Retrieval-Augmented Generation (RAG)

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