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Alex Garcia 2024-06-22 16:46:33 -07:00
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@ -9,14 +9,14 @@ hero:
actions:
- theme: brand
text: Getting Started
link: /getting-started
link: /introduction
- theme: alt
text: API Reference
link: /api-reference
features:
- title: Runs everywhere
details: On the server, in the browser with WASM, mobile devices, and more!
details: On laptops, servers, mobile devices, browsers with WASM, Raspberry Pis, and more!
- title: Bindings for many languages
details: Python, Ruby, Node.js/Deno/Bun, Go, Rust, and more!
- title: Only SQL
@ -24,49 +24,24 @@ features:
---
```sqlite
-- store 768-dimensional vectors in a vec0 virtual table
create virtual table vec_movies using vec0(
synopsis_embedding float[768]
);
-- insert vectors into the table, as JSON or compact BLOBs
insert into vec_movies(rowid, synopsis_embedding)
select
rowid,
embed(synopsis) as synopsis_embedding
from movies;
select rowid, distance
-- KNN search!
select
rowid,
distance
from vec_movies
where synopsis_embedding match embed('scary futuristic movies')
order by distance
limit 20;
```
---
<div class="language-sqlite vp-adaptive-theme"><button title="Copy Code" class="copy"></button><span class="lang">sqlite</span><pre class="shiki shiki-themes github-light github-dark vp-code"><code><span class="line"><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">create</span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;"> virtual</span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;"> table</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> vec_movies </span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">using</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> vec0(</span></span>
<span class="line"><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> synopsis_embedding </span><span id="xxx"><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">float</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">[768]</span></span></span>
<span class="line"><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">);</span></span>
<span class="line"></span>
<span class="line"><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">insert into</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> vec_movies(rowid, synopsis_embedding)</span></span>
<span class="line"><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;"> select</span></span>
<span class="line"><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> rowid,</span></span>
<span class="line"><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> embed(synopsis) </span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">as</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> synopsis_embedding</span></span>
<span class="line"><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;"> from</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> movies;</span></span>
<span class="line"></span>
<span class="line"><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">select</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> rowid, distance</span></span>
<span class="line"><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">from</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> vec_movies</span></span>
<span class="line"><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">where</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> synopsis_embedding </span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">match</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> embed(</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;">'scary futuristic movies'</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">)</span></span>
<span class="line"><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">order by</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> distance</span></span>
<span class="line"><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">limit</span><span style="--shiki-light:#005CC5;--shiki-dark:#79B8FF;"> 20</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">;</span></span></code></pre></div>
<script>
//document.querySelector('#xxx').style.background = 'red'
</script>
<script setup>
import { onMounted } from 'vue'
onMounted(() => {
document.querySelector('#xxx').style.background = 'red';
});
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