Retrieval-Augmented Generation (RAG)

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