Amazon Bedrock is a fully managed service offered by AWS that enables developers to build and deploy generative AI applications using a variety of foundation models (FMs) and LLMs from leading AI companies. It simplifies the integration of AI capabilities into applications, providing a single API for accessing multiple models.
Amazon Bedrock is designed to make it easy for developers to leverage generative AI without the need for extensive machine learning expertise or infrastructure management. The service offers access to a range of high-performing FMs from companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon itself.
Key features include the ability to customize these models with proprietary data through fine-tuning and continued pretraining, as well as the use of Retrieval-Augmented Generation (RAG) to enrich model responses with up-to-date and proprietary information. Amazon Bedrock also provides robust security and privacy features, including safeguards to block harmful content and protect sensitive data.
To use Amazon Bedrock, developers can follow these steps:
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