Retrieval-Augmented Generation (RAG)

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