Retrieval-Augmented Generation (RAG)

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