Retrieval-Augmented Generation (RAG)

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