Retrieval-Augmented Generation (RAG)

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