Foojay Podcast #47: Artificial Intelligence and Machine Learning with Java
- April 15, 2024
- 20530 Unique Views
- < 1 min read
About one and a half years ago, ChatGPT was launched.
The way we search for information and develop software has changed a lot since then as the use of Artificial Intelligence suddenly became a lot easier.
What can we expect in the near future, and how can we program AI ourselves with Java? Let's find out…
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Guests
Lize Raes
- https://www.linkedin.com/in/lize-raes-a8a34110/
- https://twitter.com/LizeRaes
- Personal blog: www.epic.engineering
Lutske de Leeuw
Podcast Host: Frank Delporte
Content
- 00:00 Introduction of the topic and guests
- 01:25 AI and ML, where to begin?
- Foojay Podcast Episode #34: https://foojay.io/today/foojay-podcast-34/
- 05:06 Can LLM help to structure and query data?
- 07:32 About LangChain4j
- Project repository: https://github.com/langchain4j/langchain4j
- Documentation and tutorials: https://docs.langchain4j.dev/
- Talk "Java meets AI: A Hands On Guide to Building LLM Powered Applications with LangChain4j": https://www.youtube.com/watch?v=BD1MSLbs9KE&t=1s
- Vaadin chatbot in 20 lines of code: https://twitter.com/marcushellberg/status/1760096226522148940
- 11:29 Developers will work differently with AI
- https://foojay.io/today/foojay-podcast-29/
- Talk "The New Superpower in the Developer's Toolbox" with more insights in where the field of software development will evolve in the AI era): https://www.youtube.com/watch?v=rENT1fDR69I
- 15:36 Concerns about your code being used by models
- 18:17 Labeling data for models
- 19:53 The cost of API requests versus local systems
- 21:26 Future ideas for LangChain4j
- 28:17 LangChain4j examples repository
- 29:20 Problems with a Chat AI User Interface
- 32:54 Is AI just a hype, like blockchain was?
- 36:42 Can AI help us to "fix the world"?
- 38:45 Java evolutions to handle AI better
- 40:56 About TornadoVM and GPU usage
- 43:10 Conclusions
Music
- Barbershop John
- Hermine Deurloo
- Synapse by Shane Ivers - https://www.silvermansound.com
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Frank Delporte is a Java Champion, Java Developer, Technical Writer at Azul, Blogger, Author of "Getting started with Java on Raspberry Pi", and Pi4J Contributor. Frank blogs about his experiments with Java and JavaFX, sometimes combined with electronic components, on the Raspberry Pi.
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