Retrieval-Augmented Generation (RAG)

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