Retrieval-Augmented Generation (RAG)

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