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PGSync Pro

Real-time semantic & hybrid search for PostgreSQL — that only re-embeds when meaning changes.

Demo Pricing How it works

Your database stays the source of truth — PGSync Pro keeps a fresh vector index in lock-step, and only pays to embed when meaning actually changes. Built on PGSync, which syncs PostgreSQL, MySQL and MariaDB to Elasticsearch / OpenSearch.

PGSync Pro data flow PostgreSQL streams changes through PGSync and PGSync Pro into Elasticsearch, in real time. REAL-TIME in lock-step PostgreSQL MySQL MariaDB your source of truth PGSync change data capture Elasticsearch OpenSearch search by meaning PGSync Pro embeddings · change-guard

See it live — no signup

Type an idea, not keywords. On the live demo, searching “a rebellion against a watchful state” returns Nineteen Eighty-Four — a book that shares none of those words. That's the difference between matching words and matching meaning, kept in sync with the database in real time.

Try the live demo

What you get

  • Always fresh

    Vectors stay in sync with your database via CDC. No nightly reindex jobs, no stale search results.

  • The change-guard

    Re-embed only when the embedded text changes. Unrelated column updates are free — and easy on your embedding bill.

  • Semantic + hybrid

    Vector kNN fused with keyword BM25 (reciprocal rank fusion) — the best of meaning and exact match.

  • Runs in your infra

    Local sentence-transformers embeddings mean text never leaves your environment. OpenAI / Cohere / Voyage optional.

  • Agent-ready (MCP)

    An MCP server exposes search to Claude Desktop, Claude Code, or your own agent — retrieval over live data.

  • Preflight checks

    pgsync-pro validate verifies your schema and connections before indexing — catching mistakes with actionable errors.

PGSync and django-pgsync stay free and MIT forever. Pro adds the semantic layer on top — the same schema.json and CLI, plus an embedding block.

Next: try the live demo, watch the pipeline animated, then pick a plan.

Try the live demo How it works See pricing