Cohere
Install
To use CohereModel
, you need to either install pydantic-ai
, or install pydantic-ai-slim
with the cohere
optional group:
pip install "pydantic-ai-slim[cohere]"
uv add "pydantic-ai-slim[cohere]"
Configuration
To use Cohere through their API, go to dashboard.cohere.com/api-keys and follow your nose until you find the place to generate an API key.
CohereModelName
contains a list of the most popular Cohere models.
Environment variable
Once you have the API key, you can set it as an environment variable:
export CO_API_KEY='your-api-key'
You can then use CohereModel
by name:
from pydantic_ai import Agent
agent = Agent('cohere:command')
...
Or initialise the model directly with just the model name:
from pydantic_ai import Agent
from pydantic_ai.models.cohere import CohereModel
model = CohereModel('command')
agent = Agent(model)
...
provider
argument
You can provide a custom Provider
via the provider
argument:
from pydantic_ai import Agent
from pydantic_ai.models.cohere import CohereModel
from pydantic_ai.providers.cohere import CohereProvider
model = CohereModel('command', provider=CohereProvider(api_key='your-api-key'))
agent = Agent(model)
...
You can also customize the CohereProvider
with a custom http_client
:
from httpx import AsyncClient
from pydantic_ai import Agent
from pydantic_ai.models.cohere import CohereModel
from pydantic_ai.providers.cohere import CohereProvider
custom_http_client = AsyncClient(timeout=30)
model = CohereModel(
'command',
provider=CohereProvider(api_key='your-api-key', http_client=custom_http_client),
)
agent = Agent(model)
...