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ADK Smart Home Multi-Agent System

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📢 Excited to share my latest creation: the ADK Smart Home Multi-Agent System! 🏠💡 In a world where smart homes are becoming increasingly ubiquitous, the real challenge is creating seamlessly integrated, intelligent, and proactive systems. I've been developing a comprehensive solution that brings together real-time IoT data, weather intelligence, and AI-powered insights, all of which are controllable and viewable through Google Home. The ADK Smart Home Multi-Agent System is a sophisticated multi-agent microservice application designed for environmental monitoring and smart home automation. It's built around: 🏡 Real-time IoT Monitoring: Leveraging Arduino-based sensors, it captures precise indoor temperature and humidity data. ☁️ City-Wide Weather Intelligence: Integrates with external APIs (like OpenWeatherMap) to provide current outdoor temperature, humidity, and weather descriptions. 🤖 Multi-Agent Architecture (ADK): Built with the Agent Development Kit, the system featur...

MCP with RAG and Agent

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                                                                                 image from Google next To break down "MCP" and "MCP tools": Model Context Protocol (MCP): This is an open standard that aims to standardize how Large Language Models (LLMs) communicate with external applications, data sources, and tools. Essentially, it provides a structured way for LLMs to interact with the "outside world" in a consistent manner. It follows a client-server architecture, where: MCP clients (like LLM applications) request actions. MCP servers provide access to tools and data. MCP Tools: These are the specific functions or capabilities that MCP servers expose. They allow LLMs to perform actions, such as: Accessing files. Interacting with ...