benseverndev-oss/goldenmatch

Zero-config entity resolution. The zero-tuning Fellegi-Sunter path beats hand-rolled Splink head-to-head; scales from a CSV to a verified 100M-row dedupe in 9.2 min on Ray. Fuzzy/exact/probabilistic + PPRL + LLM, identity graph. Python + edge-safe TypeScript (optional WASM), SQL-native in Postgres & DuckDB, MCP/REST + dbt/Airflow.

GitHub repository with 111 stars and 10 forks.

Language: Python

Topics: active-learning, agent, airflow, auto-config, data-engineering, data-quality, deduplication, entity-resolution, fuzzy-matching, human-in-the-loop

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2026-06-15: 111 stars and 10 forks.

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