I accidentally built a meme search engine
3.00T1 sourceharper.blog (Harper Reed)
Source record
Published by harper.blog (Harper Reed) (T1 source). The original is at https://harper.blog/2024/04/12/i-accidentally-built-a-meme-search-engine/.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryHarper Reed documents building a meme search engine using SigLIP/CLIP for image embeddings and a vector database for similarity search, walking through terms, tools (faiss, Pinecone), and the learning process from zero understanding to a working prototype.
Why it mattersA builder's plain-spoken walkthrough of wiring CLIP/SigLIP embeddings with a vector store, useful as a starting reference for anyone trying image similarity search.

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