Retrieval-Augmented Generation (RAG)

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