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An introduction to vector embeddings, the fundamental concept widely used in machine learning. The Jupyter Notebook was prepared as part of internal presentation for work mates.

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Vector Embeddings

This notebook is focused on vector embeddings.

Installation

Create the environment:

> cd embeddings > python -m venv .venv > .venv\Scripts\activate.bat 

Install the required packages using pip:

(.env) pip install -r requirements.txt 

NOTE: By default PyTorch packages are installed for CPU. To make use of CUDA, please refer to Install Pytorch and update requirements.txt accordingly.

Uninstallation

Go to the environment:

> cd embeddings > python -m venv .venv > .venv\Scripts\activate.bat 

Uninstall the required packages using pip:

pip uninstall -r requirements.txt -y 

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An introduction to vector embeddings, the fundamental concept widely used in machine learning. The Jupyter Notebook was prepared as part of internal presentation for work mates.

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