Retrieval-Augmented Generation (RAG)

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