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2026-06-10

Why an LLM won't replace a good parser. A case with auto parts

#llm #parsing #spare parts #catalog #embeddings

A client came to me with a task that at first glance looks almost naively simple — so much so that it’s a little suspicious. There is a catalog: more than 50,000 items, and it’s not static — it constantly grows as …