Retrieval-Augmented Generation (RAG)

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