Retrieval-Augmented Generation (RAG)

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