Automating image collection

This post details how to use the `clip-retrieval` Python package to query the LAION-5B dataset using text prompts or image embeddings. It provides installation instructions, code examples for querying with text and images, and demonstrates how to use the retrieved images as initial images for text-to-image models on Replicate. It also explains the underlying technical concepts of CLIP embeddings and k-NN search.