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The agent-service-toolkit is a full-featured repository for building and running AI agent services. It leverages LangGraph for sophisticated agent logic, FastAPI for a robust service API, and Streamlit for an interactive chat interface. This toolkit provides a comprehensive and robust template for developing and deploying custom AI agents with ease.