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Learn about LangChain's Agents and Tools functionality through a conference talk from PyBay 2023 that demonstrates how to integrate these components with communication APIs like Twilio for SMS capabilities. Explore how developers can chain together different Large Language Model (LLM) components to create advanced applications, with a specific focus on how Agents utilize LLMs for decision-making processes. Discover practical implementations and use cases while gaining insights from speaker Lizzie Siegle during this 26-minute presentation delivered at the San Francisco Bay Area's regional Python conference. Delve into the technical aspects of building more sophisticated LLM applications through the combination of Agents, Tools, and communication interfaces, making this talk particularly valuable for developers interested in expanding their knowledge of LangChain's capabilities and practical applications in SMS communication.