API-driven model interactions
Cloud-based AI services rely on a client-server model, where applications (clients) send requests to AWS Bedrock (the server), which processes them and returns responses. This structured approach enables scalable AI interactions, allowing developers to integrate powerful models without managing complex infrastructure. Instead of manually handling HTTP requests and responses, AWS provides an official software development kit (SDK) to simplify communication—boto3.
Boto3 is the official AWS SDK for Python, designed to enable seamless interactions with AWS services, including Bedrock. It is open source, released under the Apache 2.0 license, meaning it is free to use and modify. The library abstracts the complexities of authentication, request formatting, and response handling, allowing developers to work with AWS services using familiar Python syntax. Using boto3, applications can interact with Bedrock by listing available foundation models, sending...
