Retrieval-Augmented Generation (RAG)

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