Retrieval-Augmented Generation (RAG)

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