Retrieval-Augmented Generation (RAG)

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