Agentic (System Monitoring & RAG)
Spring Boot-based server that connects system monitoring tools with a RAG service, enabling real-time access to both system metrics and corporate documentation stored in Redis.
About
Agentic is a Spring Boot-based MCP server implementation that enables AI assistants to interact with system monitoring tools and retrieve information from a knowledge base. It consists of three main components: a monitor service that provides system status information, a RAG (Retrieval-Augmented Generation) service that answers questions using a vector database of corporate documentation, and an application agent that serves as the client interface. The implementation leverages Spring AI with Ollama for LLM integration and Redis for vector storage, making it particularly valuable for enterprise environments where AI assistants need access to both real-time system metrics and domain-specific knowledge.
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