Retrieval-Augmented Generation (RAG)

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