Artificial Intelligence and Machine Learning with Java (#47‪)‬ Foojay.io, the Friends Of OpenJDK!

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

Lutske de Leeuw
https://www.linkedin.com/in/lutske/ 

Podcast Host: Frank Delporte
https://foojay.social/@frankdelporte https://www.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: 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 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
https://github.com/langchain4J/langchain4J-examples https://webtechie.be/post/2024-03-18-search-documentation-javafx-chat-langchain4j/ 
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"?
https://sdgs.un.org/ 
38:45 Java evolutions to handle AI better
https://www.tornadovm.org/https://openjdk.org/projects/sumatra/https://openjdk.org/projects/panama/ 
40:56 About TornadoVM and GPU usage
https://www.tornadovm.org/ https://foojay.io/today/foojay-podcast-45/ 
43:10 Conclusions


Music

Barbershop JohnHermine DeurlooSynapse by Shane Ivers - https://www.silvermansound.com