Retrieval-Augmented Generation (RAG)

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