Retrieval-Augmented Generation (RAG)

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