This repository provides runnable Streamlit apps demonstrating LangChain agent implementations. Each app showcases a different agent pattern including MRKL agents, search-augmented chatbots, document Q&A systems, SQL database assistants, and conversational memory. The apps integrate with OpenAI LLMs, use LangSmith for trace observability, and provide working examples of agent tool use and conversation history management.