Retrieval-Augmented Generation (RAG)

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