Retrieval-Augmented Generation (RAG)

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