Friends of OpenJDK Today
Foojay Podcast #47: Artificial Intelligence and Machine Learning with Java
April 15, 2024About 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…
Video
Podcast (audio only)
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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