Retrieval-Augmented Generation (RAG)

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