Cohere

Using Cohere models with Upsonic

Overview

Cohere provides enterprise-grade language models including Command R+ with strong multilingual capabilities and retrieval-augmented generation.

Model Class: CohereModel

Authentication

export CO_API_KEY="..."

Examples

from upsonic import Agent, Task
from upsonic.models.cohere import CohereModel

model = CohereModel(model_name="command-r-plus")
agent = Agent(model=model)

task = Task("Hello, how are you?")
result = agent.do(task)
print(result)

Parameters

Parameter	Type	Description	Default	Source
max_tokens	int	Maximum tokens to generate	4096	Base
temperature	float	Sampling temperature (0.0-1.0)	0.3	Base
top_p	float	Nucleus sampling	0.75	Base
seed	int	Random seed	None	Base
stop_sequences	list[str]	Stop sequences	None	Base
presence_penalty	float	Token presence penalty	0.0	Base
frequency_penalty	float	Token frequency penalty	0.0	Base