Retrieval-Augmented Generation (RAG)

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