Search without a second system.
One Postgres for your application data, full-text search, vector retrieval, and aggregations.
The official SQLAlchemy integration for ParadeDB / pg_search, including first-class support for managing BM25 indexes with Alembic and running queries using the full ParadeDB API. Follow the getting started guide to begin.
| Component | Supported |
|---|---|
| Python | 3.10+ |
| SQLAlchemy | 2.0.32+ |
| ParadeDB | 0.22.0+ |
| PostgreSQL | 15+ (with ParadeDB extension) |
See CONTRIBUTING.md for development setup, running tests, linting, and the PR workflow.
If you're missing a feature or have found a bug, please open a GitHub Issue.
To get community support, you can:
- Post a question in the ParadeDB Slack Community
- Ask for help on our GitHub Discussions
If you need commercial support, please contact the ParadeDB team.
ParadeDB for SQLAlchemy is licensed under the MIT License.