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.
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process.env. You'll be asked to provide them before it can run.VITE_API_TARGET[](https://m8ven.ai/mcp/benseverndev-oss-goldenmatch-2hlib8)