Retrieval-Augmented Generation (RAG)

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