Enables natural-language querying of an e-commerce dataset by providing a LangChain agent that uses tools to execute parameterized SQL queries on a SQLite database, with short-term memory and Streamlit or Claude Desktop interfaces.
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process.env. You'll be asked to provide them before it can run.OPENAI_MODEL— El modelo configurado por defecto es gpt-5.4-nano. Si tu cuenta no dispone de él, reemplaza en .env por un modelo habilitado en tu cuenta.DATA_MCP_URLMEMORY_WINDOW_MESSAGESOPENAI_API_KEYAUTO_START_MCPAGENT_MCP_URLMCP_AGENT_TRANSPORT— http python mcp_agente.py[](https://m8ven.ai/mcp/emersonelio-agente-mcp-streamlit-ecommerce-n1ioui)