AI Agents to automatically execute your data processes

I have a customer, Louise, who works at an energy company and struggles with managing her scattered Python scripts across various folders.

Every time she needs to retrieve results, she has to remember the script location, manually open it, and execute the commands.

The situation becomes even more complex as the input and output files must flow between different scripts in sequence.

Introducing AI Agents: a solution that organizes your scripts as tools.

They automatically route your text input (in any language) to the right function, even configuring the input for you.

In the example below, a chatbot interacts with a script connected to the ESIOS API, answering questions and executing commands seamlessly.

This personalized system allows you to execute virtually anything directly from the chatbot, making the process smoother and more efficient.

References

• LangGraph to build the chatbot workflow (i.e., logic to handle tools).
• LangChain to transform functions in script to tools.
• Streamlit repo to build the UI for the chatbot.