mirror of https://github.com/lancedb/lancedb.git synced 2026-08-18 03:58:26 +00:00

T

dependabot[bot] 7276c34c51 chore(deps): bump the rust-minor-patch group across 1 directory with 6 updates (#3658 )

Bumps the rust-minor-patch group with 6 updates in the / directory:

| Package | From | To |
| --- | --- | --- |
| [regex](https://github.com/rust-lang/regex) | `1.12.4` | `1.13.0` |
| [bytes](https://github.com/tokio-rs/bytes) | `1.12.0` | `1.12.1` |
| [uuid](https://github.com/uuid-rs/uuid) | `1.23.4` | `1.23.5` |
| [http-body](https://github.com/hyperium/http-body) | `1.0.1` | `1.1.0`
|
| [napi](https://github.com/napi-rs/napi-rs) | `3.10.3` | `3.10.5` |
| [napi-derive](https://github.com/napi-rs/napi-rs) | `3.5.9` | `3.5.10`
|


Updates `regex` from 1.12.4 to 1.13.0
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/rust-lang/regex/blob/master/CHANGELOG.md">regex's
changelog</a>.</em></p>
<blockquote>
<h1>1.13.0 (2026-07-09)</h1>
<p>This release includes a new API, a <code>regex!</code> macro, for
lazy compilation of
a regex from a string literal. If you use regexes a lot, it's likely
you've
already written one exactly like it. The new macro can be used like
this:</p>
<pre lang="rust"><code>use regex::regex;
<p>fn is_match(line: &amp;str) -&gt; bool {<br />
// The regex will be compiled approximately once and reused
automatically.<br />
// This avoids the footgun of using <code>Regex::new</code> here, which
would<br />
// guarantee that it would be compiled every time this routine is
called.<br />
// This would likely make this routine much slower than it needs to
be.<br />
regex!(r&quot;bar|baz&quot;).is_match(line)<br />
}</p>
<p>let hay = &quot;<br />
path/to/foo:54:Blue Harvest<br />
path/to/bar:90:Something, Something, Something, Dark Side<br />
path/to/baz:3:It's a Trap!<br />
&quot;;</p>
<p>let matches = hay.lines().filter(|line| is_match(line)).count();<br
/>
assert_eq!(matches, 2);<br />
</code></pre></p>
<p>Improvements:</p>
<ul>
<li><a
href="https://redirect.github.com/rust-lang/regex/issues/709">#709</a>:
Add a new <code>regex!</code> macro for efficient and automatic reuse of
a compiled regex.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/rust-lang/regex/commit/926af2e68eca3ce089815790541cf50759ba2c59"><code>926af2e</code></a>
1.13.0</li>
<li><a
href="https://github.com/rust-lang/regex/commit/7d941a93561430cd259bb9ceb84cc66f33ae7be8"><code>7d941a9</code></a>
regex-automata-0.4.15</li>
<li><a
href="https://github.com/rust-lang/regex/commit/e358341229ebd5feb9a78d8cc85b459c3c7b6600"><code>e358341</code></a>
api: add <code>regex!</code> macro for lazy compilation</li>
<li><a
href="https://github.com/rust-lang/regex/commit/c42033379c8760105ef90287f319de73d1572242"><code>c420333</code></a>
automata: disable miri on a couple doc tests</li>
<li><a
href="https://github.com/rust-lang/regex/commit/b9d2cf724f89754ea879b6c223d2292c4d3e2dd3"><code>b9d2cf7</code></a>
github: add FUNDING link</li>
<li><a
href="https://github.com/rust-lang/regex/commit/0858006b1460ba781deda54b8d2b01b3f9f949f7"><code>0858006</code></a>
docs: add AI policy for contributors</li>
<li><a
href="https://github.com/rust-lang/regex/commit/468fc64ecd6493caaca40dbe8319c31c5c08a83d"><code>468fc64</code></a>
automata: reject dense DFA start states that are match states</li>
<li>See full diff in <a
href="https://github.com/rust-lang/regex/compare/1.12.4...1.13.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `bytes` from 1.12.0 to 1.12.1
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/tokio-rs/bytes/releases">bytes's
releases</a>.</em></p>
<blockquote>
<h2>Bytes v1.12.1</h2>
<h1>1.12.1 (July 8th, 2026)</h1>
<h3>Fixed</h3>
<ul>
<li>Properly handle when <code>Box::new</code> panics (<a
href="https://redirect.github.com/tokio-rs/bytes/issues/837">#837</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/tokio-rs/bytes/blob/master/CHANGELOG.md">bytes's
changelog</a>.</em></p>
<blockquote>
<h1>1.12.1 (July 8th, 2026)</h1>
<h3>Fixed</h3>
<ul>
<li>Properly handle when <code>Box::new</code> panics (<a
href="https://redirect.github.com/tokio-rs/bytes/issues/837">#837</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/tokio-rs/bytes/commit/76c0fbb54ed4336caf9d2311658a2f4a5627c21d"><code>76c0fbb</code></a>
Release bytes v1.12.1 (<a
href="https://redirect.github.com/tokio-rs/bytes/issues/838">#838</a>)</li>
<li><a
href="https://github.com/tokio-rs/bytes/commit/924c82bf0053cb13a0fb5165925d564622b2092f"><code>924c82b</code></a>
Handle unwinding from Box::new (<a
href="https://redirect.github.com/tokio-rs/bytes/issues/837">#837</a>)</li>
<li>See full diff in <a
href="https://github.com/tokio-rs/bytes/compare/v1.12.0...v1.12.1">compare
view</a></li>
</ul>
</details>
<br />

Updates `uuid` from 1.23.4 to 1.23.5
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/uuid-rs/uuid/releases">uuid's
releases</a>.</em></p>
<blockquote>
<h2>v1.23.5</h2>
<h2>What's Changed</h2>
<ul>
<li>doc: Fix broken link by <a
href="https://github.com/frostyplanet"><code>@frostyplanet</code></a>
in <a
href="https://redirect.github.com/uuid-rs/uuid/pull/891">uuid-rs/uuid#891</a></li>
<li>perf: Optimize UUID hex parsing and formatting by <a
href="https://github.com/geeknoid"><code>@geeknoid</code></a> in <a
href="https://redirect.github.com/uuid-rs/uuid/pull/894">uuid-rs/uuid#894</a></li>
<li>Prepare for 1.23.5 release by <a
href="https://github.com/KodrAus"><code>@KodrAus</code></a> in <a
href="https://redirect.github.com/uuid-rs/uuid/pull/895">uuid-rs/uuid#895</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/geeknoid"><code>@geeknoid</code></a>
made their first contribution in <a
href="https://redirect.github.com/uuid-rs/uuid/pull/894">uuid-rs/uuid#894</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/uuid-rs/uuid/compare/v1.23.4...v1.23.5">https://github.com/uuid-rs/uuid/compare/v1.23.4...v1.23.5</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/uuid-rs/uuid/commit/5dc6b3d1a995e6244a386740588c8d094ca30690"><code>5dc6b3d</code></a>
Merge pull request <a
href="https://redirect.github.com/uuid-rs/uuid/issues/895">#895</a> from
uuid-rs/cargo/v1.23.5</li>
<li><a
href="https://github.com/uuid-rs/uuid/commit/5a7dfe50e2a2cf41a9d4330e00971e891bcb990f"><code>5a7dfe5</code></a>
prepare for 1.23.5 release</li>
<li><a
href="https://github.com/uuid-rs/uuid/commit/9b4bfc8fe359e24638eccf6c6be424c25ad6ba8c"><code>9b4bfc8</code></a>
Merge pull request <a
href="https://redirect.github.com/uuid-rs/uuid/issues/894">#894</a> from
geeknoid/main</li>
<li><a
href="https://github.com/uuid-rs/uuid/commit/5acc5a550ef1ccec951f1d2618b33e1171a88b9e"><code>5acc5a5</code></a>
perf: Optimize UUID hex parsing and formatting</li>
<li><a
href="https://github.com/uuid-rs/uuid/commit/1e5d8679542d2bb15412a86839006dc01f680a51"><code>1e5d867</code></a>
Merge pull request <a
href="https://redirect.github.com/uuid-rs/uuid/issues/891">#891</a> from
frostyplanet/doc</li>
<li><a
href="https://github.com/uuid-rs/uuid/commit/49310f04afd83b7d7667c1e6d7f26f93f46cedda"><code>49310f0</code></a>
doc: Fix broken link</li>
<li>See full diff in <a
href="https://github.com/uuid-rs/uuid/compare/v1.23.4...v1.23.5">compare
view</a></li>
</ul>
</details>
<br />

Updates `http-body` from 1.0.1 to 1.1.0
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/hyperium/http-body/commit/3396328602f7b147ae7b13f022c2b94dff9434e3"><code>3396328</code></a>
http-body v1.1.0</li>
<li><a
href="https://github.com/hyperium/http-body/commit/2fb78de9c875c364b7eb1a1a117acc3b83ffb13a"><code>2fb78de</code></a>
chore: bump license year (<a
href="https://redirect.github.com/hyperium/http-body/issues/170">#170</a>)</li>
<li><a
href="https://github.com/hyperium/http-body/commit/b16554b604e598466f6ae5a2689d637230d56d3e"><code>b16554b</code></a>
chore(ci): bump checkout to v7</li>
<li><a
href="https://github.com/hyperium/http-body/commit/c0c53caee7b5192e83cd2bcd273f66419b8acedc"><code>c0c53ca</code></a>
chore(ci): use msrv aware update for msrv job</li>
<li><a
href="https://github.com/hyperium/http-body/commit/5ed15d2c3d10592c82c4bab30c2cda060831bc47"><code>5ed15d2</code></a>
tests: fix clippy::double_parens</li>
<li><a
href="https://github.com/hyperium/http-body/commit/c8cb37f9ce2f8723b25e1ef1a9f6cb63ef1f9c54"><code>c8cb37f</code></a>
Derive <code>Copy</code> trait to <code>SizeHint</code> struct (<a
href="https://redirect.github.com/hyperium/http-body/issues/164">#164</a>)</li>
<li><a
href="https://github.com/hyperium/http-body/commit/915d6d5cbb5406b09f1d95978096094a1d35d5bf"><code>915d6d5</code></a>
feat(util): add <code>InspectErr</code>, <code>InspectFrame</code>
combinators (<a
href="https://redirect.github.com/hyperium/http-body/issues/161">#161</a>)</li>
<li><a
href="https://github.com/hyperium/http-body/commit/0fc0a9415cff00df921c2e8b5b6bbcb9e1a34263"><code>0fc0a94</code></a>
docs: fix broken intradoc links (<a
href="https://redirect.github.com/hyperium/http-body/issues/162">#162</a>)</li>
<li><a
href="https://github.com/hyperium/http-body/commit/5a849d49dc8ddba3382cead6d0368264fae5d827"><code>5a849d4</code></a>
chore: add FUNDING.yml</li>
<li><a
href="https://github.com/hyperium/http-body/commit/1a91851246be2ed913d6ace3f5cc18acf0d1d332"><code>1a91851</code></a>
feat: impl <code>Add</code> for <code>SizeHint</code>'s (<a
href="https://redirect.github.com/hyperium/http-body/issues/156">#156</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/hyperium/http-body/compare/v1.0.1...v1.1.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `napi` from 3.10.3 to 3.10.5
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/napi-rs/napi-rs/releases">napi's
releases</a>.</em></p>
<blockquote>
<h2>napi-v3.10.5</h2>
<h3>Fixed</h3>
<ul>
<li><em>(napi)</em> release FunctionRef off the JS thread via the
custom-GC TSFN (<a
href="https://redirect.github.com/napi-rs/napi-rs/pull/3394">#3394</a>)</li>
</ul>
<h2>napi-v3.10.4</h2>
<h3>Fixed</h3>
<ul>
<li><em>(cli)</em> align build and project configuration (<a
href="https://redirect.github.com/napi-rs/napi-rs/pull/3387">#3387</a>)</li>
</ul>
<h3>Other</h3>
<ul>
<li><em>(readme)</em> point sponsors image at napi.rs/sponsors.svg (<a
href="https://redirect.github.com/napi-rs/napi-rs/pull/3379">#3379</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/970988341eb7f859d2df6da1fb7b12f404a2123e"><code>9709883</code></a>
chore(napi): release v3.10.5 (<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3395">#3395</a>)</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/c931c97a82ad9da42e86c141ce92cbe322930585"><code>c931c97</code></a>
fix(napi): release FunctionRef off the JS thread via the custom-GC TSFN
(<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3394">#3394</a>)</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/3812aa748caeb1fdb72d773564827a23307b81d8"><code>3812aa7</code></a>
chore: release (<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3380">#3380</a>)</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/ce5677944b8e66e44396b435dcb154122b2b8732"><code>ce56779</code></a>
chore(release): publish</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/b9825c713ff4f871a47c8be897db9859508f4bd5"><code>b9825c7</code></a>
fix(derive): defer receiver borrow until argument conversion (<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3392">#3392</a>)</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/aa49714ed8a5619d65407ceb4ad9e79a1ee5b332"><code>aa49714</code></a>
fix(cli): align build and project configuration (<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3387">#3387</a>)</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/68cbb8d63a73d4c740c4c1c9b61b82c88e13f8b7"><code>68cbb8d</code></a>
chore(deps): update yarn to v4.17.1 (<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3385">#3385</a>)</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/3069f442c30ce3d02e218a29a865ae89d3f50847"><code>3069f44</code></a>
fix(sys): fall back to libnode.dll for symbol loading on MSVC targets
(<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3384">#3384</a>)</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/b0157131dc4086debffd321db318eb2c6c905401"><code>b015713</code></a>
fix(cli): validate cross-compilation flags upfront and document them
accurate...</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/81a35ce09c67765cdfdc06b909318e10d1345193"><code>81a35ce</code></a>
chore(deps): update dependency oxc-parser to ^0.139.0 (<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3382">#3382</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/napi-rs/napi-rs/compare/napi-v3.10.3...napi-v3.10.5">compare
view</a></li>
</ul>
</details>
<br />

Updates `napi-derive` from 3.5.9 to 3.5.10
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/napi-rs/napi-rs/releases">napi-derive's
releases</a>.</em></p>
<blockquote>
<h2>napi-derive-v3.5.10</h2>
<h3>Other</h3>
<ul>
<li>updated the following local packages: napi-derive-backend</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/3812aa748caeb1fdb72d773564827a23307b81d8"><code>3812aa7</code></a>
chore: release (<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3380">#3380</a>)</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/ce5677944b8e66e44396b435dcb154122b2b8732"><code>ce56779</code></a>
chore(release): publish</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/b9825c713ff4f871a47c8be897db9859508f4bd5"><code>b9825c7</code></a>
fix(derive): defer receiver borrow until argument conversion (<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3392">#3392</a>)</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/aa49714ed8a5619d65407ceb4ad9e79a1ee5b332"><code>aa49714</code></a>
fix(cli): align build and project configuration (<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3387">#3387</a>)</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/68cbb8d63a73d4c740c4c1c9b61b82c88e13f8b7"><code>68cbb8d</code></a>
chore(deps): update yarn to v4.17.1 (<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3385">#3385</a>)</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/3069f442c30ce3d02e218a29a865ae89d3f50847"><code>3069f44</code></a>
fix(sys): fall back to libnode.dll for symbol loading on MSVC targets
(<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3384">#3384</a>)</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/b0157131dc4086debffd321db318eb2c6c905401"><code>b015713</code></a>
fix(cli): validate cross-compilation flags upfront and document them
accurate...</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/81a35ce09c67765cdfdc06b909318e10d1345193"><code>81a35ce</code></a>
chore(deps): update dependency oxc-parser to ^0.139.0 (<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3382">#3382</a>)</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/4bff1272b0c045117c74f541afe9d7b47852181e"><code>4bff127</code></a>
docs(readme): point sponsors image at napi.rs/sponsors.svg (<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3379">#3379</a>)</li>
<li><a
href="https://github.com/napi-rs/napi-rs/commit/1ac467e06e71f78b983630926c7908894d08e496"><code>1ac467e</code></a>
chore(napi): release v3.10.3 (<a
href="https://redirect.github.com/napi-rs/napi-rs/issues/3376">#3376</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/napi-rs/napi-rs/compare/napi-derive-v3.5.9...napi-derive-v3.5.10">compare
view</a></li>
</ul>
</details>
<br />

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

2026-07-14 14:54:33 -07:00

.agents/skills

docs: add LanceDB agent skill for portable pipelines (#3662 )

2026-07-14 16:34:38 -04:00

.cargo

chore: clippy::string_to_string has been replaced by implicit_clone (#2817 )

2025-11-26 16:30:35 +08:00

.github

ci: remove CODEOWNERS file (#3655 )

2026-07-13 14:22:40 -07:00

ci: move Lance dependency bump flow into skill (#3475 )

2026-06-02 16:05:37 +08:00

dockerfiles

refactor(python): remove legacy tantivy FTS support (#3282 )

2026-04-20 09:28:45 +08:00

docs

feat: add table FTS query tokenization (#3659 )

2026-07-14 10:59:33 -07:00

java

Bump version: 0.32.0-beta.0 → 0.32.0-beta.1

2026-07-10 16:13:35 +00:00

nodejs

feat: add table FTS query tokenization (#3659 )

2026-07-14 10:59:33 -07:00

python

fix(python): fill bad vector values element-wise (#3613 )

2026-07-14 13:43:17 -07:00

rust

fix(rust): skip embedding functions for empty batches (#3646 )

2026-07-14 14:46:31 -07:00

.bumpversion.toml

Bump version: 0.32.0-beta.0 → 0.32.0-beta.1

2026-07-10 16:13:35 +00:00

.gitignore

feat: adds isin support to the 'Expr' builder (#3523 )

2026-06-10 15:28:19 -07:00

.pre-commit-config.yaml

fix(python): typing (#2167 )

2025-03-10 09:01:23 -07:00

about.hbs

feat: add third party licenses lists (#3010 )

2026-02-09 16:16:46 -08:00

about.toml

feat: add third party licenses lists (#3010 )

2026-02-09 16:16:46 -08:00

AGENTS.md

docs: clarify PR title requirement for agents (#3433 )

2026-05-22 20:09:20 +08:00

Cargo.lock

chore(deps): bump the rust-minor-patch group across 1 directory with 6 updates (#3658 )

2026-07-14 14:54:33 -07:00

Cargo.toml

feat: expose Lance metrics via OpenTelemetry in Python and Node (#3609 )

2026-07-09 15:36:03 -07:00

CLAUDE.md

ci: add agents and add reviewing instructions (#2754 )

2025-10-29 17:28:26 -07:00

CONTRIBUTING.md

docs: contributing guide (#1970 )

2025-01-07 15:11:16 -08:00

deny.toml

chore: update lance dependency to v9.0.0-beta.17 (#3627 )

2026-07-07 14:51:33 -07:00

docker-compose.yml

fix(ci): upgrade LocalStack to 4.0 for S3 integration tests (#3147 )

2026-03-16 09:02:11 -07:00

LICENSE

initial commit

2023-03-17 18:15:19 -07:00

Makefile

feat: add third party licenses lists (#3010 )

2026-02-09 16:16:46 -08:00

pyright_report.csv

fix(python): typing (#2167 )

2025-03-10 09:01:23 -07:00

README.md

docs: fix broken documentation links (#3278 )

2026-04-15 20:56:59 +08:00

release_process.md

ci: enable java auto release (#1602 )

2024-09-19 10:51:03 -07:00

REVIEW.md

docs: add cross-SDK parity guidance for code review (#3464 )

2026-06-03 14:11:33 -07:00

RUST_THIRD_PARTY_LICENSES.html

feat: add third party licenses lists (#3010 )

2026-02-09 16:16:46 -08:00

rust-toolchain.toml

chore: upgrade Rust toolchain to 1.95.0 (#3390 )

2026-05-29 08:21:45 -07:00

README.md

The Multimodal AI Lakehouse

How to Install ✦ Detailed Documentation ✦ Tutorials and Recipes ✦ Contributors

The ultimate multimodal data platform for AI/ML applications.

LanceDB is designed for fast, scalable, and production-ready vector search. It is built on top of the Lance columnar format. You can store, index, and search over petabytes of multimodal data and vectors with ease. LanceDB is a central location where developers can build, train and analyze their AI workloads.

Demo: Multimodal Search by Keyword, Vector or with SQL

Star LanceDB to get updates!

⭐ Click here ⭐ to see how fast we're growing!

Key Features:

Fast Vector Search: Search billions of vectors in milliseconds with state-of-the-art indexing.
Comprehensive Search: Support for vector similarity search, full-text search and SQL.
Multimodal Support: Store, query and filter vectors, metadata and multimodal data (text, images, videos, point clouds, and more).
Advanced Features: Zero-copy, automatic versioning, manage versions of your data without needing extra infrastructure. GPU support in building vector index.

Products:

Open Source & Local: 100% open source, runs locally or in your cloud. No vendor lock-in.
Cloud and Enterprise: Production-scale vector search with no servers to manage. Complete data sovereignty and security.

Ecosystem:

Columnar Storage: Built on the Lance columnar format for efficient storage and analytics.
Seamless Integration: Python, Node.js, Rust, and REST APIs for easy integration. Native Python and Javascript/Typescript support.
Rich Ecosystem: Integrations with LangChain 🦜️🔗, LlamaIndex 🦙, Apache-Arrow, Pandas, Polars, DuckDB and more on the way.

How to Install:

Follow the Quickstart doc to set up LanceDB locally.

API & SDK: We also support Python, Typescript and Rust SDKs

Interface	Documentation
Python SDK	https://lancedb.github.io/lancedb/python/python/
Typescript SDK	https://lancedb.github.io/lancedb/js/globals/
Rust SDK	https://docs.rs/lancedb/latest/lancedb/index.html
REST API	https://docs.lancedb.com/api-reference/rest

Join Us and Contribute

We welcome contributions from everyone! Whether you're a developer, researcher, or just someone who wants to help out.

If you have any suggestions or feature requests, please feel free to open an issue on GitHub or discuss it on our Discord server.

Check out the GitHub Issues if you would like to work on the features that are planned for the future. If you have any suggestions or feature requests, please feel free to open an issue on GitHub.

Contributors

Stay in Touch With Us

Description

Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

approximate-nearest-neighbor-search image-search nearest-neighbor-search recommender-system search-engine semantic-search similarity-search vector-database

Readme Apache-2.0 108 MiB

Languages

Rust 36.1%

HTML 30.5%

Python 25.5%

TypeScript 7.5%

Shell 0.2%

Other 0.1%

README.md Unescape Escape

The Multimodal AI Lakehouse

Demo: Multimodal Search by Keyword, Vector or with SQL

Star LanceDB to get updates!

Key Features:

Products:

Ecosystem:

How to Install:

Join Us and Contribute

Contributors

Stay in Touch With Us

README.md