Artificial Intelligence and Machine Learning with Java (#47)

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...

Guests

Lize Raes

• linkedin.com/in/lize-raes-a8a34110
• twitter.com/LizeRaes
• Personal blog: epic.engineering

Lutske de Leeuw

• linkedin.com/in/lutske

Podcast Host: Frank Delporte

• foojay.social/@frankdelporte
• linkedin.com/in/frankdelporte

Content

00:00 Introduction of the topic and guests

01:25 AI and ML, where to begin?
• Foojay Podcast Episode #34: foojay.io/today/foojay-podcast-34

05:06 Can LLM help to structure and query data?

07:32 About LangChain4j
• Project repository: github.com/langchain4j/langchain4j
• Documentation and tutorials: docs.langchain4j.dev
• Talk "Java meets AI: A Hands On Guide to Building LLM Powered Applications with LangChain4j": youtube.com/watch?v=BD1MSLbs9KE
• Vaadin chatbot in 20 lines of code: twitter.com/marcushellberg/status/176009622652…

11:29 Developers will work differently with AI
• 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): 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
• github.com/langchain4J/langchain4J-examples
• webtechie.be/post/2024-03-18-search-documentat…

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"?
• sdgs.un.org

38:45 Java evolutions to handle AI better
• tornadovm.org
• openjdk.org/projects/sumatra
• openjdk.org/projects/panama

40:56 About TornadoVM and GPU usage
• tornadovm.org
• foojay.io/today/foojay-podcast-45

43:10 Conclusions

Music

• Barbershop John
• Hermine Deurloo
• Synapse by Shane Ivers - silvermansound.com