aws-samples/sample-agentic-ai-web
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amazon Nova models to create a web automation assistant with tool use, human-in-the-loop interaction, and vision capabilities.
Implements a progressive, step-by-step architecture starting with basic Claude API calls and evolving to a full-featured web automation system using Playwright for real browser control. Later steps add Model Context Protocol (MCP) integration for client-server separation, conversation history management with token optimization via summarization, and multi-tool orchestration including vision-based element clicking, form input, scrolling, and file writing capabilities.
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Language
Python
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MIT-0
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Last pushed
Feb 21, 2026
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