Retrieval-Augmented Generation (RAG)

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