Retrieval-Augmented Generation (RAG)

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