Retrieval-Augmented Generation (RAG)

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