#llm

Duplicate detection in master data with a local LLM: rules find the candidates, the model decides

How I built a duplicate-detection pipeline for customer accounts with Python and a local LLM via Ollama: blocking, pairwise classification with a reason, a human review queue, and why it runs on-prem.