Retrieval-Augmented Generation (RAG)

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