How to Use PandasAI Agent with Llama 3 using Ollama?

Today, we'll cover how to perform data analysis and visualization with local Meta Llama 3 using Pandas AI agent and Ollama for free. Happy learning.
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00:01 Introduction
01:12 Setup
02:47 Load the model with Ollama
04:37 Initialize the model
07:43 Build the app
10:54 Inference
13:15 Data visualization
RELATED VIDEOS:
▶ PandasAI Tutorials: bit.ly/pandasai
▶ Ollama Tutorials: bit.ly/ollama-tutorials
▶ Generative AI for DS: bit.ly/genai-for-data-science
▶ LangChain Tutorials: bit.ly/langchain-tutorials
▶ LLMs Tutorials: bit.ly/llm-tutorials
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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

[@nguyenngothuong]

Nice 🎉❤

[@TirendazAI]

Thanks 🤗

[@thrashassault1]

nice 🤩

[@TirendazAI]

Thanks 🤗

[@satvikbisht]

Unfortunately, I was not able to answer your question, because of the following error:
Connection error.
i am getting this error

[@TirendazAI]

Did you start Ollama with the "ollama serve" command in your terminal?

[@amanporwal6748]

​@@TirendazAIYes, I start ollama serve but after that same problem will occur.

[@dangya3481]

I use conda 23 + Python 3.10 , it worked. But use conda 24 + Python 3.12, it's not worked.

[@TirendazAI]

This is due to the dependencies of the libraries. I recommend creating a separate virtual environment.

[@stanTrX]

Thanks. Has potential but Still not consistent and robust as you have demonstrated.

[@TirendazAI]

If a prompt doesn't work, I try another prompt. You can get the same results with the PandasAI cache. This cache stores the results of previous queries.

[@stanTrX]

@@TirendazAI thanks, i will give it a try then

[@TirendazAI]

Happy learning!