Retrieval-Augmented Generation (RAG)

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