Retrieval-Augmented Generation (RAG)

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