# Redis-backed vector search streamlines Knowledge deployments

> Knowledge now supports a Redis VectorDB backend. Teams standardized on Redis can consolidate infrastructure, simplify operations, and reduce latency by keeping vector search close to existing caches…

- Published: 2025-11-05
- Author: Agno Team
- Category: Changelog
- Canonical: https://agno-com-nine.vercel.app/articles/redis-backed-vector-search-streamlines-knowledge-deployments
- Markdown: https://agno-com-nine.vercel.app/articles/redis-backed-vector-search-streamlines-knowledge-deployments.md

Knowledge now supports a Redis VectorDB backend. Teams standardized on Redis can consolidate infrastructure, simplify operations, and reduce latency by keeping vector search close to existing caches and data services.

**Details**

- Additive option — no changes required unless you choose Redis
- Includes examples and tests to accelerate adoption
- Enables consistent ops and cost control in Redis-centric stacks

**Who this is for:** Organizations running Redis at scale that want to unify data services and minimize operational overhead.