Retrieval-Augmented Generation (RAG)

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