Retrieval-Augmented Generation (RAG)

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