Retrieval-Augmented Generation (RAG)

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