Retrieval-Augmented Generation (RAG)

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