Azure Container Apps' dynamic sessions provide a secure, low-latency environment for running Python code, enabling LLMs to perform complex computations while maintaining enterprise-grade security and isolation. The integration with LangChain allows users to safely execute Python code within these sessions, enhancing the capabilities of LLM agents and leading to higher productivity and performance. With features like strong isolation, fully managed lifecycle, fast startup, scalability, data access, and preinstalled packages, dynamic sessions provide a robust platform for running code execution tools in a sandboxed environment.