Retrieval-Augmented Generation (RAG)

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