NirDiamant/GenAI_Agents ? reverse-engineered prompt

I want to build a project to help me and others learn about building Generative AI agents. It should be a repository full of tutorials using Python and Jupyter Notebooks, covering a range of agent types from beginner to more advanced.

For the basics, please include a simple conversational agent that can remember chat history, a question-answering agent, and another one that can perform basic data analysis on a file when I ask it questions in plain English. I've heard about LangChain, so let's use that as the main framework for these.

Then, can you add a tutorial that introduces a more advanced framework like LangGraph? I've heard it's good for creating more complex, multi-step agent systems. The overall goal is a comprehensive, hands-on learning resource where someone can run each notebook and understand how different AI agents are put together.