A side-by-side of two vector databases for building AI agents — live GitHub data, languages, and what each is best at.
| Qdrant | DuckDB | |
|---|---|---|
| GitHub stars | ★ 33k | ★ 39k |
| Language | Rust | C++ |
| Category | Vector databases | Vector databases |
| Best for | production RAG | analytical + vector search |
| Repository | qdrant/qdrant | duckdb/duckdb |
Qdrant and DuckDB are both credible choices. By community traction, DuckDB leads (★ 39k). Pick Qdrant for production RAG; pick DuckDB for analytical + vector search.
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