Retrieval-Augmented Generation (RAG)

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