Retrieval-Augmented Generation (RAG)

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