Retrieval-Augmented Generation (RAG)

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