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Amazon Bedrock

Access foundation models from leading AI companies through APIs.

Foundation Models​

Available Models​

  • Anthropic Claude for conversations
  • AI21 Labs Jurassic for text generation
  • Cohere Command for text generation
  • Amazon Titan for embeddings and text

Model Selection​

  • Use case requirements
  • Performance characteristics
  • Cost considerations

API Integration​

Bedrock Runtime API​

  • Text generation requests
  • Streaming responses
  • Model-specific parameters

Model Invocation​

  • Synchronous inference
  • Batch processing
  • Custom model endpoints

Prompt Engineering​

Prompt Design​

  • Clear instructions and context
  • Few-shot learning examples
  • Chain-of-thought prompting

Optimization Techniques​

  • Temperature and top-p tuning
  • Token limit management
  • Response formatting

Security and Governance​

Access Control​

  • IAM policies for Bedrock
  • Resource-based permissions
  • Cross-account access

Data Privacy​

  • Data residency requirements
  • Encryption in transit and rest
  • Audit logging with CloudTrail

Use Cases​

Content Generation​

  • Marketing copy creation
  • Technical documentation
  • Creative writing assistance

Conversational AI​

  • Chatbot development
  • Customer service automation
  • Virtual assistants