Retrieval-Augmented Generation (RAG)

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