Retrieval-Augmented Generation (RAG)

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