Retrieval-Augmented Generation (RAG)

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