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🔧 5 Ways to Match AliExpress Product Variants — LLM, Embedding, Vision, Rules, and Why I Chose None of Them Alone

⏱️ vor 121d 14h (08.04.2026 um 15:20 Uhr) 📖 12 Min. Lesezeit 📂 🔧 Programmierung 📡 Feed 🔗 Quelle: dev.to
Schrift:

TL;DR — I compared 5 technical approaches for matching product variants across AliExpress suppliers: string rules, vector embeddings, LLM prompting, vision models (CNN/CLIP), and hybrid algorithmic. Each has clear trade-offs in accuracy, speed, cost, and tolerance for real-world naming chaos. I ended up building a hybrid algorithm — no model, no...

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