Retrieval-Augmented Generation (RAG)

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