Retrieval-Augmented Generation (RAG)

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