Who is ParadeDB for?
You’re likely a good fit for ParadeDB if any of the following sound like you:- You’re combining transactional workloads with search: semantic search, full-text search, vector retrieval, lexical ranking, or hybrid search need to run against your source of truth data.
- You’ve outgrown Postgres full-text search or pgvector and are frustrated with performance bottlenecks, missing features, or a clunky developer experience.
- You’re evaluating a search engine like Elasticsearch or a vector store like Pinecone, but don’t want to run and continuously sync additional systems with your database.
Why ParadeDB?
For teams that already use Postgres, ParadeDB is the shortest path from transactional data to production-grade search.No Second System
External search engines and vector stores make you own sync jobs, duplicated schemas, freshness checks, and cross-system failures. ParadeDB keeps search in Postgres, so index updates happen with your writes and queries run against your source of truth data.Postgres-Native Developer Experience
Create indexes and query them with SQL. Full-text search, vector retrieval, hybrid search, filters, joins, facets, and aggregations compose with the schema and tools you already use.Built For Real Search Workloads
A ParadeDB index serves lexical search, vector retrieval, ranking, filtering, and aggregations from one place. ParadeDB can be fast because these workloads push down into a single wide index, instead of being stitched together across scans, indexes, or systems. You get dedicated-search-engine capabilities without giving up Postgres transactions and ACID guarantees. For deeper evaluation, compare ParadeDB with Postgres full-text search, pgvector, search engines, and vector stores.Who Uses ParadeDB?
ParadeDB powers core search and analytics workloads at organizations ranging from Fortune 500 companies to fast-growing startups.- Alibaba Cloud, the cloud computing arm of Alibaba Group and the largest Asia-Pacific cloud provider. Case study.
- Bilt Rewards, a rent payments technology company that processed over $36B in payments in 2024. Case study.
- Modern Treasury, a financial technology company that automates the full cycle of money movement. Case study.
- Cofactr, a full-service electronics purchasing platform for hardware teams. Case study.
- TCDI1, a giant in the legal software and litigation management space.
Next Steps
These pages cover the core workflow.Getting Started
Install ParadeDB and run your first queries.
Architecture
Learn how ParadeDB is built.
Reference
Indexing, query types, tokenizers, vectors, and aggregates.
Deploy
Deploy ParadeDB as a Postgres extension or standalone database.