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Building an Image Similarity Search app using Image Embeddings & Qdrant Vector DB

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Image Similarity Search App

LLM powered Image Similarity Search app using Image Embeddings & Qdrant Vector DB

Demo

Image-similarity-search-app-demo.mp4

Download

Download the package from GitHub

git clone https://github.com/asad128/image-similarity-search-app.git

Setup backend

Setup Qdrant Vector DB URL & API Key

https://qdrant.tech/qdrant-vector-database/

`QDRANT_DB_URL`, `QDRANT_API_KEY` & `COLLECTION_NAME`

Finally Run jupyter notebook - image_similarity_search_app.ipynb

Setup frontend

streamlit run app.py

Visit the below URL on your browser http://localhost:8501/

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