How to Use Llama 3 with PandasAI and Ollama Locally

Today, we'll cover how to perform data analysis and visualization with local Meta Llama 3 using Pandas AI and Ollama for free. Happy learning.

00:01 Introduction
01:32 Setup
03:02 Initialize the model
05:15 Initialize the app
08:10 Build the app
09:18 Inference
11:16 Data visualization

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Hi, I am Tirendaz, PhD. I create content on generative AI & data science. My goal is to make the latest technologies understandable for everyone.

#ai #generativeai #datascience

[DallasGraves]

Holy crap! My mind is absolutely RACING with proof of concept projects I can deliver to our Finance team with this. Thank you so much for making this!

[flashaction]

This channel has not been discovered yet, thank you for the up-to-date and practical videos!

[ecmiguel]

Hi. I had to install these modules due to some issues:
%pip install numpy==1.26.0

%pip install pandas==1.5.3

%pip install pyyaml

%pip install pandasai

and the results are amazing!!!!

[pluscrazy]

Unbelievable, never knew about Pandas AI. THANKS VERY MUCH 🎉🎉🎉

[MANONTHEMOON]

dude, please do another video on this with more things you can do, or maybe explaining further, this is amazing.

[ladonteprince]

Undiscovered gem - the voice the instruction pure gold

[wvagner]

Great, great video! I just got a new subscriber! Congrats and regards from Brazil!

[arirajuh]

Amazing demonstration. Thank you for sharing.

[pavloOps]

Woooow, it’s amazing!! Thanks a lot for so pretty and smart video ❤

[mubasharsaeed]

Please make a video for agent which perform action using lama or langchain for example if we give an prompt bring red box the lama 3 generate the plan and agent do action.
Thanks

[farooqhussain]

Great video, opens so many possibilities. Qn. What are the system requirements for this type of set up?

[stanTrX]

Tebrikler kardeşim. Aksanından hemen anladım. Selamlar. Abone oldum 🎉

[nevereverbeats]

we are giving data .what if we are analysing a confidential data it is neccessary to use in industrial use ? what if its read data in llms

[KP-mkwx]

when i try doing a bar chart I get this error [Errno 2] No such file or directory: any idea? I am running on a Mac M2 and the folder is empty

[varganbas]

Grear! Thanks! it works 😁there was an error in python !!!

[rahulhagote-gn]

I run same code but getting
Unfortunately, I was not able to answer your question, because of the following error:

No code found in the response

[muhammadtalmeez]

wow your videos are amazing. CAn we use any open-source model with PandasAi?

[mahraneabid]

is this solution works only on one single table what if I want in all the database?

[GiuliaCalvo-kk]

is there the possibility to do it on colab and build the app from there?

[felipemorelli]

Excellent video.
which cpu are you using?