Retrieval-Augmented Generation (RAG)

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