Artificial intelligence is moving fast.

Every week, new tools appear that make it easier to build apps powered by large language models.

But many beginners still get stuck on one question. How do you structure the logic of an AI application? How do you connect prompts, memory, tools, and APIs in a clean way?

That is where popular open-source...