AWS Bedrock

Using AWS Bedrock with Upsonic

Overview

AWS Bedrock provides access to multiple foundation models from Amazon, Anthropic, Meta, Mistral, and others through a single API. Enterprise-grade with AWS security and compliance.

Model Class: BedrockConverseModel

Authentication

export AWS_ACCESS_KEY_ID="..."
export AWS_SECRET_ACCESS_KEY="..."
export AWS_REGION="us-east-1"

Examples

from upsonic import Agent, Task
from upsonic.models.bedrock import BedrockConverseModel

model = BedrockConverseModel(model_name="anthropic.claude-3-5-sonnet-20241022-v2:0")
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	2048	Base
temperature	float	Sampling temperature (0.0-1.0)	1.0	Base
top_p	float	Nucleus sampling	1.0	Base
stop_sequences	list[str]	Stop sequences	None	Base
timeout	float	Request timeout (seconds)	600	Base
bedrock_guardrail_config	dict	Content moderation configuration	None	Specific
bedrock_performance_configuration	dict	Latency optimization settings	None	Specific