2 paragraphs).

See here for an example.

Using the Model

Installation:

Creating Embeddings:

Learn how vector databases work