Retrieval-Augmented Generation (RAG)

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