Author: Sophia Parafina
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A Quick Guide to Containerizing Llamafile with Docker for AI Applications
This post was contributed by Sophia Parafina. Keeping pace with the rapid advancements in artificial intelligence can be overwhelming. Every week, new Large Language Models (LLMs), vector databases, and innovative techniques emerge, potentially transforming the landscape of AI/ML development. Our extensive collaboration with developers has uncovered numerous creative and effective strategies to harness Docker in AI…
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Improved Docker Container Integration with Java 10
Many applications that run in a Java Virtual Machine (JVM), including data services such as Apache Spark and Kafka and traditional enterprise applications, are run in containers. Until recently, running the JVM in a container presented problems with memory and cpu sizing and usage that led to performance loss. This was because Java didn’t recognize…
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Multi-Stage Builds
This is part of a series of articles describing how the AtSea Shop application was built using enterprise development tools and Docker. In the previous post, I introduced the AtSea application and how I developed a REST application with the Eclipse IDE and Docker. Multi-stage builds, a Docker feature introduced in Docker 17.06 CE, let you orchestrate…
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Spring Boot Development with Docker
The AtSea Shop is an example storefront application that can be deployed on different operating systems and can be customized to both your enterprise development and operational environments. In my last post, I discussed the architecture of the app. In this post, I will cover how to setup your development environment to debug the Java REST backend that…
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Live Debugging Java in Docker – Just in time for JavaOne!
Developing Java web applications often requires that they can be deployed on multiple technology stacks. These typically include an application server and a database, but these components can vary from deployment to deployment. Building and managing multiple development stacks in a development environment can be a time consuming task often requiring unique configurations for each…
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