AWS Bedrock Claude

Use AWS Bedrock to access the Claude models.

Authentication

Set your AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY and AWS_DEFAULT_REGION environment variables. Get your keys from here.

MacWindows

export AWS_ACCESS_KEY_ID=***
export AWS_SECRET_ACCESS_KEY=***
export AWS_DEFAULT_REGION=***

Example

Use AWS BedrockClaude with your Agent:

agent.py

from bitca.agent import Agent, RunResponse
from bitca.model.aws.claude import Claude

agent = Agent(
    model=Claude(id="anthropic.claude-3-5-sonnet-20240620-v1:0"),
    markdown=True
)

# Get the response in a variable
# run: RunResponse = agent.run("Share a 2 sentence horror story.")
# print(run.content)

# Print the response on the terminal
agent.print_response("Share a 2 sentence horror story.")

Params

Parameter
Type
Default
Description

id

str

"anthropic.claude-3-sonnet-20240229-v1:0"

The specific model ID used for generating responses.

name

str

"AwsBedrockAnthropicClaude"

The name identifier for the Claude agent.

provider

str

"AwsBedrock"

The provider of the model.

max_tokens

int

4096

The maximum number of tokens to generate in the response.

temperature

Optional[float]

-

The sampling temperature to use, between 0 and 2. Higher values like 0.8 make the output more random, while lower values like 0.2 make it more focused and deterministic.

top_p

Optional[float]

-

The nucleus sampling parameter. The model considers the results of the tokens with top_p probability mass.

top_k

Optional[int]

-

The number of highest probability vocabulary tokens to keep for top-k-filtering.

stop_sequences

Optional[List[str]]

-

A list of sequences where the API will stop generating further tokens.

anthropic_version

str

"bedrock-2023-05-31"

The version of the Anthropic API to use.

request_params

Optional[Dict[str, Any]]

-

Additional parameters for the request, provided as a dictionary.

client_params

Optional[Dict[str, Any]]

-

Additional client parameters for initializing the AwsBedrock client, provided as a dictionary.

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