Retrieval-Augmented Generation (RAG)

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