Retrieval-Augmented Generation (RAG)

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