Retrieval-Augmented Generation (RAG)

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