redis/redis-om-python

Health v2 · maintenance only

Adoption not part of the score

1315 stars · 126 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Redis OM Python is a declarative object-mapping library for Redis that lets you model Redis data with Pydantic-based classes. It provides automatic secondary-index generation, data validation, serialization, and fluent query APIs including embedded models.

Use cases

• model redis data in python with declarative classes
• validate and serialize data before persisting to redis
• query redis with a fluent api instead of raw commands
• automatically create secondary indexes for redis data
• store and query json documents in redis
• use pydantic models as redis orm

When to choose

• you want an ORM-like abstraction over Redis in Python
• you need declarative validation and indexing for Redis data
• you're already using Pydantic and want Redis persistence
• you need rich queries over RedisJSON documents via RediSearch

When to avoid

• you only need a simple key-value client - use redis-py directly
• you don't control your Redis deployment and can't load RedisJSON/RediSearch modules
• you need a mature GA library - this is labeled a preview release

Facets

library · maturity active

orm database serialization search-engine caching databases developer-tools backend web-development python redis pydantic object-mapping asyncio redisearch redisjson data-modeling

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