GPT-4

GPT-4 is one of the leading Large Language Models and a standard in many production AI applications. It generates text in natural language, translates between languages, classifies, and answers queries, often at a quality close to human work. For product data it is particularly interesting for text generation, localization, and enrichment.

Practical use requires discipline. Without structured input data and clear prompt engineering, even a strong model like GPT-4 produces inconsistent or invented results (hallucinations). For production applications, models have to be embedded in data pipelines, with factual grounding, validation, and human approval where it matters.

Pimcore integrates LLMs like GPT-4 into the Agent SDK. Instead of isolated prompt scripts, models work directly on the Data Spine: structured product data, master data, and assets provide the factual basis, workflows control approvals, audit trails document every AI-generated change. That turns trying out GPT-4 into a production-ready AI architecture.