Retrieval-Augmented Generation (RAG)

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