Retrieval-Augmented Generation (RAG)

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