basicbedrock 0.0.1

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.

Usage

Rather simple to use. See example/simple.py for some usage.

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())