Data Analysis with PandasAi free HuggingFace LLMs

Python version used in this project

• 3.9.13

Create Virtual Environment

pip install virtualenv

python -m venv env

.\env\Scripts\activate

Install Requirement

pip install -r requirements.txt

API:

• edit .env.example file to .env and fillup HUGGINGFACEHUB_API_TOKEN
• Get the API Token from HuggingFace API

Run the app

streamlit run app.py

Limitation

• matplotlib.use('TkAgg') working with pandasai==0.5.0 but buggy.
• Free LLMs give wrong/weird answer sometimes

References

• PandasAi
• HuggingFace
• Streamlit pandasai prompt driven data analysis using OpenAi API