redis-search

Redis Search Single source of guidance for Redis Search — the retrieval surface that spans lexical, numeric, geo, JSON-path, and vector queries. Vector fields are part of the same FT.CREATE machinery as TEXT/TAG/NUMERIC fields, and FT.HYBRID blends lexical and vector ranking in one command, so this skill covers them together. When to apply Creating, modifying, or reviewing a Redis Search index ( FT.CREATE , FT.ALTER ). Writing or optimizing FT.SEARCH , FT.AGGREGATE , or FT.HYBRID queries. Picking between TEXT , TAG , NUMERIC , GEO , GEOSHAPE , VECTOR , or JSON-path fields. Defining a VECTOR field, choosing HNSW vs FLAT, tuning HNSW parameters. Building a retrieval-augmented generation (RAG) pipeline. Rolling out a new index schema without downtime. Troubleshooting empty results, slow queries, or tokenization issues with FT.EXPLAIN , FT.PROFILE , FT.INFO . 1. Pick the right command Three query commands. Reach for the narrowest one that fits. Show more Installs 1.1K Repository redis/agent-skills GitHub Stars 151 First Seen Jun 23, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass