Retrieval-Augmented Generation (RAG)

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