Retrieval-Augmented Generation (RAG)

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