Retrieval-Augmented Generation (RAG)

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