Retrieval-Augmented Generation (RAG)

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