Retrieval-Augmented Generation (RAG)

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