Retrieval-Augmented Generation (RAG)

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