aws-cloudformation-bedrock

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Provides AWS CloudFormation patterns for Amazon Bedrock resources including agents, knowledge bases, data sources, guardrails, prompts, flows, and inference profiles. Use when creating Bedrock agents with action groups, implementing RAG with knowledge bases, configuring vector stores, setting up content moderation guardrails, managing prompts, orchestrating workflows with flows, and configuring inference profiles for model optimization.

AI & Automation 330 stars 39 forks Updated 2 days ago MIT

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# AWS CloudFormation Amazon Bedrock ## Overview Creates production-ready AI infrastructure using AWS CloudFormation templates for Amazon Bedrock. Covers Bedrock agents, knowledge bases for RAG implementations, data source connectors, guardrails for content moderation, prompt management, workflow orchestration with flows, and inference profiles for optimized model access. ## When to Use - Creating Bedrock agents with action groups - Implementing RAG with knowledge bases - Configuring S3 or web crawl data sources - Setting up content moderation guardrails - Managing prompt templates - Orchestrating AI workflows with Bedrock Flows - Configuring inference profiles for multi-model access - Organizing templates with Parameters and cross-stack references ## Instructions ### 1. Define Parameters ```yaml Parameters: FoundationModel: Type: String Default: anthropic.claude-3-sonnet-20240229-v1:0 AllowedValues: - anthropic.claude-3-sonnet-20240229-v1:0 - anthropic.claude-3-haiku-20240307-v1:0 - amazon.titan-text-express-v1 Description: Foundation model for agent ``` ### 2. Create Agent Role ```yaml Resources: AgentRole: Type: AWS::IAM::Role Properties: AssumeRolePolicyDocument: Version: "2012-10-17" Statement: - Effect: Allow Principal: Service: bedrock.amazonaws.com Action: sts:AssumeRole Policies: - PolicyName: BedrockPermissions PolicyDoc...

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Author
giuseppe-trisciuoglio
Repository
giuseppe-trisciuoglio/developer-kit
Created
10 months ago
Last Updated
2 days ago
Language
Python
License
MIT

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