Retrieval-Augmented Generation (RAG)

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