Retrieval-Augmented Generation (RAG)

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