Retrieval-Augmented Generation (RAG)

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