Build a Pandas AI Agent with Langchain and Plotly Dash

Create your own AI Agent that uses Pandas and Python to quickly analyze datasets and get data summaries. We will use Langchain to build the agent and Plotly Dash to create the graph and the front end interface.

Charming Data:

App code in video:

Pandas AI docs:

Pandas Agent API:

Video layout:
00:00 - What you will learn
00:58 - App code
01:52 - LLM and data
03:36 - Pandas agent
07:57 - Front end interface

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👉 Your support keeps Charming Data running, which is proudly a 100% member-supported AI educational channel:

[JPy]

Less than a minute and already blow my mind, ai love pandas ta

[MrValVet]

It would be great if you could show how to integrate agents to chat with all database data.

[manueldorer]

Hey man thanks for your nice videos about dash in python. I really like to watch and learn from them. Do you have any tips, how to setup a custom filtering for DataTable, specially I want to apply multiple filters on the same column ? Thanks for your answer:)