Retrieval-Augmented Generation (RAG)

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