Today I was thrilled to present how you can empower your Java applications with the power of AI using Spring AI. Don’t miss the opportunity to check out this amazing theoretical and totally hands-on content!

In this presentation we have talked about:

• What is AI?
  • From Machine Learning to LLMs and Generative AI
  • Machine Learning use cases in Healthcare, Fraud Detection, Self-driving systems, etc
• How Java and AI relates
• How to start using Spring AI
• A practical hands-on approach on how to use Spring AI to enhance your Java Spring Boot application with the power of OpenAPI LLM.
• OpenAPI API Key and billing
• Calling ChatGPT without money on it and calling with money on it
• Aspects of billing, which one to use to each case scenario
• Using local LLMs with Spring AI and Ollama (cost free)
• Usage of custom LLMs in the healthcare
• Dialog with the team and answering questions from the audience
• Closing considerations

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Bonus: this is how Ollama looks like running with medllama2, a model trained specially for healthcare and medical stuff, and this was the question mentioned in the live session:

and running exactly what we have done in the live session, but using a local Ollama LLM and Spring AI with Ollama dependency

And of course, you can have your Java application with Spring AI connected locally to this model just by following the steps showed in the presentation.

See you in the next post!!