basicbedrock 0.1.0

An abstraction layer for AWS Bedrock. Removes the need to keep track of response/request schemas.

BasicBedrock

AWS Bedrock provides a variety of foundational models to AWS customers. Each model family requires their own request structure, yet the underlying semantics are roughly common; there is always a field for the textual input prompt, and often there are fields to define maximum desired output, stop words, P, K and Temperature values.

This package aims to abstract away all of that. Currently, it only abstracts the input prompt and the answer text, but I plan to also inlcude abstraction layers for the other parameters as well.

Installation

pip install basicbedrock

Usage

Rather simple to use. See examples for some usage examples.

import boto3
from basicbedrock import BasicBedrock

session = boto3.session.Session(profile_name="default",region_name="us-west-2")
bb = BasicBedrock(session=session)
model = "anthropic.claude-3-sonnet-20240229-v1:0"
prompt = "Tell me about flowers"
r = bb.invoke(model, prompt)
print(r.get_answer())