Retrieval-Augmented Generation (RAG)

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