Retrieval-Augmented Generation (RAG)

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