Retrieval-Augmented Generation (RAG)

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