Retrieval-Augmented Generation (RAG)

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