AWS announces Amazon Redshift integration with Amazon Bedrock for generative AI

The article announces the integration of Amazon Redshift with Amazon Bedrock, AWS's fully managed service for high-performing foundation models (FMs) for generative AI applications. This integration enables the use of large language models (LLMs) like Anthropic Claude, Amazon Titan, Llama 2, and Mistral AI directly from SQL commands on Redshift data.

Specifically, the article covers:

• Adding an IAM policy to invoke Bedrock models in a Redshift namespace or cluster
• Using the CREATE EXTERNAL MODEL command to point to an LLM in Bedrock
• Invoking LLMs with SQL commands for tasks like translation, text generation, summarization, classification, and sentiment analysis
• No additional Redshift charges for using LLMs beyond standard Bedrock pricing
• General availability in all regions where Bedrock and Redshift ML are supported
• Links to Redshift ML documentation and Bedrock product page