Retrieval-Augmented Generation (RAG)

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