Retrieval-Augmented Generation (RAG)

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