Jina Embedding Models on AWS SageMaker

jina-sagemaker package offers streamlined tools for interacting with Jina Embedding Models through the AWS SageMaker Marketplace, all within a Python environment.

Installation

The package can be installed with pip:

pip install --upgrade jina-sagemaker

Install from source:

python setup.py install

Usage

Please configure your AWS credentials before using this package. You can do this by following the instructions here.

Following notebooks give an overview of how to use the package for inference and batch transform jobs:

• Real-time Inference
• Batch Transform