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This tool provides an AI agent system designed to interact with product and order management systems. It leverages a LangGraph agent with a mock LLM to determine user intent and execute actions, integrating with MCP (Multi-purpose Communication Protocol) servers via subprocesses for core functionalities like listing, adding, and managing products and orders. The entire system is exposed through a FastAPI endpoint, offering capabilities such as product queries, additions, order creation, and custom tools like a discount calculator. It includes robust features like Docker containerization, SQLite persistence, Redis caching for improved performance, and advanced observability with request IDs and detailed logging of tool calls.
