Скачать или смотреть 4.) Integrating your docker registry and secrets manager

#machinelearning #mlops #ai #deeplearning #deployment

Learn about two powerful integrations offered by TrueFoundry: Docker Registry and Secret Store. Discover how to integrate a Docker Registry, such as Google Artifact Registry, to deploy existing images stored in the registry. We’ll be going through the step-by-step process to connect the registry, specify the image url, and deploy the image to the Kubernetes cluster. Additionally, explore the functionality of the Secret Store, which allows you to securely store and utilize secrets, such as API keys, using AWS SSM or other backends. Create secret groups, assign secret values, and incorporate them as environment variables in deployments.
Hence, unlock the full potential of TrueFoundry's integrations for efficient and secure deployment workflows.

00:00 Integrating Docker Registry
02:12 Checking pods and the endpoint of the image
02:47 Integrating Secret Store


ABOUT THE HOST

Srihari Radhakrishna is a Senior ML Engineer at TrueFoundry. With a passion for creating exceptional interfaces for ML production, he strives to bridge the gap between complex algorithms and user-friendly experiences. Recognising the potential of generative AI, he is currently immersed in exploring how this cutting-edge technology can revolutionize software development.

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ABOUT TRUEFOUNDRY

TrueFoundry is a cross-cloud machine learning deployment PaaS that enables enterprises to speed up model testing and deployment while maintaining full security and control for the Infra/DevSecOps team. We enable machine learning teams to deploy and monitor models in 15 minutes with 100% reliability and scalability, saving money and allowing models to be released into production faster, resulting in genuine business value. We deploy on the customer's infrastructure, taking data privacy and other security concerns into consideration.

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