Retrieval-Augmented Generation (RAG)

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