[NAACL 2025] KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents

Planning Project Implementation for the Udacity Artificial Intelligence Nanodegree Program

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LangGraph is a powerful framework built on LangChain that enables the creation of stateful, multi-step, and agentic workflows using directed graphs. It simplifies complex LLM orchestration by allowing conditional branching, memory, and tool integrations in a visual and modular way.

Implementation of a planning agent using LangGraph's state machines. The agent dynamically creates task lists and executes them sequentially, demonstrating a robust pattern for AI task decomposition.