Today, we'll cover how to analyze data in a MySQL database with local Llama 3 using Pandas AI, Ollama and Streamlit for free. Happy learning.
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00:01 Introduction
01:06 Setup
02:47 Create a new database
04:43 Load the model with Ollama
06:41 Initialize the model
08:29 Connect to the database
10:45 Build the app
12:41 Inference
13:31 Data visualization
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▶ PandasAI Tutorials: https://bit.ly/pandasai
▶ Ollama Tutorials: https://bit.ly/ollama-tutorials
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▶ Generative AI for DS: https://bit.ly/genai-for-data-science
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▶ Project files: https://github.com/TirendazAcademy/PandasAI-Tutorials
▶ MySQL Download: https://dev.mysql.com/downloads/
▶ Dataset: https://www.kaggle.com/datasets/uom190346a/e-commerce-customer-behavior-dataset/data
Hi there, I'm a content creator on generative AI & data science, PhD. My goal is to make the latest technologies understandable for everyone.
#ai #generativeai #datascience