Retrieval-Augmented Generation (RAG)

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