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AWS Bedrock

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Requisites​

To use AWS Bedrock models, you need to have the following credential information.

Required credentials:

  • AWS_ACCESS_KEY_ID: Your AWS Bedrock Access Key ID. It can be found on your security credentials page.
  • AWS_SECRET_ACCESS_KEY: Your AWS Bedrock Secret Access Key. It can be found on your security credentials page.
  • AWS_REGION: The AWS region where your AWS Bedrock model is hosted.

Supported Models​

Embed English v3​

Model schema id: aws_bedrock/cohere/embed-english-v3

Cohere's Embed English v3 model provides advanced text embedding capabilities, enhancing natural language understanding and applications in English-specific contexts.

  • Embedding Size: 1024
  • Input Token Limit: 512
  • Max Batch Size: 512

Embed Multilingual v3​

Model schema id: aws_bedrock/cohere/embed-multilingual-v3

Cohere's Embed Multilingual v3 model offers robust text embedding across multiple languages, supporting global applications and enhancing cross-lingual understanding.

  • Embedding Size: 1024
  • Input Token Limit: 512
  • Max Batch Size: 512