LangChain4J - use the power of LLMs in Java!

Ғылым және технология

An introduction to LangChain4J : what it is, why use it, with 7 short demos showing its main use cases in Java. We'll use Azure OpenAI and MistralAI, Dalle-3, GPT-4 and Mistral 7B, learn how to use embeddings and vector databases, and how to use the RAG pattern.
The demos use a Spring Boot application that is easy to understand and re-use in your own projects. It is available at github.com/jdubois/2024-LangC...

Пікірлер: 16

  • @_sarthak_.2
    @_sarthak_.221 сағат бұрын

    Sir spectacular work I loved to see this amazing tutorial....

  • @gauravsalunke8652
    @gauravsalunke865225 күн бұрын

    Thanks Julien

  • @irynaliubarska4437
    @irynaliubarska44374 ай бұрын

    Coool, thanks for the great tutorials!

  • @mohamedbensalah7169
    @mohamedbensalah71694 ай бұрын

    Thank you for this presentation.

  • @JavaAtMicrosoft

    @JavaAtMicrosoft

    3 ай бұрын

    I am glad you like it!

  • @micisvy
    @micisvy4 ай бұрын

    thanks Julien, great video!

  • @AntoineSabotDurand
    @AntoineSabotDurand4 ай бұрын

    Tanks Julien, it was enlightening!

  • @kokosensei5231
    @kokosensei5231Ай бұрын

    Thank you for sharing !

  • @rickenbazolo3731
    @rickenbazolo37314 ай бұрын

    Great video

  • @abhilashpatel6852
    @abhilashpatel68524 ай бұрын

    god damn that accent is killing me. man I love that accent.

  • @returncode0000
    @returncode0000Ай бұрын

    Is it already possible to build multi-agent applications in Spring AI like Langchain Multi-Agents, DSPy or Autogen? Are there any good examples out there?

  • @MarkHeckler

    @MarkHeckler

    Ай бұрын

    The short answer is no, not yet. The longer answer: It's technically possible, but at ths point in time only insofar as you create a lot of the constructs+mechanisms for agent interaction/integration yourself. Not speaking for the Spring AI team here, but the general path of evolution for Spring projects is to start with a kernel of utility/abstraction and build out from there. It's still very early days for Spring AI (and for AI in general of course, but even more so for Java+AI of any flavor) so I suspect there will be constructs at some point that fall within or adjacent to the Spring AI project. For reference, consider Spring Cloud from a few years back: it built upon and around Spring Boot apps to provide what I like to refer to as cloud scaffolding, enabling Boot apps to work seamlessly *together*. I suspect this will be the natural evolution in this case as well. Again, no insider knowledge, just an eye for where the ball is going. I think. YMMV. :)

  • @returncode0000

    @returncode0000

    Ай бұрын

    @@MarkHeckler Thanks for the very detailed answer. And yes, I know it's possible to exactly start as you described and I also assume that it will be matter of time until Sping AI offers a set of more mature tools for agents. Many enterprises are currently focused on reducing workforce, so they will test it as soon as possible when it's available but it's also clear that Spring AI needs some time for newer tools and the Python related AI stuff will always be some months ahead. Anyway, I have my eyes on it because it will affect my job for sure, as an employee and as a developer 🙂

  • @MarkHeckler

    @MarkHeckler

    Ай бұрын

    @@returncode0000 Agreed on all counts. We're all eagerly keeping an eye on things to see how it all develops (no pun intended). Here's to the future!

  • @returncode0000

    @returncode0000

    Ай бұрын

    ​@@MarkHeckler Yes! Hope to have a little advantage because we (my employer) has a very big partnership with Azure and Open AI :)

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