Retrieval-Augmented Generation (RAG)

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