Retrieval-Augmented Generation (RAG)

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