Retrieval-Augmented Generation (RAG)

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