Retrieval-Augmented Generation (RAG)

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