Retrieval-Augmented Generation (RAG)

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