Retrieval-Augmented Generation (RAG)

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