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Final Project Samsung Innovation Campus Batch 5 Group 21

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AQMonitoring

Dataset

Kaggle: Carbon Monoxide ppm data for regression

Tech Stack

  • Flask
  • Sklearn
  • Streamlit (for the web app)
  • MongoDB
  • Ollama (llama3 model)

To run llama3

  1. Install the ollama software from here

  2. After installing, Run llama3 models

    ollama run llama3

    Note : The first time you run ollama it will pull the model

  3. Go to how to run section

How to run

  1. Clone the repository
  2. Install the dependencies
  3. Set up your IP4_ADDRESS on dashboard.py, IOT Code.ino, and server.py
  4. Set up your USER and PASSWORD of MongoDB on server.py
  5. Run the Flask server
  6. Run the Dashboard Streamlit app

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Final Project Samsung Innovation Campus Batch 5 Group 21

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