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Semantic Image Search in Python

This is a Python implementation of a semantic image search system using embedding vectors. It uses the OpenAI CLIP model for generating image embeddings.

Installation

Clone the repository:

git clone https://github.com/The-Best-Codes/semantic-image-search-embedding-py.git

Install dependencies with uv:

uv sync

Or with pip:

pip install -r requirements.txt

Usage

Run the application:

uv:

uv run main.py --help

python:

python main.py --help

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Demo of using CLIP embedding model to make a semantic image search in Python

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