Retrieval-Augmented Generation (RAG)

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