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RELEASE_NOTES.md

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12/1/2024

  • Repository introduced with following examples:
  1. Hello World Agent
  2. DevOps Agent
  3. Energy Efficiency Management Agent
  4. Portfolio Assistant Agent
  5. Startup Advisor Agent
  6. Sports Team Poet Agent
  7. Trip Planner Agent
  8. Voyage Vituoso Agent
  • Repository introduced with following shared tool. Deployment is only supported with CloudFormation Stack:
  1. File Store Tool
  2. Stock Data Tool
  3. Web Search Tool
  • Repository introduced with bedrock_agent_helper, bedrock_agent, and knowledge_base_helper.

01/12/2025

Renaming examples folder for simplicity and adding documentation for single agents examples

1/31/2025

  • Following examples added for Amazon Bedrock Agents:
  1. Analyst assistant using Code Interpretation
  2. Agent using Amazon Bedrock Guardrails
  3. Agent using Amazon Bedrock Knowledge Bases
  4. Agent with long term memory
  5. Agent using models not yet optimized for Bedrock Agents
  6. AWS CDK Agent
  7. Custom orchestration Agent
  8. Configure an inline agent at runtime
  9. Utilize LangChain Tools with Amazon Bedrock Inline Agents
  10. Provide conversation history to Amazon Bedrock Agents
  11. Agent using OpenAPI schema
  12. Agents with user confirmation before action execution

2/9/2025

  1. Added helper methods delete_by_name() and exists() to Agent to allow using bedrock_agent for common operations without needing to use bedrock_agent_helper directly
  2. Reworked Tool class
  3. Added attach_tool() to Agent to allow attaching tools after creation
  4. Added attach_tool_from_function() to Agent to create a tool from Python code with type hints (note it currently materializes a lambda from the function)
  5. Added explicit update() and prepare() methods to Agent
  6. Added create_from_yaml() to Agent, allows creating fom a definition in a YAML file
  • Following documentation added for Amazon Bedrock Agents:
  1. Added Getting Started tutorial for using the bedrock_agent library with basic usage examples and coverage of the new functions added below
  2. All examples in multi_agent_collaboration that used both bedrock_agent and bedrock_agent_helper have been updated to just use bedrock_agent with Agent helper functions
  • Following usability improvements made to bedrock_agent library:
  1. Renamed direct_create() in Agent and SupervisorAgent to create() for simplicity
  2. When creating from YAML, Agent will automatically de-indent (dedent) the description
  3. Agent will now automatically prepare() internally if needed when invoke(), removing a step from user code
  1. Added create_lambda_file(), which will create aa Lambda function from supplied Python code with type hints

02/18/2025

Added to Agent using models not yet optimized for Bedrock Agents By creating a code sample for llama as an unoptimized model

02/26/2025

Adding Agent with access to house security camera in cloudformation

02/27/2025

metadata-filtering-amazon-bedrock-agents