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How to Use PandasAI Agent with Llama 3 using Ollama? 

Tirendaz AI
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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

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7 май 2024

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Комментарии : 15   
@thrashassault1
@thrashassault1 Месяц назад
nice 🤩
@TirendazAI
@TirendazAI Месяц назад
Thanks 🤗
@nguyenngothuong
@nguyenngothuong Месяц назад
Nice 🎉❤
@TirendazAI
@TirendazAI Месяц назад
Thanks 🤗
@Tengreken
@Tengreken 14 дней назад
Udemyde de Türkçesi bulunmuyor. Eğitimleri Türkçe de yapabilir misin? En azından Türkçe altyazı?
@satvikbisht
@satvikbisht Месяц назад
Unfortunately, I was not able to answer your question, because of the following error: Connection error. i am getting this error
@TirendazAI
@TirendazAI Месяц назад
Did you start Ollama with the "ollama serve" command in your terminal?
@amanporwal6748
@amanporwal6748 Месяц назад
​@@TirendazAIYes, I start ollama serve but after that same problem will occur.
@dangya3481
@dangya3481 Месяц назад
I use conda 23 + Python 3.10 , it worked. But use conda 24 + Python 3.12, it's not worked.
@TirendazAI
@TirendazAI Месяц назад
This is due to the dependencies of the libraries. I recommend creating a separate virtual environment.
@stanTrX
@stanTrX Месяц назад
Thanks. Has potential but Still not consistent and robust as you have demonstrated.
@TirendazAI
@TirendazAI Месяц назад
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
@stanTrX Месяц назад
@@TirendazAI thanks, i will give it a try then
@TirendazAI
@TirendazAI Месяц назад
Happy learning!
@ClimateDS
@ClimateDS 29 дней назад
I would call this an agent. more like pandas chat bot
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