AI Agents Can Live Inside Your Python Notebook

Real Python · Beginner ·🛠️ AI Tools & Apps ·1w ago

Key Takeaways

Demonstrates how AI agents can live inside a Python notebook

Full Transcript

Marimo Pair is a agent skill that teaches an agent how to use Marimo effectively as a tool. Agents are actually pretty good at Give it a problem with some data and you say like, okay, hey, go investigate this. It'll go off and like do some exploration and come back to you with like some answer and the tools that they're equipped with out of the box are really oriented around file systems. Basically, if you have a hammer, like every problem's going to look like a nail and so the model figure is going to take a data problem and turn it into like a set of files and logs and scripts on the file system. We've developed tools that are really good for working with data, like notebooks are sort of the canonical example. And so the idea of Marimo Pair is to just bring the models into the session by allowing them to live inside the Marimo kernel and ask any questions that they might want with Python in your running notebook session.

Original Description

Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start Listen to the full episode at https://realpython.com/podcasts/rpp/293 or wherever you get podcasts -- with Trevor Manz (hosted by Chris Bailey). 🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com ▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰ 🐍 Start Here → https://realpython.com/start 🗺️ Guided Learning Paths → https://realpython.com/learning-paths 🎧 Real Python Podcast → https://realpython.com/podcast 📚 Python Books → https://realpython.com/books 📖 Python Reference → https://realpython.com/ref 🧑‍💻 Quizzes & Exercises → https://realpython.com/quizzes 🎓 Live Courses: https://realpython.com/live ⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories ▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰
Watch on YouTube ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

Related Reads

Up next
The Godfather of NYC Investment Sales Just Launched an AI-Driven Brokerage. Here's How.
AI for CRE
Watch →