<ul><li>The article discusses the use of Streamlit, LangGraph, and Tavily on Hugging Face for building advanced chatbots.</li><li>The components, including UI configuration and graph-based workflow, are designed to be flexible and easily extendable.</li><li>Tavily Search is introduced as a smart search engine for AI programs and chatbots, providing real-time and reliable internet searches.</li><li>The article also mentions the use of agentic retrieval-augmented generation (RAG) to make chatbots smarter by accessing real-time information.</li></ul>

Beyond Basic Bots: A Guide to Streamlit, LangGraph & Tavily on Hugging Face

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