Retrieval-Augmented Generation (RAG)

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