Retrieval-Augmented Generation (RAG)

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