Models
AWS Bedrock Claude
Use AWS Bedrock to access the Claude models. Manage your access to models here.
See all the AWS Bedrock foundational models here.
- For an Anthropic Claude model with generally good performance, look at
anthropic.claude-3-5-sonnet-20241022-v2:0
. - For an open-source Meta model, consider
meta.llama3-70b-instruct-v1:0
.
Authentication
Set your AWS_ACCESS_KEY_ID
, AWS_SECRET_ACCESS_KEY
and AWS_DEFAULT_REGION
environment variables.
Get your keys from here.
Example
Use AWS BedrockClaude
with your Agent
:
View more examples here.
Params
Parameter | Type | Default | Description |
---|---|---|---|
id | str | "anthropic.claude-3-5-sonnet-20240620-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] | "None" | 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] | "None" | The nucleus sampling parameter. The model considers the results of the tokens with top_p probability mass. |
top_k | Optional[int] | "None" | The number of highest probability vocabulary tokens to keep for top-k-filtering. |
stop_sequences | Optional[List[str]] | "None" | 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]] | "None" | Additional parameters for the request, provided as a dictionary. |
client_params | Optional[Dict[str, Any]] | "None" | Additional client parameters for initializing the AwsBedrock client, provided as a dictionary. |
AwsBedrock
is a subclass of the Model class and has access to the same params.