Retrieval-Augmented Generation (RAG)

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