Retrieval-Augmented Generation (RAG)

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