LangGraph: Building a Dangerously Smart AI Agent - Dynamic Code Generation & Execution!

Get ready to witness the power of a dangerously smart AI! In this thrilling tutorial, we dive into LangGraph, a revolutionary framework that orchestrates dynamic agents capable of generating, reviewing, and executing Python code in real-time. Watch as this AI autonomously transforms your natural language requests into executable code, reviews it for errors, and safely runs it inside a Docker container. 🚀
This isn’t just any AI-it's an agent that learns, adapts, and even retries until perfection, all while ensuring the safety of your system. You’ll see how we build this agent step-by-step, leveraging LangGraph's StateGraph and advanced workflows. Whether you're new to LangGraph or an enthusiast, this video will show you how to push the boundaries of AI development!
📂 GitHub Repository: github.com/Tea...
📺 Watch the full playlist here: • AI Workflows: LangGrap...
Make sure to like and subscribe for more mind-blowing tutorials on advanced AI workflows, dynamic agents, and LangGraph magic! Let’s explore the future of AI together!

[@smehra]

This is seriously good, so much superior to other Langgraph tutorials.

[@tharunbhaskar6795]

Very simple to follow. This clearly explains how we can make agents interact with each other and the importance of State in LangGraph. I really liked the code execution part, where we run it in isolation to protect from running potential harmful code

[@MukulTripathi]

Safety with AI generated code is needed. I'd be extending this into my voice assistant with more safety integrated into it.
We can also have a human in the loop if we want to run shell scripts on host machine.

[@tharunbhaskar6795]

@@MukulTripathi Yah, we can even use RegEx, to initially screen if the code generated contains any malious imports (like subprocess)

[@ronwiltgen2698]

Would it be possible to add this as a prefect flow? And then dynamically invoke it?

[@MukulTripathi]

Of course! In fact my voice assistant is going to be doing exactly this.

[@tharunbhaskar6795]

@@MukulTripathi Can we have a video on this

[@MukulTripathi]

For sure, I'm on an international trip for about a month, but I might find time for this. Otherwise, it'll be around end of November.

[@tharunbhaskar6795]

@@MukulTripathi Sure, will be waiting

[@techchanx]

tried everything to get langraph and langchain installed and it failed repeatedly with various build errors. gave up.

[@MukulTripathi]

Did you do a pip install for requirements? I just set it up on a new machine and it works.
Would you like to paste the error?

[@techchanx]

@@MukulTripathi got it working, tried it next day and it worked :)

[@MukulTripathi]

I'm glad it worked for you :)