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Create a generative AI assistant with Slack and Amazon Bedrock

Machine Learning Blog



This article provides a comprehensive guide to creating a generative AI Slack assistant using Amazon Bedrock, demonstrating how to integrate Slack with AWS AI services to build a natural language assistant.

  • Solution uses Amazon Bedrock Knowledge Bases for Retrieval Augmented Generation (RAG)
  • Implements Amazon Bedrock Guardrails for responsible AI and content safety
  • Integrates Slack Bolt library with AWS Lambda for message handling
  • Uses AWS Well-Architected Framework documents as the knowledge base
  • Enables users to ask natural language questions via Slack slash command

The solution provides a template for building enterprise AI assistants that can access and query specific document collections while maintaining strict content and privacy controls.



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