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life-echo/api/.agents/skills/redis-development/rules/rqe-query-optimization.md

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---
title: Write Efficient Queries
impact: HIGH
impactDescription: Proper filtering reduces query time by orders of magnitude
tags: rqe, ft.search, query, performance, filters
description: Write Efficient Queries
alwaysApply: true
---
## Write Efficient Queries
Be specific and use filters to reduce the result set early.
**Correct:** Use specific filters and limit results.
```
# Good: Specific query with filters
FT.SEARCH idx:products "@category:{electronics} @price:[100 500]"
LIMIT 0 20
RETURN 3 name price category
# Good: Use SORTBY and LIMIT
FT.SEARCH idx:products "@name:laptop"
SORTBY price ASC
LIMIT 0 10
```
**Incorrect:** Broad queries returning large result sets.
```
# Bad: Wildcard prefix scans entire index
FT.SEARCH idx:products "*" LIMIT 0 10000
# Bad: Loading all fields from source document
FT.AGGREGATE idx:products "*" LOAD *
```
**Performance tips:**
- Add `SORTABLE` to fields used in `SORTBY`
- Use `TAG SORTABLE UNF` for best performance on tag fields
- Use `NOSTEM` if you don't need stemming
- Profile queries with `FT.PROFILE`
```
FT.PROFILE idx:products SEARCH QUERY "@category:{electronics}"
```
Reference: [Redis Search Query Syntax](https://redis.io/docs/latest/develop/interact/search-and-query/query/)