Retrieval-Augmented Generation (RAG)

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