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            <title><![CDATA[Building blobd: single-machine object store with sub-millisecond reads and 15 GB/s uploads]]></title>
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            <pubDate>Mon, 03 Nov 2025 00:00:00 GMT</pubDate>
            <description><![CDATA[Deep dive into blobd, an object store designed for constant low latency reads using async Rust, io_uring and atomic writes]]></description>
            <author>wl@wilsonl.in (Wilson Lin)</author>
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            <title><![CDATA[Building a high recall vector database serving 1 billion embeddings from a single machine]]></title>
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            <pubDate>Sun, 10 Aug 2025 00:00:00 GMT</pubDate>
            <description><![CDATA[Introduction to CoreNN, an open source vector database that scales to 1 billion vectors on a single machine with high recall and throughput.]]></description>
            <author>wl@wilsonl.in (Wilson Lin)</author>
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            <title><![CDATA[From 3 TB RAM to 96 GB: superseding billion vector HNSW with 40x cheaper DiskANN]]></title>
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            <pubDate>Sun, 10 Aug 2025 00:00:00 GMT</pubDate>
            <description><![CDATA[An analysis of DiskANN, a newer graph-based ANN index built for cheaper disk while still retaining high recall and throughput.]]></description>
            <author>wl@wilsonl.in (Wilson Lin)</author>
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            <title><![CDATA[From Kevin Bacon to HNSW: the intuition behind semantic search and vector databases]]></title>
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            <pubDate>Sun, 10 Aug 2025 00:00:00 GMT</pubDate>
            <description><![CDATA[An explainer to how modern fast and accurate vector searching works, with interactive demos.]]></description>
            <author>wl@wilsonl.in (Wilson Lin)</author>
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            <title><![CDATA[Exploring Hacker News by mapping and analyzing 40 million posts and comments]]></title>
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            <pubDate>Thu, 09 May 2024 00:00:00 GMT</pubDate>
            <description><![CDATA[Accessible end-to-end deep dive of crawling, embedding, projecting, and semantic searching all of Hacker News for my Hackerverse project.]]></description>
            <author>wl@wilsonl.in (Wilson Lin)</author>
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            <title><![CDATA[Building a web search engine from scratch in two months with 3 billion neural embeddings]]></title>
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            <pubDate>Sun, 10 Aug 2025 00:00:00 GMT</pubDate>
            <description><![CDATA[End-to-end deep dive of the project, spanning a large GPU cluster, distributed RocksDB, and terabytes of sharded HNSW.]]></description>
            <author>wl@wilsonl.in (Wilson Lin)</author>
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