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LLM-Ingenieur: Erstellen, optimieren und bereitstellen Sie produktionsreife KI-Anwendungen mit Python und modernen LLMs.
Paperback
Publisher: Independently Published
Published: Jul 9 2026
Pages: 264
Weight: 0.71
Height: 0.66 Width: 6.00 Depth: 9.00
Language: German
LLM-INGENIEUR ist ein praxisorientierter Leitfaden für Entwickler, KI-Ingenieure und Softwarearchitekten, die leistungsfähige Anwendungen mit Large Language Models (LLMs) entwerfen, optimieren und in die Produktion bringen möchten.
Moderne KI-Systeme bestehen längst nicht mehr nur aus Modellen - sie sind komplexe Softwareprodukte mit APIs, Datenpipelines, Sicherheitsanforderungen und skalierbarer Infrastruktur. Dieses Buch zeigt, wie du genau solche Systeme mit Python und modernen LLM-Technologien professionell entwickelst.
Der Fokus liegt auf realen Produktionsanforderungen: Performance, Zuverlässigkeit, Kostenkontrolle und sichere Integration in bestehende Softwarearchitekturen.
Du lernst unter anderem:
- Wie LLM-basierte Anwendungen mit Python strukturiert entwickelt werden
- Wie Prompt-Engineering systematisch eingesetzt und optimiert wird
- Wie LLMs in APIs, Microservices und Backend-Systeme integriert werden
- Wie RAG-Systeme (Retrieval-Augmented Generation) aufgebaut werden
- Wie Vektordatenbanken für semantische Suche genutzt werden
- Wie LLMs bewertet, getestet und kontinuierlich verbessert werden
- Wie Performance, Latenz und Kosten in Produktionssystemen optimiert werden
- Wie sichere, skalierbare KI-Anwendungen in der Cloud betrieben werden
Praxisnahe Beispiele und moderne Architekturansätze helfen dir dabei, eigene KI-Produkte zu entwickeln, die zuverlässig, effizient und produktionsreif sind.
Ob SaaS-Plattform, Automatisierungssystem oder KI-gestütztes Produkt - dieses Buch vermittelt die Fähigkeiten, um LLMs nicht nur zu nutzen, sondern sie als Kern moderner Softwarelösungen zu beherrschen.
LLM-INGENIEUR - Der umfassende Leitfaden für den Aufbau, die Optimierung und den produktiven Einsatz moderner KI-Anwendungen mit Python und Large Language Models.
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