Retrieval-Augmented Generation (RAG)

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