Try this Smart Search
Its a search tool, made by me, which includes descriptive image search, descriptive file search based on the contents, and the normal searches as well, it is moreptimized and with a better ui
Search your local images using natural language descriptions.
Built using OpenAI's CLIP model.
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Clone the repository:
git clone https://github.com/basilbenny1002/Descriptive-Media-Search cd Descriptive-Image-Search -
Install dependencies:
pip install -r requirements.txt
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Run the app:
python main.py
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On first run, the app will download the required CLIP model from the internet.
Note: If the model download fails, try:
- Running the script as Administrator (on Windows)
- Enabling Developer Mode (
Settings > Privacy & security > For developers)
- When the app launches, choose the folder that contains your images.
- Click Start to begin generating image embeddings.
- A progress bar will appear (⚠ currently, elapsed and remaining time are broken).
- Once embedding is complete, the app will take you to the search interface.
- Type a description and click Search.
- Click on any image to open it.
Embeddings are saved and reused. You only need to regenerate them if new images are added.
Auto-detecting changes and updating embeddings is a planned feature.
- Search images by describing them (e.g., "a group of friends at a beach")
- Uses CLIP to match descriptions to image content
- Simple GUI
- Click on images to open them
- Reuses saved embeddings to avoid reprocessing
- Automatically detect and update embeddings when images change
- Show elapsed and remaining time during embedding
app.py– GUI elementsfunctions.py– Helper functionsmain.py– App logic and entry pointassets- Contains image files for the readme
For any questions or further information, feel free to reach out at basilbenny1002@gmail.com.

