Holly Cummins
Senior Principal Software Engineer @ Red Hat
Holly Cummins is a Senior Principal Software Engineer on the Red Hat Quarkus team.
Before joining Red Hat, Holly was a long time IBMer, in a range of roles from cloud consultant, full-stack javascript developer, WebSphere Liberty devops architect, JVM performance engineer, to innovation leader.
Holly led projects for enormous banks, tiny startups, and everything in between.
Holly has used the power of cloud to understand climate risks, count fish, help a blind athlete run ultra-marathons in the desert solo, and invent stories (although not at all the same time).
Holly is also a Java Champion, author, and regular keynote speaker.
You can follow her on twitter at @holly_cummins or at hollycummins.com.
All Sessions by Holly Cummins
12:45
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13:20
Leverage LLMs in Java with LangChain4j and Quarkus
AuditoriumFriday 22.Nov
THEME: AI
In this session, we’ll explore how to infuse AI capabilites into Java applications, using LangChain4j and its Quarkus integration. We’ll start from the Quarkus DevUI where you can try out AI models even before writing any code. Then we’ll explore LangChain4j features such as prompting, chaining, and preserving state; agents and function-calling; enriching your AI model’s knowledge with your own documents using retrieval augmented generation (RAG); and discovering ways to run (and train) models locally using tools like Ollama and/or Podman AI Lab. In addition, we’ll take a look at observability and fault tolerance of the AI integration and compile the app to a native binary.
TAGS: #Quarkus #LLM #Java