Retrieval-Augmented Generation (RAG)

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