Retrieval-Augmented Generation (RAG)

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