Retrieval-Augmented Generation (RAG)

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