Two-phase pipeline for structuring Veritrade customs data: deterministic parser for vehicle import descriptions + LLM normalization (DeepSeek) against a controlled vocabulary with confidence flags. Resumable, dedup-cached.
python pandas fuzzy-matching batch-processing peru data-pipeline deepseek veritrade customs-data llm-normalization vehicle-imports
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Updated
Jun 1, 2026 - Python