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Building Powerful AI Agents with LangChain and LangGraph — Part 1

  • LangChain and LangGraph are frameworks that enable the development of powerful Agentic AI agents.
  • LangChain simplifies the integration of Large Language Models (LLMs) and provides modular components for reasoning, using tools, maintaining memory, and executing workflows.
  • LangChain offers interfaces for different model types and provides tools for prompts, memory, chains, data retrieval, and interaction with the world.
  • LangChain Expression Language (LCEL) allows developers to compose chains with a clean and intuitive syntax, enhancing readability and maintainability.

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