Retrieval-Augmented Generation (RAG)

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