Retrieval-Augmented Generation (RAG)

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