Builds and manages autonomous AI agents on AWS with orchestration, RAG capabilities, and custom action groups.
This skill provides comprehensive guidance and implementation patterns for Amazon Bedrock Agents, enabling developers to build autonomous AI systems that orchestrate foundation models like Claude for complex tasks. It covers the end-to-end lifecycle including configuring agent instructions, integrating Lambda functions via action groups, connecting vector databases for RAG, and managing persistent conversation sessions for production-grade AI applications.
主な機能
01API integration via Lambda and OpenAPI action groups
02Deployment lifecycle management using agent aliases and versions
030 GitHub stars
04RAG implementation with Amazon Bedrock Knowledge Bases
05Foundation model orchestration for Claude and Amazon Titan
06Persistent session and conversation context management
ユースケース
01Orchestrating multi-step backend workflows using natural language
02Building autonomous customer support agents with tool access
03Implementing complex RAG patterns over enterprise data sources
