Retrieval-Augmented Generation (RAG)

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