Retrieval-Augmented Generation (RAG)

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