AI agent for autonomous cyber operations

This repo covers LLM, Agents concepts both theoretically and practically: LLMs, RAG, Fine Tuning, Agents, Tools, MCP, AWS Strands Agents, Google Agent Development Kit, ADK, Reference Documents, etc.

It shows how to use strands agent.

A full-stack web application that conducts comprehensive research using multiple specialized AI agents to gather, analyze, and synthesize information from diverse sources into coherent reports.

AI-Powered Stock Analysis with Bright Data MCP Server & Strands Agents SDK

Deploying the schedule-based Serverless Strands Agent on AWS Lambda with CDK, EventBridge and Docker

Agentic AI Robot: Industrial Safety Monitoring and Control

Electricity bill estimator using Generative AI and Strands Agents

Agent-to-Agent AI Integration: AWS Security Analysis with AI21 Maestro & Strands Agents

An intelligent chatbot built with AWS Strands Agents SDK featuring multi-LLM support and external tool integration.

Weather Distance App Get current weather information for cities worldwide Calculate distances between cities using the Haversine formula Multi-agent architecture with specialized agents for different tasks Coordinator agent that delegates tasks to specialized agents

MCP Server for Strands leveraging ElasticSearch

NL2SQL Agent - 基于 AWS Bedrock 和 Strands Agent 的自然语言数据库查询分析系统

MCP Runtime, LangGraph / Strands, Knowledge Base, Use-AWS, AgentCore Coder

An autonomous AI agents using Strands framework with Bright Data MCP tools for competitive intelligence and market analysis.

AI-powered system that analyzes Freelance contracts using AWS services.

Strands Agents using MCP Tools powered by Amazon Q Business Cross App index and Perplexity Ask