TDC - The Developers Conference - An Introduction to Machine Learning in Java with the Tribuo library

Mar 11, 20250 likes12 views

Juarez Junior

TDC - The Developers Conference - An Introduction to Machine Learning in Java with the Tribuo library.pdf

Spring AI is a project aiming to simplify the development of applications that integrate artificial intelligence (AI) functionalities. It focuses on the core belief that the next wave of Generative AI applications will be ubiquitous across many programming languages, including Java. So, it achieves this by providing abstractions and interfaces that manage the complexity of AI models. This talk provides an excellent introduction to Spring AI, its use, and the typical use cases it can address. The demos comprise Java code samples with Spring AI, the Oracle Database 23ai, and Oracle AI Vector Search. @juarezjunior

The Trinity in GenAI - Spring AI, LangChain4J and OpenAIJuarez Junior

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LangChain4J is a Java-based library inspired by the popular Python library LangChain, which is a framework for Generative AI applications, allowing developers to connect various building blocks easily to create powerful AI applications. Spring AI aims to apply Spring ecosystem design principles such as portability and modular design to the AI domain. It encapsulates many of the complexities required to interact with several different GenAI providers, such as OpenAI. The demos comprise Java code samples with Spring AI, LangChain4J, OpenAI, the Oracle Database 23ai, and Oracle AI Vector Search. @juarezjunior

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