Retrieval-Augmented Generation (RAG)

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