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by vaibhavdubey97 413 days ago
Thank you!

Smolagents works great for us but we did run into some limitations. For example, it lacks structured output enforcement, parallel execution, and in-built shared memory, which are crucial features for orchestrating a multi-layer agent hierarchy beyond simple chatbots. We've also been playing around with Pydantic AI due to its benefits with validation and type enforcement but haven't shifted yet.