Issue #3 - Friday February 18, 2022
What’s New @ NeuML publishes interesting content covering our open source projects, services and insights. The scheduled frequency is weekly to monthly.
Here we go!
🐳 Docker Images
txtai is now available on Docker Hub! Spin up a container and run txtai without installing anything. It's never been easier to give txtai a try.
📄 Articles
Here is a list of recent articles relevant to our projects we found interesting.
Deploying FastAPI on AWS as a Lambda container image
Informative overview on how to serve a FastAPI instance over AWS Lambda using the Serverless frameworkRun AWS locally with LocalStack
Great way to run AWS services locally. The community/free edition supports a large number of services. Excellent way to simplify AWS testing and prototyping.Transformer Deploy
Apache 2.0 project that optimizes Hugging Face models for inference. Up to 5x-10x performance gains, excellent project to take a look at.
💡 Roadmap
With container images now available on Docker Hub, upcoming txtai work will focus on serverless workflows.
py27hash was the first open-source project posted for NeuML. It was built to help with the migration of large machine learning models trained on Python 2.7. Even though Python 2.7 is long end-of-life, this project still has significant traction. It was even recently integrated in the AWS Serverless Application Model project. While there aren’t future development plans, the project will still integrate bug fixes.
🔎 Where to find NeuML
In addition to this newsletter, NeuML can be found in the following places: