Python Powers AI for Small Businesses: Knowledge Bases, Agents, and MCP Server in Action

In the process of deploying large language models, Python serves as both an experimental tool and the primary engineering platform. This session will demonstrate how to rapidly implement enterprise AI applications by leveraging the Python ecosystem and open-source projects (RAGFlow, OpenWebUI, Dify). Through a real-world case study, we will showcase the architecture and practical experience of knowledge bases, agents, and MCP servers, while exploring Python's unique advantages in building scalable enterprise-grade AI systems.