> ## Documentation Index
> Fetch the complete documentation index at: https://docs-v1.agno.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Singlestore Agent Storage

Agno supports using Singlestore as a storage backend for Agents using the `SingleStoreStorage` class.

## Usage

Obtain the credentials for Singlestore from [here](https://portal.singlestore.com/)

```python singlestore_storage_for_agent.py theme={null}
from os import getenv

from sqlalchemy.engine import create_engine

from agno.agent import Agent
from agno.storage.singlestore import SingleStoreStorage

# SingleStore Configuration
USERNAME = getenv("SINGLESTORE_USERNAME")
PASSWORD = getenv("SINGLESTORE_PASSWORD")
HOST = getenv("SINGLESTORE_HOST")
PORT = getenv("SINGLESTORE_PORT")
DATABASE = getenv("SINGLESTORE_DATABASE")
SSL_CERT = getenv("SINGLESTORE_SSL_CERT", None)

# SingleStore DB URL
db_url = f"mysql+pymysql://{USERNAME}:{PASSWORD}@{HOST}:{PORT}/{DATABASE}?charset=utf8mb4"
if SSL_CERT:
    db_url += f"&ssl_ca={SSL_CERT}&ssl_verify_cert=true"

# Create a database engine
db_engine = create_engine(db_url)

# Create a storage backend using the Singlestore database
storage = SingleStoreStorage(
    # store sessions in the ai.sessions table
    table_name="agent_sessions",
    # db_engine: Singlestore database engine
    db_engine=db_engine,
    # schema: Singlestore schema
    schema=DATABASE,
)

# Add storage to the Agent
agent = Agent(storage=storage)
```

## Params

<Snippet file="storage-s2-params.mdx" />

## Developer Resources

* View [Cookbook](https://github.com/agno-agi/agno/blob/main/cookbook/storage/singlestore_storage/singlestore_storage_for_agent.py)