Retrieval-Augmented Generation (RAG)

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