Retrieval-Augmented Generation (RAG)

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