Retrieval-Augmented Generation (RAG)

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