Retrieval-Augmented Generation (RAG)

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