How to Use PandasAI Agent with Llama 3 using Ollama?

Evren Ozkip · Beginner ·🧠 Large Language Models ·1y ago
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. ▶ Subscribe: https://bit.ly/subscribe-tirendazai ▶ Join my channel: https://bit.ly/join-tirendazai 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: https://bit.ly/pandasai ▶ Ollama Tutorials: https://bit.ly/ollama-tutorials ▶ Generative AI for DS: https://bit.ly/genai-for-data-science ▶ LangChain Tutorials: https://bit.ly/langchain-tutorials ▶ LLMs Tutorials: https://bit.ly/llm-tutorials FOLLOW ME: ▶ Medium: https://tirendazacademy.medium.com ▶ X: https://twitter.com/TirendazAcademy ▶ LinkedIn: https://www.linkedin.com/in/tirendaz-academy Don't forget to subscribe and turn on notifications so you don't miss the latest videos. ▶ Project files: https://github.com/TirendazAcademy/PandasAI-Tutorials ▶ Dataset: https://www.kaggle.com/datasets/uom190346a/e-commerce-customer-behavior-dataset/data 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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Chapters (7)

0:01 Introduction
1:12 Setup
2:47 Load the model with Ollama
4:37 Initialize the model
7:43 Build the app
10:54 Inference
13:15 Data visualization
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