> ## Documentation Index
> Fetch the complete documentation index at: https://docs.praison.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Upstash

> Upstash Redis state store

# Upstash

Serverless Redis for state storage.

## Setup

```bash theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
export UPSTASH_REDIS_REST_URL=your_url
export UPSTASH_REDIS_REST_TOKEN=your_token
```

## Quick Start

```python theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
from praisonaiagents import Agent
import os

agent = Agent(
    name="Assistant",
    instructions="You are a helpful assistant.",
    memory={
        "backend": "upstash",
        "db": os.getenv("UPSTASH_REDIS_REST_URL"),
        "session_id": "my-session"
    }
)

response = agent.start("Hello!")
print(response)
```