Retrieval-Augmented Generation (RAG)

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