Retrieval-Augmented Generation (RAG)

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