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Retrieval-Augmented Generation (RAG) \u0026 Knowledge","Industry players","\u003ca name=\"Rust\"\u003e\u003c/a\u003eRust","Extensions","Vector Database Extensions"],"sub_categories":["Database","Vector search","Products and services"],"readme":"\u003ch1 align=\"center\"\u003e\n  \u003ca href=\"https://paradedb.com\"\u003e\u003cimg src=\"docs/logo/readme.svg\" alt=\"ParadeDB\"\u003e\u003c/a\u003e\n\u003cbr\u003e\n\u003c/h1\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cb\u003ePostgres for Search and Analytics\u003c/b\u003e \u003cbr /\u003e\n\u003c/p\u003e\n\n\u003ch3 align=\"center\"\u003e\n  \u003ca href=\"https://paradedb.com\"\u003eWebsite\u003c/a\u003e \u0026bull;\n  \u003ca href=\"https://docs.paradedb.com\"\u003eDocs\u003c/a\u003e \u0026bull;\n  \u003ca href=\"https://join.slack.com/t/paradedbcommunity/shared_invite/zt-32abtyjg4-yoYoi~RPh9MSW8tDbl0BQw\"\u003eCommunity\u003c/a\u003e \u0026bull;\n  \u003ca href=\"https://paradedb.com/blog/\"\u003eBlog\u003c/a\u003e \u0026bull;\n  \u003ca href=\"https://docs.paradedb.com/changelog/\"\u003eChangelog\u003c/a\u003e\n\u003c/h3\u003e\n\n---\n\n[![Artifact Hub](https://img.shields.io/endpoint?url=https://artifacthub.io/badge/repository/paradedb)](https://artifacthub.io/packages/search?repo=paradedb)\n[![Docker Pulls](https://img.shields.io/docker/pulls/paradedb/paradedb)](https://hub.docker.com/r/paradedb/paradedb)\n[![License](https://img.shields.io/github/license/paradedb/paradedb?color=blue)](https://github.com/paradedb/paradedb?tab=AGPL-3.0-1-ov-file#readme)\n[![Slack URL](https://img.shields.io/badge/Join%20Slack-purple?logo=slack\u0026link=https%3A%2F%2Fjoin.slack.com%2Ft%2Fparadedbcommunity%2Fshared_invite%2Fzt-32abtyjg4-yoYoi~RPh9MSW8tDbl0BQw)](https://join.slack.com/t/paradedbcommunity/shared_invite/zt-32abtyjg4-yoYoi~RPh9MSW8tDbl0BQw)\n[![X URL](https://img.shields.io/twitter/url?url=https%3A%2F%2Ftwitter.com%2Fparadedb\u0026label=Follow%20%40paradedb)](https://x.com/paradedb)\n\n[ParadeDB](https://paradedb.com) is a modern Elasticsearch alternative built on Postgres. Built for real-time, update-heavy workloads.\n\n## Roadmap\n\n- [x] Search\n  - [x] Full-text search with BM25 with [pg_search](https://github.com/paradedb/paradedb/tree/dev/pg_search#overview)\n  - [x] Dense and sparse vector search with [pgvector](https://github.com/pgvector/pgvector#pgvector)\n  - [ ] Distributed search\n- [ ] Analytics\n  - [x] Faceted search over Postgres data with [pg_search](https://github.com/paradedb/paradedb/tree/dev/pg_search#overview)\n  - [ ] Column-oriented Postgres table access method\n\nFor a detailed roadmap, see the [ParadeDB Roadmap for 2025](https://github.com/orgs/paradedb/discussions/2041).\n\n## Get Started\n\nTo get started, please visit our [documentation](https://docs.paradedb.com).\n\n## Deploying ParadeDB\n\nParadeDB and its extensions can be deployed in one of two ways:\n\n- Docker image based on [Postgres](https://hub.docker.com/_/postgres) ([see deployment instructions](https://docs.paradedb.com/deploy/aws))\n- Kubernetes Helm chart based on [CloudNativePG](https://artifacthub.io/packages/helm/cloudnative-pg/cloudnative-pg) ([see deployment instructions](https://docs.paradedb.com/deploy/helm))\n\nFor more information, including enterprise features and support, please [contact us by email](mailto:sales@paradedb.com).\n\n### Extensions\n\nYou can find prebuilt binaries for the ParadeDB Postgres extensions on Debian 11, 12, Ubuntu 22.04 and 24.04, Red Hat Enterprise Linux 8 and 9, and macOS 14 (Sonoma) and 15 (Sequoia) for Postgres 14+ in the [GitHub Releases](https://github.com/paradedb/paradedb/releases/latest).\n\nParadeDB supports all versions supported by the PostgreSQL Global Development Group, which includes PostgreSQL 14+, and you can compile the extensions for other versions of Postgres by following the instructions in the respective extension's README.\n\n### Docker Image\n\nTo quickly get a ParadeDB instance up and running, simply pull and run the latest Docker image:\n\n```bash\ndocker run --name paradedb -e POSTGRES_PASSWORD=password paradedb/paradedb\n```\n\nThis will start a ParadeDB instance with default user `postgres` and password `password`. You can then connect to the database using `psql`:\n\n```bash\ndocker exec -it paradedb psql -U postgres\n```\n\nTo install ParadeDB locally or on-premise, we recommend using our `docker-compose.yml` file. Alternatively, you can pass the appropriate environment variables to the `docker run` command, replacing the \u003c\u003e with your desired values:\n\n```bash\ndocker run \\\n  --name paradedb \\\n  -e POSTGRES_USER=\u003cuser\u003e \\\n  -e POSTGRES_PASSWORD=\u003cpassword\u003e \\\n  -e POSTGRES_DB=\u003cdbname\u003e \\\n  -v paradedb_data:/var/lib/postgresql/data/ \\\n  -p 5432:5432 \\\n  -d \\\n  paradedb/paradedb:latest\n```\n\nThis will start a ParadeDB instance with non-root user `\u003cuser\u003e` and password `\u003cpassword\u003e`. The `-v` flag enables your ParadeDB data to persist across restarts in a Docker volume named `paradedb_data`.\n\nYou can then connect to the database using `psql`:\n\n```bash\ndocker exec -it paradedb psql -U \u003cuser\u003e -d \u003cdbname\u003e -p 5432 -W\n```\n\n### Helm Chart\n\nParadeDB is also available for Kubernetes via our Helm chart. You can find our Helm chart in the [ParadeDB Helm Chart GitHub repository](https://github.com/paradedb/charts) or download it directly from [Artifact Hub](https://artifacthub.io/packages/helm/paradedb/paradedb).\n\n### ParadeDB Cloud\n\nAt the moment, ParadeDB is not available as a managed cloud service. If you are interested in a ParadeDB Cloud service, please let us know by joining our [waitlist](https://form.typeform.com/to/jHkLmIzx).\n\n## Support\n\nIf you're missing a feature or have found a bug, please open a\n[GitHub Issue](https://github.com/paradedb/paradedb/issues/new/choose).\n\nTo get community support, you can:\n\n- Post a question in the [ParadeDB Slack Community](https://join.slack.com/t/paradedbcommunity/shared_invite/zt-32abtyjg4-yoYoi~RPh9MSW8tDbl0BQw)\n- Ask for help on our [GitHub Discussions](https://github.com/paradedb/paradedb/discussions)\n\nIf you need commercial support, please [contact the ParadeDB team](mailto:sales@paradedb.com).\n\n## Contributing\n\nWe welcome community contributions, big or small, and are here to guide you along\nthe way. To get started contributing, check our [first timer issues](https://github.com/paradedb/paradedb/labels/good%20first%20issue)\nor message us in the [ParadeDB Community Slack](https://join.slack.com/t/paradedbcommunity/shared_invite/zt-32abtyjg4-yoYoi~RPh9MSW8tDbl0BQw). Once you contribute, ping us in Slack and we'll send you some ParadeDB swag!\n\nFor more information on how to contribute, please see our\n[Contributing Guide](/CONTRIBUTING.md).\n\nThis project is released with a [Contributor Code of Conduct](/CODE_OF_CONDUCT.md).\nBy participating in this project, you agree to follow its terms.\n\nThank you for helping us make ParadeDB better for everyone :heart:.\n\n## License\n\nParadeDB is licensed under the [GNU Affero General Public License v3.0](LICENSE) and as commercial software. For commercial licensing, please contact us at [sales@paradedb.com](mailto:sales@paradedb.com).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fparadedb%2Fparadedb","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fparadedb%2Fparadedb","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fparadedb%2Fparadedb/lists"}