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ParadeDB for SQLAlchemy

The official SQLAlchemy integration for ParadeDB (powered by the pg_search Postgres extension), including first-class support for managing ParadeDB indexes with Alembic and running queries using the full ParadeDB API. The integration covers both full-text search and vector search over pgvector vector types. Follow the getting started guide to begin.

Requirements & Compatibility

Component Supported
Python 3.10+
SQLAlchemy 2.0.32+
ParadeDB 0.25.0+
PostgreSQL 15+ (with ParadeDB extension)
pgvector Required for vector search; included in the ParadeDB Docker image

Examples

Contributing

See CONTRIBUTING.md for development setup, running tests, linting, and the PR workflow.

Support

If you're missing a feature or have found a bug, please open a GitHub Issue.

To get community support, you can:

If you need commercial support, please contact the ParadeDB team.

License

ParadeDB for SQLAlchemy is licensed under the MIT License.

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