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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
- 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 John
- Hermine Deurloo
- Synapse by Shane Ivers - https://www.silvermansound.com
View all episodes
By Foojay.ioAbout 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 John
- Hermine Deurloo
- Synapse by Shane Ivers - https://www.silvermansound.com
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