Retrieval-Augmented Generation (RAG)

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