# Minds SDK
### Installation
To install the SDK, use pip:
```bash
pip install minds-sdk
```
### Getting Started
1. Initialize the Client
To get started, you'll need to initialize the Client with your API key. If you're using a different server, you can also specify a custom base URL.
```python
from minds.client import Client
# Default connection to Minds Cloud that uses 'https://mdb.ai' as the base URL
client = Client("YOUR_API_KEY")
# If you have self-hosted Minds Cloud instance, use your custom base URL
base_url = 'https://<custom_cloud>.mdb.ai/'
client = Client("YOUR_API_KEY", base_url)
```
2. Creating a Data Source
You can connect to various databases, such as PostgreSQL, by configuring your data source. Use the DatabaseConfig to define the connection details for your data source.
```python
from minds.datasources import DatabaseConfig
postgres_config = DatabaseConfig(
name='my_datasource',
description='<DESCRIPTION-OF-YOUR-DATA>',
engine='postgres',
connection_data={
'user': 'demo_user',
'password': 'demo_password',
'host': 'samples.mindsdb.com',
'port': 5432,
'database': 'demo',
'schema': 'demo_data'
},
tables=['<TABLE-1>', '<TABLE-2>']
)
```
3. Creating a Mind
You can create a `mind` and associate it with a data source.
```python
# Create a mind with a data source
mind = client.minds.create(name='mind_name', datasources=[postgres_config])
# Alternatively, create a data source separately and add it to a mind later
datasource = client.datasources.create(postgres_config)
mind2 = client.minds.create(name='mind_name', datasources=[datasource])
```
You can also add a data source to an existing mind:
```python
# Create a mind without a data source
mind3 = client.minds.create(name='mind_name')
# Add a data source to the mind
mind3.add_datasource(postgres_config) # Using the config
mind3.add_datasource(datasource) # Using the data source object
```
### Managing Minds
You can create a mind or replace an existing one with the same name.
```python
mind = client.minds.create(name='mind_name', replace=True, datasources=[postgres_config])
```
To update a mind, specify the new name and data sources. The provided data sources will replace the existing ones.
```python
mind.update(
name='mind_name',
datasources=[postgres_config]
)
```
#### List Minds
You can list all the minds you’ve created.
```python
print(client.minds.list())
```
#### Get a Mind by Name
You can fetch details of a mind by its name.
```python
mind = client.minds.get('mind_name')
```
#### Remove a Mind
To delete a mind, use the following command:
```python
client.minds.drop('mind_name')
```
### Managing Data Sources
To view all data sources:
```python
print(client.datasources.list())
```
#### Get a Data Source by Name
You can fetch details of a specific data source by its name.
```python
datasource = client.datasources.get('my_datasource')
```
#### Remove a Data Source
To delete a data source, use the following command:
```python
client.datasources.drop('my_datasource')
```
>Note: The SDK currently does not support automatically removing a data source if it is no longer connected to any mind.
### Other SDKs
#### [Command-Line](https://github.com/Better-Boy/minds-cli-sdk)
Raw data
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