Retrieval-Augmented Generation (RAG)

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