Retrieval-Augmented Generation (RAG)

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