PandasAI - Generative AI Capabilities in Pandas via OpenAI ChatGPT / LLM models

In this video, we'll take a quick look at a new library called PandasAI - this library enhances Pandas with capabilities from OpenAI's large-language-models, allowing you to ask questions and pass prompts to your Pandas DataFrames, and get back results - without writing any additional code!

For example, we can ask a question to a DataFrame, and get back text, numerical outputs, charts/graphs, and even Pandas Series vectors.

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#python #llm #pandas #artificialintelligence #datascience

[silkogelman]

Super interesting! Prompt based visualisations! 🤩
Combining your own datasets with LLMs has so many cool applications.
I love that you check the accuracy of the LLM answers.
Thanks BugBytes! 🙏

[Davidkiania]

This is awesome content valuable and timely I love it ... and well done.

[joseluisbeltramone]

Excellent video, comprehensive and clear explanation. Thank you!

[mehsaniphysicsmathmatics]

You are amazing!
Thanks for all the beauties you represent to the world.

[emmanuelkolawole]

This is the best project in the AI industry till date

[uroosaimtiaz]

Very cool! Wasn't sure how AI will continue to change how we program, but I didn't expect this. I wonder what is next :0

[fernandtape]

Good one! I'll try it later.
Are other languages supported in the prompt?

[emmanuelkolawole]

How does it handle large datasets? Two million rows and above?

[ArsenalvsEverybody]

why data visualization doesnt work in my jupyternotebook? when i write prompt = chart the survivor count for each sex

[lavanyavijayan]

I have multiple CSV files of different dimensions. Is there a way to load all of them and get the result?
Excellent video btw!!

[thirukumaran]

getting this error tell me how to fix it
UnicodeEncodeError: 'latin-1' codec can't encode character '\u200b' in position 7: ordinal not in range(256)

[greggy]

can your DF be multiple excels or CSV? I would like Panda to run across multiple files and tell me correlations and potential links between files

[nitinsingh]

Why am I getting different outputs for the same dataset and same prompt?

[hariomgupta]

HOw to show chart in django html templates.

[Gowtham]

Is there any way to load our own LLM model? If so, it would be great.

[LifeTravelerAmmu]

Hello @BugBytes ..
Great Thanks !!!!
How can i use MYSQL database instead of using dataframe, csv files....
If it possible ... please let me know ...
Thank you !!!

[reneschwabe]

Very interesting. Unfortunately not for business data cause OpenAI gets the data. Would be better with a local LLM.

[shekarshekar]

hey Although I am using Paid API key, the API is taking a long time to respond. is there any chance we can improve the Performance?