Retrieval-Augmented Generation (RAG)

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