> ## Documentation Index
> Fetch the complete documentation index at: https://phidatainc-studio-tools-doc.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# In-Memory Storage

> Use in-memory storage for testing and development.

Agno supports using In-Memory storage with the `InMemoryDb` class. By doing this, you will be able to use all features that depend on having a database, without having to set one up.

<Warning>
  Using the In-Memory storage is not recommended for production applications.
  Use it for demos, testing and any other use case where you don't want to setup a database.
</Warning>

## Usage

```python theme={null}
from agno.agent import Agent
from agno.db.in_memory import InMemoryDb

# Setup in-memory database
db = InMemoryDb()

# Create agent with database
agent = Agent(db=db)
```

## Developer Resources

* View [Cookbook](https://github.com/agno-agi/agno/tree/main/cookbook/07_database/in_memory/in_memory_storage_for_agent.py)