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Perform data analysis and visualization with LLM

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GEN-AI

Perform data analysis and visualization with LLM

Pandas AI, GROQ, Llama3-8b-8192

Create GROQ(Graph-Relational Object Queries) API Key

https://console.groq.com/playground 

Add the GROQ API Key to .env

Create and activate virtual environment

cd conda create --prefix ./env conda env list conda activate

Install dependencies via terminal

pip install -r requirements.txt 

Initialize the model via terminal

streamlit run app.py

Production App(s)

Data Analysis with CSV app

https://genai-csv.streamlit.app/

TO DO

  1. Docker Container
  2. MySQL LLM app
  3. Run Analysis tools simultaneously
  4. UI Improvements

Install MySQL (TO DO)

https://dev.mysql.com/downloads/mysql/

Create MySQL Datebases (TO DO)

Current Datasets in MySQL (Additional Datasets upon request)

heart_disease thyroid_disease

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