Retrieval-Augmented Generation (RAG)

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