mirror of
https://github.com/awslabs/amazon-bedrock-agentcore-samples.git
synced 2025-09-08 20:50:46 +00:00
55 lines
2.5 KiB
Markdown
55 lines
2.5 KiB
Markdown
|
# Amazon Bedrock AgentCore Tools
|
||
|
|
|
||
|
|
## Overview
|
||
|
|
Amazon Bedrock AgentCore Tools provide enterprise-grade capabilities that enhance AI agents' ability to perform complex
|
||
|
|
tasks securely and efficiently. This suite includes two primary tools:
|
||
|
|
|
||
|
|
- Amazon Bedrock AgentCore Code Interpreter and
|
||
|
|
- Amazon Bedrock AgentCore Browser Tool
|
||
|
|
|
||
|
|
## Amazon Bedrock AgentCore Code Interpreter
|
||
|
|
|
||
|
|
### Key Features
|
||
|
|
|
||
|
|
1. **Secure Code Execution**: Execute code in isolated sandbox environments, ensuring security while accessing internal data sources.
|
||
|
|
|
||
|
|
2. **Fully Managed AWS-native Solution**: Seamlessly integrates with frameworks like Strands Agents, LangGraph, and CrewAI.
|
||
|
|
|
||
|
|
3. **Advanced Configuration Support**: Includes large file support for both input and output, and internet access.
|
||
|
|
|
||
|
|
4. **Multiple Language Support**: Pre-built runtime modes for various programming languages including JavaScript, TypeScript, and Python.
|
||
|
|
|
||
|
|
### Benefits
|
||
|
|
|
||
|
|
- **Enhanced Agent Accuracy**: Enables agents to perform complex calculations and data processing.
|
||
|
|
- **Enterprise-Grade Security**: Meets stringent security requirements with isolated environments.
|
||
|
|
- **Efficient Data Processing**: Capable of handling gigabyte-scale data by referencing files in Amazon S3.
|
||
|
|
|
||
|
|
## Amazon Bedrock AgentCore Browser Tool
|
||
|
|
|
||
|
|
### Key Features
|
||
|
|
|
||
|
|
1. **Model Agnostic Flexibility**: Supports various command syntaxes from different AI models, including Anthropic's Claude, OpenAI's models, and Amazon's Nova models.
|
||
|
|
|
||
|
|
2. **Enterprise-Grade Security**: Provides VM-level isolation, VPC connectivity, and integration with enterprise SSO systems.
|
||
|
|
|
||
|
|
3. **Comprehensive Audit Capabilities**: Includes CloudTrail logging of all browser commands and session recording features.
|
||
|
|
|
||
|
|
### Benefits
|
||
|
|
|
||
|
|
- **End-to-End Automation**: Enables AI agents to automate complex web workflows previously requiring manual intervention.
|
||
|
|
- **Enhanced Security**: Meets enterprise requirements with extensive security features and audit capabilities.
|
||
|
|
- **Real-Time Monitoring**: Offers Live View for immediate intervention and Session Replay for debugging and auditing.
|
||
|
|
|
||
|
|
## Use Cases
|
||
|
|
|
||
|
|
- Complex data analysis and visualization in secure environments
|
||
|
|
- Automated web interactions for form filling, data extraction, and multi-step processes
|
||
|
|
- Large-scale data processing and monitoring
|
||
|
|
- Secure code execution for AI agents in enterprise settings
|
||
|
|
|
||
|
|
## Tutorials Overview
|
||
|
|
|
||
|
|
1. [Amazon Bedrock AgentCore Code Interpreter](01-Agent-Core-code-interpreter)
|
||
|
|
2. [Amazon Bedrock AgentCore Browser Tool](02-Agent-Core-browser-tool)
|