https://github.com/jina-ai/jina-sagemaker
Jina Embedding Models on AWS SageMaker
https://github.com/jina-ai/jina-sagemaker
aws embeddings sagemaker
Last synced: 4 months ago
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Jina Embedding Models on AWS SageMaker
- Host: GitHub
- URL: https://github.com/jina-ai/jina-sagemaker
- Owner: jina-ai
- License: apache-2.0
- Created: 2023-09-13T03:13:03.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2025-09-09T04:27:25.000Z (10 months ago)
- Last Synced: 2025-10-20T07:54:10.206Z (9 months ago)
- Topics: aws, embeddings, sagemaker
- Language: Jupyter Notebook
- Homepage:
- Size: 568 KB
- Stars: 11
- Watchers: 15
- Forks: 1
- Open Issues: 2
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Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- License: LICENSE
Awesome Lists containing this project
README
Jina 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:
```bash
pip install --upgrade jina-sagemaker
```
Install from source:
```bash
python setup.py install
```
## Usage
Please configure your AWS credentials before using this package. You can do this by following the instructions [here](https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-quickstart.html).
Please follow the examples in `notebooks` to get an overview of how to use model packages offered for real time inference and batch transform jobs.