Retrieval-Augmented Generation (RAG)

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