Retrieval-Augmented Generation (RAG)

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