Awesome Similarity Search Papers

A curated and continuously updated collection of scholarly research on similarity search, vector databases & approximate nearest neighbors, structured to support systematic exploration and academic inquiry.

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All Papers
Every paper — sortable by year, citations, stars, likes.
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t-SNE embedding of every paper. Zoom, pan, click.
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Discovered themes and top papers per topic.
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Curated journeys through canonical and frontier papers.
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Blogs & Books
High-signal blog posts and books on the field.
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Learn
Structured roadmap through the research.

Awesome Similarity Search Papers
Key research topics in Similarity Search, Vector Databases & Approximate Nearest Neighbors

A personal research project — provided as-is, no warranties.