Retrieval-Augmented Generation (RAG)

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