November 2025
Intermediate to advanced
430 pages
11h 46m
German
book
Angewandte KI für die Java-Entwicklung in Unternehmen (German Edition)
by Alex Soto Bueno, Markus Eisele, Natale Vinto
Content preview from Angewandte KI für die Java-Entwicklung in Unternehmen (German Edition)
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Kapitel 4. KI -Architekturen für Anwendungen
Diese Arbeit wurde mithilfe von KI übersetzt. Wir freuen uns über dein Feedback und deine Kommentare: translation-feedback@oreilly.com
Im Gegensatz zu herkömmlichen Anwendungen stellen KI-gestützte Systeme neue Herausforderungen in den Bereichen Datenverarbeitung, Modellintegration, Sicherheit und Leistung dar. Entwickler müssen neue Komponenten und Muster wie RAG, Vektordatenbanken, Funktionsaufruf-Agenten und dynamisches Caching integrieren. Für erfahrene Java-Entwickler sind die Konzepte der Zugriffskontrolle, Erkennung und Datenpipelines nichts Neues. Sie haben jahrelang diese Prinzipien angewendet, um sichere, skalierbare und zuverlässige Systeme zu entwickeln.
Wir werden uns genauer anschauen, was es bedeutet, dieselben Unternehmensmuster auf unsere neuen Ressourcen anzuwenden: Modelle, Eingabeaufforderungen und Daten. In diesem Kapitel werden die zentralen Architekturelemente von KI-gestützten Anwendungen und die Faktoren untersucht, die Entwickler berücksichtigen müssen, wenn sie diese Elemente implementieren wollen.
Jenseits traditioneller Architekturen: Warum KI-gestützte Systeme einen neuen Ansatz erfordern
Bei der Entwicklung von Unternehmensanwendungen mit KI geht es nicht nur darum, eine neue Bibliothek hinzuzufügen oder eine andere API aufzurufen. Der Prozess erfordert ein Umdenken. Die Prinzipien guten Software-Designs, Modularität, Skalierbarkeit und Wartbarkeit gelten zwar weiterhin, aber KI-gestützte Systeme bringen ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.