Agentic AI Workflows with LangGraph empower LLMs to use tools and take further action based on what they have learned.Frameworks like LangGraph provide building blocks for Python apps with features such as long-term memory and durable resumability.Sydney Runkle discusses building Python apps with LangChain and LangGraph on the Talk Python podcast.Links related to LangGraph, LangChain, tutorials, and episodes mentioned in the show are available for further reference.