<?xml version="1.0" encoding="utf-8"?>
<feed xml:lang="en-us" xmlns="http://www.w3.org/2005/Atom"><title>Simon Willison's Weblog: vectors</title><link href="http://simonwillison.net/" rel="alternate"/><link href="http://simonwillison.net/tags/vectors.atom" rel="self"/><id>http://simonwillison.net/</id><updated>2024-05-03T03:16:39+00:00</updated><author><name>Simon Willison</name></author><entry><title>I'm writing a new vector search SQLite Extension</title><link href="https://simonwillison.net/2024/May/3/sqlite-vec/#atom-tag" rel="alternate"/><published>2024-05-03T03:16:39+00:00</published><updated>2024-05-03T03:16:39+00:00</updated><id>https://simonwillison.net/2024/May/3/sqlite-vec/#atom-tag</id><summary type="html">
    
&lt;p&gt;&lt;strong&gt;&lt;a href="https://alexgarcia.xyz/blog/2024/building-new-vector-search-sqlite/index.html"&gt;I&amp;#x27;m writing a new vector search SQLite Extension&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;
Alex Garcia is working on &lt;code&gt;sqlite-vec&lt;/code&gt;, a spiritual successor to his &lt;code&gt;sqlite-vss&lt;/code&gt; project. The new SQLite C extension will have zero other dependencies (&lt;code&gt;sqlite-vss&lt;/code&gt; used some tricky C++ libraries) and will work using virtual tables, storing chunks of vectors in shadow tables to avoid needing to load everything into memory at once.


    &lt;p&gt;Tags: &lt;a href="https://simonwillison.net/tags/c"&gt;c&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/sqlite"&gt;sqlite&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/vectors"&gt;vectors&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/alex-garcia"&gt;alex-garcia&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/vector-search"&gt;vector-search&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/embeddings"&gt;embeddings&lt;/a&gt;&lt;/p&gt;



</summary><category term="c"/><category term="sqlite"/><category term="vectors"/><category term="alex-garcia"/><category term="vector-search"/><category term="embeddings"/></entry><entry><title>VectorMagic</title><link href="https://simonwillison.net/2007/Oct/28/vectormagic/#atom-tag" rel="alternate"/><published>2007-10-28T11:46:44+00:00</published><updated>2007-10-28T11:46:44+00:00</updated><id>https://simonwillison.net/2007/Oct/28/vectormagic/#atom-tag</id><summary type="html">
    
&lt;p&gt;&lt;strong&gt;&lt;a href="http://vectormagic.stanford.edu/"&gt;VectorMagic&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;
Neat online tool (with a Flex frontend) for tracing bitmap images in to vectors, based on research at the Stanford AI lab.


    &lt;p&gt;Tags: &lt;a href="https://simonwillison.net/tags/flash"&gt;flash&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/flex"&gt;flex&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/graphics"&gt;graphics&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/images"&gt;images&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/stanford"&gt;stanford&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/vectormagic"&gt;vectormagic&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/vectors"&gt;vectors&lt;/a&gt;&lt;/p&gt;



</summary><category term="flash"/><category term="flex"/><category term="graphics"/><category term="images"/><category term="stanford"/><category term="vectormagic"/><category term="vectors"/></entry></feed>