Retrieval-Augmented Generation (RAG)

training fine-tuning optimierung cases user analyse models improved erzeugen tokenization informationen ki-modelle creating algorithmen knowledge contact text information large fähigkeit tool llms entwicklungen llm content systems language intelligenz benchmark based project daten input datasets data tools specific deep selection powerful applications zero-shot output process methods analysis development asset prozent hyperparameter code retrieval tuning genauigkeit method optimization entwicklung quality learning machine study deutschland dataset ergebnisse künstliche people digital system engineering leistung results technik generation work modell rag algorithm security vergleich lage methode modells technology improve situation prozess modelle generieren layers point learn performance optimieren key zeigt augmented times platform umfasst model