AgentHouseのご紹介

In the wake of Anthropic's 2024 release of the MCP protocol, ClickHouse's integration team demonstrated a basic integration of Anthropic's Sonnet model with the ClickHouse database, prompting the creation of Dwaine, an internal LLM designed to assist company users in querying data for insights like revenue and customer behavior. This initiative led to the development of AgentHouse, an interactive demo environment showcasing the seamless integration of ClickHouse's real-time analytics with large language models, accessible without account creation or data upload. AgentHouse utilizes Anthropic's Sonnet model for its advanced understanding of structured data and integrates with the open-source LibreChat UI for user-friendly interaction. It features the ClickHouse MCP server to bridge data transfer and query optimization between databases and LLMs, providing access to various public datasets for testing and exploration through natural language queries. Users can experience real-time analysis and automated data visualization, emphasizing ClickHouse's suitability as a backend for LLM applications.