📊📈📉🤖Pandas AI - AI library for Big Data analysis
Pandas AI is a Python library with built-in generative artificial intelligence or language model.
How it works: in the code editor, you can ask any question about data in natural language and, without writing code, you will get a ready-made answer based on your data.
You can install Pandas AI with the following command:
pip install pandasai
After installation, you need to import the pandasai library and the LLM (Large Language Model) function:
import pandas as pd
from pandasai import PandasAI
from pandasai.llm.openai import OpenAI
However, Pandas AI does not position itself as a replacement for Pandas. As the developers note, this is more of an improvement for the standard Pandas.
The developers also warn that the entire data frame is transmitted along with the question each time, so the solution is far from ideal for processing large data sets.