test

Merge branch 'main' of https://github.com/lancedb/lancedb into add-ivfrq
docs: fix doc deployment and remove recipes workflow trigger (#2688 )
2025-12-26 14:49:57 +00:00 · 2025-09-30 11:58:20 -07:00 · 2025-09-30 16:30:58 +08:00 · 2025-09-30 13:10:39 +05:30 · 2025-09-29 18:24:58 +08:00 · 2025-09-29 17:47:59 +08:00
48 changed files with 898 additions and 127 deletions
--- a/.bumpversion.toml
+++ b/.bumpversion.toml
@@ -1,5 +1,5 @@
 [tool.bumpversion]
-current_version = "0.22.1"
+current_version = "0.22.2-beta.0"
 parse = """(?x)
    (?P<major>0|[1-9]\\d*)\\.
    (?P<minor>0|[1-9]\\d*)\\.
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -56,6 +56,7 @@ jobs:
        with:
          node-version: 20
          cache: 'npm'
+          cache-dependency-path: docs/package-lock.json
      - name: Install node dependencies
        working-directory: node
        run: |
--- a/.github/workflows/rust.yml
+++ b/.github/workflows/rust.yml
@@ -96,6 +96,7 @@ jobs:
      # Need up-to-date compilers for kernels
      CC: clang-18
      CXX: clang++-18
+      GH_TOKEN: ${{ secrets.SOPHON_READ_TOKEN }}
    steps:
      - uses: actions/checkout@v4
        with:
@@ -117,15 +118,14 @@ jobs:
          sudo chmod 600 /swapfile
          sudo mkswap /swapfile
          sudo swapon /swapfile
-      - name: Start S3 integration test environment
-        working-directory: .
-        run: docker compose up --detach --wait
      - name: Build
        run: cargo build --all-features --tests --locked --examples
-      - name: Run tests
-        run: cargo test --all-features --locked
+      - name: Run feature tests
+        run: make -C ./lancedb feature-tests
      - name: Run examples
        run: cargo run --example simple --locked
+      - name: Run remote tests
+        run: make -C ./lancedb remote-tests

  macos:
    timeout-minutes: 30
--- a/.github/workflows/trigger-vectordb-recipes.yml
+++ b/.github/workflows/trigger-vectordb-recipes.yml
@@ -1,26 +0,0 @@
-name: Trigger vectordb-recipers workflow
-on:
-  push:
-    branches: [ main ]
-  pull_request:
-    paths:
-      - .github/workflows/trigger-vectordb-recipes.yml
-  workflow_dispatch:
-
-jobs:
-  build:
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Trigger vectordb-recipes workflow
-        uses: actions/github-script@v6
-        with:
-          github-token: ${{ secrets.VECTORDB_RECIPES_ACTION_TOKEN }}
-          script: |
-            const result = await github.rest.actions.createWorkflowDispatch({
-                owner: 'lancedb',
-                repo: 'vectordb-recipes',
-                workflow_id: 'examples-test.yml',
-                ref: 'main'
-            });
-            console.log(result);
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -3597,8 +3597,7 @@ dependencies = [
 [[package]]
 name = "fsst"
 version = "0.37.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fe0a0b1d16ce6b863be8ab766004d89ebf0779fd6ce31b0ef3bbc7fedaaad373"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.37.1-beta.1#aa3e902a448fc345b44a32945c7700e6b9228154"
 dependencies = [
 "arrow-array",
 "rand 0.9.2",
@@ -4839,8 +4838,7 @@ dependencies = [
 [[package]]
 name = "lance"
 version = "0.37.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "42171f2af5d377e6bbcc8a8572144ee15b73a8f78ceb6160f1adeabf0d0f3e3c"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.37.1-beta.1#aa3e902a448fc345b44a32945c7700e6b9228154"
 dependencies = [
 "arrow",
 "arrow-arith",
@@ -4923,8 +4921,7 @@ dependencies = [
 [[package]]
 name = "lance-arrow"
 version = "0.37.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "25ef9499a1e581112f45fbf743fdc8e24830cda0bd13396b11c71aa6e6cba083"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.37.1-beta.1#aa3e902a448fc345b44a32945c7700e6b9228154"
 dependencies = [
 "arrow-array",
 "arrow-buffer",
@@ -4943,8 +4940,7 @@ dependencies = [
 [[package]]
 name = "lance-bitpacking"
 version = "0.37.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1101fffd5b161bbdc6e932d6c0a7f94cb1752b0f8cd6d18ef9064052ab901a84"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.37.1-beta.1#aa3e902a448fc345b44a32945c7700e6b9228154"
 dependencies = [
 "arrayref",
 "paste",
@@ -4991,8 +4987,7 @@ dependencies = [
 [[package]]
 name = "lance-core"
 version = "0.37.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "527ee5e6472d058d8c66c702fbe318a3f60f971e652e60dcfc6349bdbc9b0733"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.37.1-beta.1#aa3e902a448fc345b44a32945c7700e6b9228154"
 dependencies = [
 "arrow-array",
 "arrow-buffer",
@@ -5058,8 +5053,7 @@ dependencies = [
 [[package]]
 name = "lance-datafusion"
 version = "0.37.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "65a80f7f15f2d941ec7b8253625cbb8e12081ea27584dd1fbc657fb9fb377f7a"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.37.1-beta.1#aa3e902a448fc345b44a32945c7700e6b9228154"
 dependencies = [
 "arrow",
 "arrow-array",
@@ -5107,8 +5101,7 @@ dependencies = [
 [[package]]
 name = "lance-datagen"
 version = "0.37.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0495c8afa18f246ac4b337c47d7827560283783963dd2177862d91161478fd79"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.37.1-beta.1#aa3e902a448fc345b44a32945c7700e6b9228154"
 dependencies = [
 "arrow",
 "arrow-array",
@@ -5167,8 +5160,7 @@ dependencies = [
 [[package]]
 name = "lance-encoding"
 version = "0.37.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0e80e9ae49d68b95d58e77d9177f68983dce4f0803ef42840e1631b38dd66adc"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.37.1-beta.1#aa3e902a448fc345b44a32945c7700e6b9228154"
 dependencies = [
 "arrow-arith",
 "arrow-array",
@@ -5242,8 +5234,7 @@ dependencies = [
 [[package]]
 name = "lance-file"
 version = "0.37.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f1707f9f5097b36c82d3a8524bb41c762c80d5dfa5e32aa7bfc6a1c0847a1cce"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.37.1-beta.1#aa3e902a448fc345b44a32945c7700e6b9228154"
 dependencies = [
 "arrow-arith",
 "arrow-array",
@@ -5334,10 +5325,10 @@ dependencies = [
 [[package]]
 name = "lance-index"
 version = "0.37.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "28ab52586a5a7f5371a5abf4862968231f8c0232ce0780bc456f1ec16e9370f9"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.37.1-beta.1#aa3e902a448fc345b44a32945c7700e6b9228154"
 dependencies = [
 "arrow",
+ "arrow-arith",
 "arrow-array",
 "arrow-ord",
 "arrow-schema",
@@ -5373,12 +5364,14 @@ dependencies = [
 "lance-table 0.37.0",
 "libm",
 "log",
+ "ndarray",
 "num-traits",
 "object_store",
 "prost",
 "prost-build",
 "prost-types",
 "rand 0.9.2",
+ "rand_distr 0.5.1",
 "rayon",
 "roaring",
 "serde",
@@ -5435,8 +5428,7 @@ dependencies = [
 [[package]]
 name = "lance-io"
 version = "0.37.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d606f9f6a7f8ec2cacf28dfce7b2fc39e7db9f0ec77f907b8e47c756e3dd163b"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.37.1-beta.1#aa3e902a448fc345b44a32945c7700e6b9228154"
 dependencies = [
 "arrow",
 "arrow-arith",
@@ -5501,8 +5493,7 @@ dependencies = [
 [[package]]
 name = "lance-linalg"
 version = "0.37.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c9f1a94a5d966ff1eae817a835e3a57b34f73300f83a43bb28e7e2806695b8ba"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.37.1-beta.1#aa3e902a448fc345b44a32945c7700e6b9228154"
 dependencies = [
 "arrow-array",
 "arrow-buffer",
@@ -5596,8 +5587,7 @@ dependencies = [
 [[package]]
 name = "lance-table"
 version = "0.37.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fac5c0ca6e5c285645465b95fb99fc464a1fd22a6d4b32ae0e0760f06b4b8a7f"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.37.1-beta.1#aa3e902a448fc345b44a32945c7700e6b9228154"
 dependencies = [
 "arrow",
 "arrow-array",
@@ -5636,8 +5626,7 @@ dependencies = [
 [[package]]
 name = "lance-testing"
 version = "0.37.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "384acc1dd13379a2ae24f3e3635d9c1f4fb4dc1534f7ffd2740c268f2eb73455"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.37.1-beta.1#aa3e902a448fc345b44a32945c7700e6b9228154"
 dependencies = [
 "arrow-array",
 "arrow-schema",
@@ -5648,8 +5637,9 @@ dependencies = [

 [[package]]
 name = "lancedb"
-version = "0.22.1"
+version = "0.22.2-beta.0"
 dependencies = [
+ "anyhow",
 "arrow",
 "arrow-array",
 "arrow-cast",
@@ -5736,7 +5726,7 @@ dependencies = [

 [[package]]
 name = "lancedb-nodejs"
-version = "0.22.1"
+version = "0.22.2-beta.0"
 dependencies = [
 "arrow-array",
 "arrow-ipc",
@@ -5756,7 +5746,7 @@ dependencies = [

 [[package]]
 name = "lancedb-python"
-version = "0.25.1"
+version = "0.25.2-beta.0"
 dependencies = [
 "arrow",
 "async-trait",
@@ -6019,6 +6009,19 @@ dependencies = [
 "regex-automata",
 ]

+[[package]]
+name = "matrixmultiply"
+version = "0.3.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a06de3016e9fae57a36fd14dba131fccf49f74b40b7fbdb472f96e361ec71a08"
+dependencies = [
+ "autocfg",
+ "num_cpus",
+ "once_cell",
+ "rawpointer",
+ "thread-tree",
+]
+
 [[package]]
 name = "md-5"
 version = "0.10.6"
@@ -6258,6 +6261,21 @@ dependencies = [
 "libloading",
 ]

+[[package]]
+name = "ndarray"
+version = "0.16.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "882ed72dce9365842bf196bdeedf5055305f11fc8c03dee7bb0194a6cad34841"
+dependencies = [
+ "matrixmultiply",
+ "num-complex",
+ "num-integer",
+ "num-traits",
+ "portable-atomic",
+ "portable-atomic-util",
+ "rawpointer",
+]
+
 [[package]]
 name = "nom"
 version = "7.1.3"
@@ -7739,6 +7757,12 @@ dependencies = [
 "bitflags 2.9.4",
 ]

+[[package]]
+name = "rawpointer"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "60a357793950651c4ed0f3f52338f53b2f809f32d83a07f72909fa13e4c6c1e3"
+
 [[package]]
 name = "rayon"
 version = "1.11.0"
@@ -9179,6 +9203,15 @@ dependencies = [
 "syn 2.0.106",
 ]

+[[package]]
+name = "thread-tree"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ffbd370cb847953a25954d9f63e14824a36113f8c72eecf6eccef5dc4b45d630"
+dependencies = [
+ "crossbeam-channel",
+]
+
 [[package]]
 name = "thread_local"
 version = "1.1.9"
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -15,14 +15,14 @@ categories = ["database-implementations"]
 rust-version = "1.78.0"

 [workspace.dependencies]
-lance = { "version" = "=0.37.0", default-features = false, "features" = ["dynamodb"] }
-lance-io = { "version" = "=0.37.0", default-features = false }
-lance-index = "=0.37.0"
-lance-linalg = "=0.37.0"
-lance-table = "=0.37.0"
-lance-testing = "=0.37.0"
-lance-datafusion = "=0.37.0"
-lance-encoding = "=0.37.0"
+lance = { "version" = "=0.37.0", default-features = false, "features" = ["dynamodb"], "tag" = "v0.37.1-beta.1", "git" = "https://github.com/lancedb/lance.git" }
+lance-io = { "version" = "=0.37.0", default-features = false, "tag" = "v0.37.1-beta.1", "git" = "https://github.com/lancedb/lance.git" }
+lance-index = { "version" = "=0.37.0", "tag" = "v0.37.1-beta.1", "git" = "https://github.com/lancedb/lance.git" }
+lance-linalg = { "version" = "=0.37.0", "tag" = "v0.37.1-beta.1", "git" = "https://github.com/lancedb/lance.git" }
+lance-table = { "version" = "=0.37.0", "tag" = "v0.37.1-beta.1", "git" = "https://github.com/lancedb/lance.git" }
+lance-testing = { "version" = "=0.37.0", "tag" = "v0.37.1-beta.1", "git" = "https://github.com/lancedb/lance.git" }
+lance-datafusion = { "version" = "=0.37.0", "tag" = "v0.37.1-beta.1", "git" = "https://github.com/lancedb/lance.git" }
+lance-encoding = { "version" = "=0.37.0", "tag" = "v0.37.1-beta.1", "git" = "https://github.com/lancedb/lance.git" }
 lance-namespace = "0.0.15"
 # Note that this one does not include pyarrow
 arrow = { version = "55.1", optional = false }
--- a/ci/create_lancedb_test_connection.sh
+++ b/ci/create_lancedb_test_connection.sh
@@ -0,0 +1,4 @@
+#!/usr/bin/env bash
+
+export RUST_LOG=info
+exec ./lancedb server --port 0 --sql-port 0  --data-dir "${1}"
--- a/ci/run_with_docker_compose.sh
+++ b/ci/run_with_docker_compose.sh
@@ -0,0 +1,18 @@
+#!/usr/bin/env bash
+
+#
+# A script for running the given command together with a docker compose environment.
+#
+
+# Bring down the docker setup once the command is done running.
+tear_down() {
+    docker compose -p fixture down
+}
+trap tear_down EXIT
+
+set +xe
+
+# Clean up any existing docker setup and bring up a new one.
+docker compose -p fixture up --detach --wait || exit 1
+
+"${@}"
--- a/ci/run_with_test_connection.sh
+++ b/ci/run_with_test_connection.sh
@@ -0,0 +1,51 @@
+#!/usr/bin/env bash
+
+#
+# A script for running the given command together with the lancedb cli.
+#
+
+die() {
+    echo $?
+    exit 1
+}
+
+check_command_exists() {
+    command="${1}"
+    which ${command} &> /dev/null || \
+        die "Unable to locate command: ${command}. Did you install it?"
+}
+
+if [[ ! -e ./lancedb ]]; then
+    ARCH="x64"
+    if [[ $OSTYPE == 'darwin'* ]]; then
+        UNAME=$(uname -m)
+        if [[ $UNAME == 'arm64' ]]; then
+            ARCH='arm64'
+        fi
+        OSTYPE="macos"
+    elif [[ $OSTYPE == 'linux'* ]]; then
+        if [[ $UNAME == 'aarch64' ]]; then
+            ARCH='arm64'
+        fi
+        OSTYPE="linux"
+    else
+        die "unknown OSTYPE: $OSTYPE"
+    fi
+
+    check_command_exists gh
+    TARGET="lancedb-${OSTYPE}-${ARCH}.tar.gz"
+    gh release \
+        --repo lancedb/sophon \
+        download lancedb-cli-v0.0.3 \
+        --pattern "${TARGET}" \
+        || die "failed to fetch cli."
+
+    check_command_exists tar
+    tar xvf "${TARGET}" || die "tar failed."
+    [[ -e ./lancedb ]] || die "failed to extract lancedb."
+fi
+
+SCRIPT_DIR=$(dirname "$(readlink -f "$0")")
+export CREATE_LANCEDB_TEST_CONNECTION_SCRIPT="${SCRIPT_DIR}/create_lancedb_test_connection.sh"
+
+"${@}"
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -70,6 +70,22 @@ plugins:
  - mkdocs-jupyter
  - render_swagger:
      allow_arbitrary_locations: true
+  - redirects:
+      redirect_maps:
+        # Redirect the home page and other top-level markdown files. This enables maximum SEO benefit
+        # other sub-pages are handled by the ingected js in overrides/partials/header.html
+        'index.md': 'https://lancedb.com/docs/'
+        'guides/tables.md': 'https://lancedb.com/docs/tables/'
+        'ann_indexes.md': 'https://lancedb.com/docs/indexing/'
+        'basic.md': 'https://lancedb.com/docs/quickstart/'
+        'faq.md': 'https://lancedb.com/docs/faq/'
+        'embeddings/understanding_embeddings.md': 'https://lancedb.com/docs/embedding/'
+        'integrations.md': 'https://lancedb.com/docs/integrations/'
+        'examples.md': 'https://lancedb.com/docs/tutorials/'
+        'concepts/vector_search.md': 'https://lancedb.com/docs/search/vector-search/'
+        'troubleshooting.md': 'https://lancedb.com/docs/troubleshooting/'
+
+

 markdown_extensions:
  - admonition
@@ -386,4 +402,4 @@ extra:
    - icon: fontawesome/brands/x-twitter
      link: https://twitter.com/lancedb
    - icon: fontawesome/brands/linkedin
-      link: https://www.linkedin.com/company/lancedb
+      link: https://www.linkedin.com/company/lancedb
--- a/docs/overrides/partials/header.html
+++ b/docs/overrides/partials/header.html
@@ -19,7 +19,13 @@
  FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
  IN THE SOFTWARE.
 -->
-
+<div id="deprecation-banner" style="background-color: #f8d7da; color: #721c24; padding: 1em; text-align: center;">                                                           
+    <p style="margin: 0; font-size: 1.1em;">                                                                                                           
+        <strong>This documentation site is deprecated.</strong>                                                                           
+        Please visit our new documentation site at <a href="https://lancedb.com/docs" style="color: #721c24; text-decoration: underline;">
+          lancedb.com/docs</a> for the latest information.                                                                                        
+    </p>                                                                                                                                               
+  </div>  
 {% set class = "md-header" %}
 {% if "navigation.tabs.sticky" in features %}
  {% set class = class ~ " md-header--shadow md-header--lifted" %}
@@ -150,9 +156,9 @@

    <div style="margin-left: 10px; margin-right: 5px;">
        <a href="https://discord.com/invite/zMM32dvNtd" target="_blank" rel="noopener noreferrer">
-            <svg fill="#FFFFFF" xmlns="http://www.w3.org/2000/svg"  viewBox="0 0 50 50" width="25px" height="25px"><path d="M 41.625 10.769531 C 37.644531 7.566406 31.347656 7.023438 31.078125 7.003906 C 30.660156 6.96875 30.261719 7.203125 30.089844 7.589844 C 30.074219 7.613281 29.9375 7.929688 29.785156 8.421875 C 32.417969 8.867188 35.652344 9.761719 38.578125 11.578125 C 39.046875 11.867188 39.191406 12.484375 38.902344 12.953125 C 38.710938 13.261719 38.386719 13.429688 38.050781 13.429688 C 37.871094 13.429688 37.6875 13.378906 37.523438 13.277344 C 32.492188 10.15625 26.210938 10 25 10 C 23.789063 10 17.503906 10.15625 12.476563 13.277344 C 12.007813 13.570313 11.390625 13.425781 11.101563 12.957031 C 10.808594 12.484375 10.953125 11.871094 11.421875 11.578125 C 14.347656 9.765625 17.582031 8.867188 20.214844 8.425781 C 20.0625 7.929688 19.925781 7.617188 19.914063 7.589844 C 19.738281 7.203125 19.34375 6.960938 18.921875 7.003906 C 18.652344 7.023438 12.355469 7.566406 8.320313 10.8125 C 6.214844 12.761719 2 24.152344 2 34 C 2 34.175781 2.046875 34.34375 2.132813 34.496094 C 5.039063 39.605469 12.972656 40.941406 14.78125 41 C 14.789063 41 14.800781 41 14.8125 41 C 15.132813 41 15.433594 40.847656 15.621094 40.589844 L 17.449219 38.074219 C 12.515625 36.800781 9.996094 34.636719 9.851563 34.507813 C 9.4375 34.144531 9.398438 33.511719 9.765625 33.097656 C 10.128906 32.683594 10.761719 32.644531 11.175781 33.007813 C 11.234375 33.0625 15.875 37 25 37 C 34.140625 37 38.78125 33.046875 38.828125 33.007813 C 39.242188 32.648438 39.871094 32.683594 40.238281 33.101563 C 40.601563 33.515625 40.5625 34.144531 40.148438 34.507813 C 40.003906 34.636719 37.484375 36.800781 32.550781 38.074219 L 34.378906 40.589844 C 34.566406 40.847656 34.867188 41 35.1875 41 C 35.199219 41 35.210938 41 35.21875 41 C 37.027344 40.941406 44.960938 39.605469 47.867188 34.496094 C 47.953125 34.34375 48 34.175781 48 34 C 48 24.152344 43.785156 12.761719 41.625 10.769531 Z M 18.5 30 C 16.566406 30 15 28.210938 15 26 C 15 23.789063 16.566406 22 18.5 22 C 20.433594 22 22 23.789063 22 26 C 22 28.210938 20.433594 30 18.5 30 Z M 31.5 30 C 29.566406 30 28 28.210938 28 26 C 28 23.789063 29.566406 22 31.5 22 C 33.433594 22 35 23.789063 35 26 C 35 28.210938 33.433594 30 31.5 30 Z"/></svg>
-        </a>
-    </div>
+          <svg fill="#FFFFFF" xmlns="http://www.w3.org/2000/svg"  viewBox="0 0 50 50" width="25px" height="25px"><path d="M 41.625 10.769531 C 37.644531 7.566406 31.347656 7.023438 31.078125 7.003906 C 30.660156 6.96875 30.261719 7.203125 30.089844 7.589844 C 30.074219 7.613281 29.9375 7.929688 29.785156 8.421875 C 32.417969 8.867188 35.652344 9.761719 38.578125 11.578125 C 39.046875 11.867188 39.191406 12.484375 38.902344 12.953125 C 38.710938 13.261719 38.386719 13.429688 38.050781 13.429688 C 37.871094 13.429688 37.6875 13.378906 37.523438 13.277344 C 32.492188 10.15625 26.210938 10 25 10 C 23.789063 10 17.503906 10.15625 12.476563 13.277344 C 12.007813 13.570313 11.390625 13.425781 11.101563 12.957031 C 10.808594 12.484375 10.953125 11.871094 11.421875 11.578125 C 14.347656 9.765625 17.582031 8.867188 20.214844 8.425781 C 20.0625 7.929688 19.925781 7.617188 19.914063 7.589844 C 19.738281 7.203125 19.34375 6.960938 18.921875 7.003906 C 18.652344 7.023438 12.355469 7.566406 8.320313 10.8125 C 6.214844 12.761719 2 24.152344 2 34 C 2 34.175781 2.046875 34.34375 2.132813 34.496094 C 5.039063 39.605469 12.972656 40.941406 14.78125 41 C 14.789063 41 14.800781 41 14.8125 41 C 15.132813 41 15.433594 40.847656 15.621094 40.589844 L 17.449219 38.074219 C 12.515625 36.800781 9.996094 34.636719 9.851563 34.507813 C 9.4375 34.144531 9.398438 33.511719 9.765625 33.097656 C 10.128906 32.683594 10.761719 32.644531 11.175781 33.007813 C 11.234375 33.0625 15.875 37 25 37 C 34.140625 37 38.78125 33.046875 38.828125 33.007813 C 39.242188 32.648438 39.871094 32.683594 40.238281 33.101563 C 40.601563 33.515625 40.5625 34.144531 40.148438 34.507813 C 40.003906 34.636719 37.484375 36.800781 32.550781 38.074219 L 34.378906 40.589844 C 34.566406 40.847656 34.867188 41 35.1875 41 C 35.199219 41 35.210938 41 35.21875 41 C 37.027344 40.941406 44.960938 39.605469 47.867188 34.496094 C 47.953125 34.34375 48 34.175781 48 34 C 48 24.152344 43.785156 12.761719 41.625 10.769531 Z M 18.5 30 C 16.566406 30 15 28.210938 15 26 C 15 23.789063 16.566406 22 18.5 22 C 20.433594 22 22 23.789063 22 26 C 22 28.210938 20.433594 30 18.5 30 Z M 31.5 30 C 29.566406 30 28 28.210938 28 26 C 28 23.789063 29.566406 22 31.5 22 C 33.433594 22 35 23.789063 35 26 C 35 28.210938 33.433594 30 31.5 30 Z"/></svg>
+      </a>
+  </div>
    <div style="margin-left: 5px; margin-right: 5px;">
        <a href="https://twitter.com/lancedb" target="_blank" rel="noopener noreferrer">
            <svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" viewBox="0,0,256,256" width="25px" height="25px" fill-rule="nonzero"><g fill-opacity="0" fill="#ffffff" fill-rule="nonzero" stroke="none" stroke-width="1" stroke-linecap="butt" stroke-linejoin="miter" stroke-miterlimit="10" stroke-dasharray="" stroke-dashoffset="0" font-family="none" font-weight="none" font-size="none" text-anchor="none" style="mix-blend-mode: normal"><path d="M0,256v-256h256v256z" id="bgRectangle"></path></g><g fill="#ffffff" fill-rule="nonzero" stroke="none" stroke-width="1" stroke-linecap="butt" stroke-linejoin="miter" stroke-miterlimit="10" stroke-dasharray="" stroke-dashoffset="0" font-family="none" font-weight="none" font-size="none" text-anchor="none" style="mix-blend-mode: normal"><g transform="scale(4,4)"><path d="M57,17.114c-1.32,1.973 -2.991,3.707 -4.916,5.097c0.018,0.423 0.028,0.847 0.028,1.274c0,13.013 -9.902,28.018 -28.016,28.018c-5.562,0 -12.81,-1.948 -15.095,-4.423c0.772,0.092 1.556,0.138 2.35,0.138c4.615,0 8.861,-1.575 12.23,-4.216c-4.309,-0.079 -7.946,-2.928 -9.199,-6.84c1.96,0.308 4.447,-0.17 4.447,-0.17c0,0 -7.7,-1.322 -7.899,-9.779c2.226,1.291 4.46,1.231 4.46,1.231c0,0 -4.441,-2.734 -4.379,-8.195c0.037,-3.221 1.331,-4.953 1.331,-4.953c8.414,10.361 20.298,10.29 20.298,10.29c0,0 -0.255,-1.471 -0.255,-2.243c0,-5.437 4.408,-9.847 9.847,-9.847c2.832,0 5.391,1.196 7.187,3.111c2.245,-0.443 4.353,-1.263 6.255,-2.391c-0.859,3.44 -4.329,5.448 -4.329,5.448c0,0 2.969,-0.329 5.655,-1.55z"></path></g></g></svg>
@@ -173,4 +179,77 @@
      {% include "partials/tabs.html" %}
    {% endif %}
  {% endif %}
-</header>
+</header>
+
+<script>
+  (function() {
+    function checkPathAndRedirect() {
+      var banner = document.getElementById('deprecation-banner');
+
+      if (document.querySelector('meta[http-equiv="refresh"]')) {
+        return; // The redirects plugin is already handling this page.
+      }
+
+      var currentPath = window.location.pathname;
+
+      var cleanPath = currentPath.endsWith('/') && currentPath.length > 1
+        ? currentPath.slice(0, -1)
+        : currentPath;
+
+      // These are the ONLY paths that should remain on the old site
+      var apiPaths = [
+        '/lancedb/python', 
+        '/lancedb/javascript', 
+        '/lancedb/js',
+        '/lancedb/api_reference'
+      ];
+      
+      var isApiPage = apiPaths.some(function(apiPath) {
+        return cleanPath.startsWith(apiPath);
+      });
+
+      if (isApiPage) {
+        if (banner) {
+          banner.style.display = 'none';
+        }
+      } else {
+        if (banner) {
+          banner.style.display = 'block';
+        }
+        
+        // Add noindex meta tag to prevent indexing of old docs for seo
+        var noindexMeta = document.createElement('meta');
+        noindexMeta.setAttribute('name', 'robots');
+        noindexMeta.setAttribute('content', 'noindex, follow');
+        document.head.appendChild(noindexMeta);
+
+        // Add canonical link to point to the new docs to reward new site for seo
+        var canonicalLink = document.createElement('link');
+        canonicalLink.setAttribute('rel', 'canonical');
+        canonicalLink.setAttribute('href', 'https://lancedb.com/docs');
+        document.head.appendChild(canonicalLink);
+        
+        window.location.replace('https://lancedb.com/docs');
+      }
+    }
+
+    // Run the check only if doc is ready. This makes sure we catch the initial load
+    // and redirect.
+    if (document.readyState === 'loading') {
+      document.addEventListener('DOMContentLoaded', checkPathAndRedirect);
+    } else {
+      checkPathAndRedirect();
+    }
+
+    // Use an interval to handle subsequent navigation clicks.
+    var lastPath = window.location.pathname;
+    setInterval(function() {
+      if (window.location.pathname !== lastPath) {
+        lastPath = window.location.pathname;
+        checkPathAndRedirect();
+      }
+    }, 2000); // keeping it 2 second to make it easy for user to understand
+              // what's happening
+
+  })();
+</script>
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -5,3 +5,4 @@ mkdocstrings[python]==0.25.2
 griffe
 mkdocs-render-swagger-plugin
 pydantic
+mkdocs-redirects
--- a/docs/src/js/classes/Index.md
+++ b/docs/src/js/classes/Index.md
@@ -194,6 +194,37 @@ currently is also a memory intensive operation.

 ***

+### ivfRq()
+
+```ts
+static ivfRq(options?): Index
+```
+
+Create an IvfRq index
+
+IVF-RQ (RabitQ Quantization) compresses vectors using RabitQ quantization
+and organizes them into IVF partitions.
+
+The compression scheme is called RabitQ quantization. Each dimension is quantized into a small number of bits.
+The parameters `num_bits` and `num_partitions` control this process, providing a tradeoff
+between index size (and thus search speed) and index accuracy.
+
+The partitioning process is called IVF and the `num_partitions` parameter controls how
+many groups to create.
+
+Note that training an IVF RQ index on a large dataset is a slow operation and
+currently is also a memory intensive operation.
+
+#### Parameters
+
+* **options?**: `Partial`&lt;[`IvfRqOptions`](../interfaces/IvfRqOptions.md)&gt;
+
+#### Returns
+
+[`Index`](Index.md)
+
+***
+
 ### labelList()

 ```ts
--- a/docs/src/js/classes/MergeInsertBuilder.md
+++ b/docs/src/js/classes/MergeInsertBuilder.md
@@ -52,6 +52,30 @@ the merge result

 ***

+### useIndex()
+
+```ts
+useIndex(useIndex): MergeInsertBuilder
+```
+
+Controls whether to use indexes for the merge operation.
+
+When set to `true` (the default), the operation will use an index if available
+on the join key for improved performance. When set to `false`, it forces a full
+table scan even if an index exists. This can be useful for benchmarking or when
+the query optimizer chooses a suboptimal path.
+
+#### Parameters
+
+* **useIndex**: `boolean`
+    Whether to use indices for the merge operation. Defaults to `true`.
+
+#### Returns
+
+[`MergeInsertBuilder`](MergeInsertBuilder.md)
+
+***
+
 ### whenMatchedUpdateAll()

 ```ts
--- a/docs/src/js/globals.md
+++ b/docs/src/js/globals.md
@@ -68,6 +68,7 @@
 - [IndexStatistics](interfaces/IndexStatistics.md)
 - [IvfFlatOptions](interfaces/IvfFlatOptions.md)
 - [IvfPqOptions](interfaces/IvfPqOptions.md)
+- [IvfRqOptions](interfaces/IvfRqOptions.md)
 - [MergeResult](interfaces/MergeResult.md)
 - [OpenTableOptions](interfaces/OpenTableOptions.md)
 - [OptimizeOptions](interfaces/OptimizeOptions.md)
--- a/java/core/pom.xml
+++ b/java/core/pom.xml
@@ -8,7 +8,7 @@
    <parent>
        <groupId>com.lancedb</groupId>
        <artifactId>lancedb-parent</artifactId>
-        <version>0.22.1-final.0</version>
+        <version>0.22.2-beta.0</version>
        <relativePath>../pom.xml</relativePath>
    </parent>

--- a/java/lance-namespace/pom.xml
+++ b/java/lance-namespace/pom.xml
@@ -8,7 +8,7 @@
    <parent>
        <groupId>com.lancedb</groupId>
        <artifactId>lancedb-parent</artifactId>
-        <version>0.22.1-final.0</version>
+        <version>0.22.2-beta.0</version>
        <relativePath>../pom.xml</relativePath>
    </parent>

--- a/java/pom.xml
+++ b/java/pom.xml
@@ -6,7 +6,7 @@

    <groupId>com.lancedb</groupId>
    <artifactId>lancedb-parent</artifactId>
-    <version>0.22.1-final.0</version>
+    <version>0.22.2-beta.0</version>
    <packaging>pom</packaging>
    <name>${project.artifactId}</name>
    <description>LanceDB Java SDK Parent POM</description>
--- a/nodejs/Cargo.toml
+++ b/nodejs/Cargo.toml
@@ -1,7 +1,7 @@
 [package]
 name = "lancedb-nodejs"
 edition.workspace = true
-version = "0.22.1"
+version = "0.22.2-beta.0"
 license.workspace = true
 description.workspace = true
 repository.workspace = true
--- a/nodejs/test/table.test.ts
+++ b/nodejs/test/table.test.ts
@@ -804,6 +804,15 @@ describe("When creating an index", () => {
    });
  });

+  it("should be able to create IVF_RQ", async () => {
+    await tbl.createIndex("vec", {
+      config: Index.ivfRq({
+        numPartitions: 10,
+        numBits: 1,
+      }),
+    });
+  });
+
  it("should allow me to replace (or not) an existing index", async () => {
    await tbl.createIndex("id");
    // Default is replace=true
--- a/nodejs/lancedb/index.ts
+++ b/nodejs/lancedb/index.ts
@@ -85,6 +85,7 @@ export {
  Index,
  IndexOptions,
  IvfPqOptions,
+  IvfRqOptions,
  IvfFlatOptions,
  HnswPqOptions,
  HnswSqOptions,
--- a/nodejs/lancedb/indices.ts
+++ b/nodejs/lancedb/indices.ts
@@ -112,6 +112,77 @@ export interface IvfPqOptions {
  sampleRate?: number;
 }

+export interface IvfRqOptions {
+  /**
+   * The number of IVF partitions to create.
+   *
+   * This value should generally scale with the number of rows in the dataset.
+   * By default the number of partitions is the square root of the number of
+   * rows.
+   *
+   * If this value is too large then the first part of the search (picking the
+   * right partition) will be slow. If this value is too small then the second
+   * part of the search (searching within a partition) will be slow.
+   */
+  numPartitions?: number;
+
+  /**
+   * Number of bits per dimension for residual quantization.
+   *
+   * This value controls how much each residual component is compressed. The more
+   * bits, the more accurate the index will be but the slower search. Typical values
+   * are small integers; the default is 1 bit per dimension.
+   */
+  numBits?: number;
+
+  /**
+   * Distance type to use to build the index.
+   *
+   * Default value is "l2".
+   *
+   * This is used when training the index to calculate the IVF partitions
+   * (vectors are grouped in partitions with similar vectors according to this
+   * distance type) and during quantization.
+   *
+   * The distance type used to train an index MUST match the distance type used
+   * to search the index. Failure to do so will yield inaccurate results.
+   *
+   * The following distance types are available:
+   *
+   * "l2" - Euclidean distance.
+   * "cosine" - Cosine distance.
+   * "dot" - Dot product.
+   */
+  distanceType?: "l2" | "cosine" | "dot";
+
+  /**
+   * Max iterations to train IVF kmeans.
+   *
+   * When training an IVF index we use kmeans to calculate the partitions. This parameter
+   * controls how many iterations of kmeans to run.
+   *
+   * The default value is 50.
+   */
+  maxIterations?: number;
+
+  /**
+   * The number of vectors, per partition, to sample when training IVF kmeans.
+   *
+   * When an IVF index is trained, we need to calculate partitions. These are groups
+   * of vectors that are similar to each other. To do this we use an algorithm called kmeans.
+   *
+   * Running kmeans on a large dataset can be slow. To speed this up we run kmeans on a
+   * random sample of the data. This parameter controls the size of the sample. The total
+   * number of vectors used to train the index is `sample_rate * num_partitions`.
+   *
+   * Increasing this value might improve the quality of the index but in most cases the
+   * default should be sufficient.
+   *
+   * The default value is 256.
+   */
+  sampleRate?: number;
+}
+
 /**
 * Options to create an `HNSW_PQ` index
 */
@@ -523,6 +594,35 @@ export class Index {
        options?.distanceType,
        options?.numPartitions,
        options?.numSubVectors,
+        options?.numBits,
+        options?.maxIterations,
+        options?.sampleRate,
+      ),
+    );
+  }
+
+  /**
+   * Create an IvfRq index
+   *
+   * IVF-RQ (RabitQ Quantization) compresses vectors using RabitQ quantization
+   * and organizes them into IVF partitions.
+   *
+   * The compression scheme is called RabitQ quantization. Each dimension is quantized into a small number of bits.
+   * The parameters `num_bits` and `num_partitions` control this process, providing a tradeoff
+   * between index size (and thus search speed) and index accuracy.
+   *
+   * The partitioning process is called IVF and the `num_partitions` parameter controls how
+   * many groups to create.
+   *
+   * Note that training an IVF RQ index on a large dataset is a slow operation and
+   * currently is also a memory intensive operation.
+   */
+  static ivfRq(options?: Partial<IvfRqOptions>) {
+    return new Index(
+      LanceDbIndex.ivfRq(
+        options?.distanceType,
+        options?.numPartitions,
+        options?.numBits,
        options?.maxIterations,
        options?.sampleRate,
      ),
--- a/nodejs/npm/darwin-arm64/package.json
+++ b/nodejs/npm/darwin-arm64/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-darwin-arm64",
-	"version": "0.22.1",
+	"version": "0.22.2-beta.0",
 	"os": ["darwin"],
 	"cpu": ["arm64"],
 	"main": "lancedb.darwin-arm64.node",
--- a/nodejs/npm/darwin-x64/package.json
+++ b/nodejs/npm/darwin-x64/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-darwin-x64",
-	"version": "0.22.1",
+	"version": "0.22.2-beta.0",
 	"os": ["darwin"],
 	"cpu": ["x64"],
 	"main": "lancedb.darwin-x64.node",
--- a/nodejs/npm/linux-arm64-gnu/package.json
+++ b/nodejs/npm/linux-arm64-gnu/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-arm64-gnu",
-	"version": "0.22.1",
+	"version": "0.22.2-beta.0",
 	"os": ["linux"],
 	"cpu": ["arm64"],
 	"main": "lancedb.linux-arm64-gnu.node",
--- a/nodejs/npm/linux-arm64-musl/package.json
+++ b/nodejs/npm/linux-arm64-musl/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-arm64-musl",
-	"version": "0.22.1",
+	"version": "0.22.2-beta.0",
 	"os": ["linux"],
 	"cpu": ["arm64"],
 	"main": "lancedb.linux-arm64-musl.node",
--- a/nodejs/npm/linux-x64-gnu/package.json
+++ b/nodejs/npm/linux-x64-gnu/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-x64-gnu",
-	"version": "0.22.1",
+	"version": "0.22.2-beta.0",
 	"os": ["linux"],
 	"cpu": ["x64"],
 	"main": "lancedb.linux-x64-gnu.node",
--- a/nodejs/npm/linux-x64-musl/package.json
+++ b/nodejs/npm/linux-x64-musl/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-x64-musl",
-	"version": "0.22.1",
+	"version": "0.22.2-beta.0",
 	"os": ["linux"],
 	"cpu": ["x64"],
 	"main": "lancedb.linux-x64-musl.node",
--- a/nodejs/npm/win32-arm64-msvc/package.json
+++ b/nodejs/npm/win32-arm64-msvc/package.json
@@ -1,6 +1,6 @@
 {
  "name": "@lancedb/lancedb-win32-arm64-msvc",
-  "version": "0.22.1",
+  "version": "0.22.2-beta.0",
  "os": [
    "win32"
  ],
--- a/nodejs/npm/win32-x64-msvc/package.json
+++ b/nodejs/npm/win32-x64-msvc/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-win32-x64-msvc",
-	"version": "0.22.1",
+	"version": "0.22.2-beta.0",
 	"os": ["win32"],
 	"cpu": ["x64"],
 	"main": "lancedb.win32-x64-msvc.node",
--- a/nodejs/package-lock.json
+++ b/nodejs/package-lock.json
@@ -1,12 +1,12 @@
 {
  "name": "@lancedb/lancedb",
-  "version": "0.22.1",
+  "version": "0.22.2-beta.0",
  "lockfileVersion": 3,
  "requires": true,
  "packages": {
    "": {
      "name": "@lancedb/lancedb",
-      "version": "0.22.1",
+      "version": "0.22.2-beta.0",
      "cpu": [
        "x64",
        "arm64"
--- a/nodejs/package.json
+++ b/nodejs/package.json
@@ -11,7 +11,7 @@
    "ann"
  ],
  "private": false,
-  "version": "0.22.1",
+  "version": "0.22.2-beta.0",
  "main": "dist/index.js",
  "exports": {
    ".": "./dist/index.js",
--- a/nodejs/src/index.rs
+++ b/nodejs/src/index.rs
@@ -6,6 +6,7 @@ use std::sync::Mutex;
 use lancedb::index::scalar::{BTreeIndexBuilder, FtsIndexBuilder};
 use lancedb::index::vector::{
    IvfFlatIndexBuilder, IvfHnswPqIndexBuilder, IvfHnswSqIndexBuilder, IvfPqIndexBuilder,
+    IvfRqIndexBuilder,
 };
 use lancedb::index::Index as LanceDbIndex;
 use napi_derive::napi;
@@ -65,6 +66,36 @@ impl Index {
        })
    }

+    #[napi(factory)]
+    pub fn ivf_rq(
+        distance_type: Option<String>,
+        num_partitions: Option<u32>,
+        num_bits: Option<u32>,
+        max_iterations: Option<u32>,
+        sample_rate: Option<u32>,
+    ) -> napi::Result<Self> {
+        let mut ivf_rq_builder = IvfRqIndexBuilder::default();
+        if let Some(distance_type) = distance_type {
+            let distance_type = parse_distance_type(distance_type)?;
+            ivf_rq_builder = ivf_rq_builder.distance_type(distance_type);
+        }
+        if let Some(num_partitions) = num_partitions {
+            ivf_rq_builder = ivf_rq_builder.num_partitions(num_partitions);
+        }
+        if let Some(num_bits) = num_bits {
+            ivf_rq_builder = ivf_rq_builder.num_bits(num_bits);
+        }
+        if let Some(max_iterations) = max_iterations {
+            ivf_rq_builder = ivf_rq_builder.max_iterations(max_iterations);
+        }
+        if let Some(sample_rate) = sample_rate {
+            ivf_rq_builder = ivf_rq_builder.sample_rate(sample_rate);
+        }
+        Ok(Self {
+            inner: Mutex::new(Some(LanceDbIndex::IvfRq(ivf_rq_builder))),
+        })
+    }
+
    #[napi(factory)]
    pub fn ivf_flat(
        distance_type: Option<String>,
--- a/python/python/lancedb/index.py
+++ b/python/python/lancedb/index.py
@@ -605,9 +605,53 @@ class IvfPq:
    target_partition_size: Optional[int] = None


+@dataclass
+class IvfRq:
+    """Describes an IVF RQ Index
+
+    IVF-RQ (Residual Quantization) stores a compressed copy of each vector using
+    residual quantization and organizes them into IVF partitions. Parameters
+    largely mirror IVF-PQ for consistency.
+
+    Attributes
+    ----------
+    distance_type: str, default "l2"
+        Distance metric used to train the index and for quantization.
+
+        The following distance types are available:
+
+        "l2" - Euclidean distance.
+        "cosine" - Cosine distance.
+        "dot" - Dot product.
+
+    num_partitions: int, default sqrt(num_rows)
+        Number of IVF partitions to create.
+
+    num_bits: int, default 1
+        Number of bits to encode each dimension.
+
+    max_iterations: int, default 50
+        Max iterations to train kmeans when computing IVF partitions.
+
+    sample_rate: int, default 256
+        Controls the number of training vectors: sample_rate * num_partitions.
+
+    target_partition_size, default is 8192
+        Target size of each partition.
+    """
+
+    distance_type: Literal["l2", "cosine", "dot"] = "l2"
+    num_partitions: Optional[int] = None
+    num_bits: int = 1
+    max_iterations: int = 50
+    sample_rate: int = 256
+    target_partition_size: Optional[int] = None
+
+
 __all__ = [
    "BTree",
    "IvfPq",
+    "IvfRq",
    "IvfFlat",
    "HnswPq",
    "HnswSq",
--- a/python/python/lancedb/table.py
+++ b/python/python/lancedb/table.py
@@ -44,7 +44,7 @@ import numpy as np

 from .common import DATA, VEC, VECTOR_COLUMN_NAME
 from .embeddings import EmbeddingFunctionConfig, EmbeddingFunctionRegistry
-from .index import BTree, IvfFlat, IvfPq, Bitmap, LabelList, HnswPq, HnswSq, FTS
+from .index import BTree, IvfFlat, IvfPq, Bitmap, IvfRq, LabelList, HnswPq, HnswSq, FTS
 from .merge import LanceMergeInsertBuilder
 from .pydantic import LanceModel, model_to_dict
 from .query import (
@@ -1991,7 +1991,7 @@ class LanceTable(Table):
        index_cache_size: Optional[int] = None,
        num_bits: int = 8,
        index_type: Literal[
-            "IVF_FLAT", "IVF_PQ", "IVF_HNSW_SQ", "IVF_HNSW_PQ"
+            "IVF_FLAT", "IVF_PQ", "IVF_RQ", "IVF_HNSW_SQ", "IVF_HNSW_PQ"
        ] = "IVF_PQ",
        max_iterations: int = 50,
        sample_rate: int = 256,
@@ -2039,6 +2039,15 @@ class LanceTable(Table):
                sample_rate=sample_rate,
                target_partition_size=target_partition_size,
            )
+        elif index_type == "IVF_RQ":
+            config = IvfRq(
+                distance_type=metric,
+                num_partitions=num_partitions,
+                num_bits=num_bits,
+                max_iterations=max_iterations,
+                sample_rate=sample_rate,
+                target_partition_size=target_partition_size,
+            )
        elif index_type == "IVF_HNSW_PQ":
            config = HnswPq(
                distance_type=metric,
@@ -3330,7 +3339,7 @@ class AsyncTable:
        *,
        replace: Optional[bool] = None,
        config: Optional[
-            Union[IvfFlat, IvfPq, HnswPq, HnswSq, BTree, Bitmap, LabelList, FTS]
+            Union[IvfFlat, IvfPq, IvfRq, HnswPq, HnswSq, BTree, Bitmap, LabelList, FTS]
        ] = None,
        wait_timeout: Optional[timedelta] = None,
        name: Optional[str] = None,
@@ -3369,11 +3378,12 @@ class AsyncTable:
        """
        if config is not None:
            if not isinstance(
-                config, (IvfFlat, IvfPq, HnswPq, HnswSq, BTree, Bitmap, LabelList, FTS)
+                config,
+                (IvfFlat, IvfPq, IvfRq, HnswPq, HnswSq, BTree, Bitmap, LabelList, FTS),
            ):
                raise TypeError(
-                    "config must be an instance of IvfPq, HnswPq, HnswSq, BTree,"
-                    " Bitmap, LabelList, or FTS"
+                    "config must be an instance of IvfPq, IvfRq, HnswPq, HnswSq, BTree,"
+                    " Bitmap, LabelList, or FTS, but got " + str(type(config))
                )
        try:
            await self._inner.create_index(
--- a/python/python/lancedb/types.py
+++ b/python/python/lancedb/types.py
@@ -18,10 +18,17 @@ AddMode = Literal["append", "overwrite"]
 CreateMode = Literal["create", "overwrite"]

 # Index type literals
-VectorIndexType = Literal["IVF_FLAT", "IVF_PQ", "IVF_HNSW_SQ", "IVF_HNSW_PQ"]
+VectorIndexType = Literal["IVF_FLAT", "IVF_PQ", "IVF_HNSW_SQ", "IVF_HNSW_PQ", "IVF_RQ"]
 ScalarIndexType = Literal["BTREE", "BITMAP", "LABEL_LIST"]
 IndexType = Literal[
-    "IVF_PQ", "IVF_HNSW_PQ", "IVF_HNSW_SQ", "FTS", "BTREE", "BITMAP", "LABEL_LIST"
+    "IVF_PQ",
+    "IVF_HNSW_PQ",
+    "IVF_HNSW_SQ",
+    "FTS",
+    "BTREE",
+    "BITMAP",
+    "LABEL_LIST",
+    "IVF_RQ",
 ]

 # Tokenizer literals
--- a/python/python/tests/test_index.py
+++ b/python/python/tests/test_index.py
@@ -8,7 +8,17 @@ import pyarrow as pa
 import pytest
 import pytest_asyncio
 from lancedb import AsyncConnection, AsyncTable, connect_async
-from lancedb.index import BTree, IvfFlat, IvfPq, Bitmap, LabelList, HnswPq, HnswSq, FTS
+from lancedb.index import (
+    BTree,
+    IvfFlat,
+    IvfPq,
+    IvfRq,
+    Bitmap,
+    LabelList,
+    HnswPq,
+    HnswSq,
+    FTS,
+)


@pytest_asyncio.fixture
@@ -35,6 +45,8 @@ async def some_table(db_async):
            "tags": [
                [f"tag{random.randint(0, 8)}" for _ in range(2)] for _ in range(NROWS)
            ],
+            "is_active": [random.choice([True, False]) for _ in range(NROWS)],
+            "data": [random.randbytes(random.randint(0, 128)) for _ in range(NROWS)],
        }
    )
    return await db_async.create_table(
@@ -99,10 +111,17 @@ async def test_create_fixed_size_binary_index(some_table: AsyncTable):
@pytest.mark.asyncio
 async def test_create_bitmap_index(some_table: AsyncTable):
    await some_table.create_index("id", config=Bitmap())
+    await some_table.create_index("is_active", config=Bitmap())
+    await some_table.create_index("data", config=Bitmap())
    indices = await some_table.list_indices()
-    assert str(indices) == '[Index(Bitmap, columns=["id"], name="id_idx")]'
-    indices = await some_table.list_indices()
-    assert len(indices) == 1
+    assert len(indices) == 3
+    assert indices[0].index_type == "Bitmap"
+    assert indices[0].columns == ["id"]
+    assert indices[1].index_type == "Bitmap"
+    assert indices[1].columns == ["is_active"]
+    assert indices[2].index_type == "Bitmap"
+    assert indices[2].columns == ["data"]
+
    index_name = indices[0].name
    stats = await some_table.index_stats(index_name)
    assert stats.index_type == "BITMAP"
@@ -111,6 +130,11 @@ async def test_create_bitmap_index(some_table: AsyncTable):
    assert stats.num_unindexed_rows == 0
    assert stats.num_indices == 1

+    assert (
+        "ScalarIndexQuery"
+        in await some_table.query().where("is_active = TRUE").explain_plan()
+    )
+

@pytest.mark.asyncio
 async def test_create_label_list_index(some_table: AsyncTable):
@@ -181,6 +205,16 @@ async def test_create_4bit_ivfpq_index(some_table: AsyncTable):
    assert stats.loss >= 0.0


+@pytest.mark.asyncio
+async def test_create_ivfrq_index(some_table: AsyncTable):
+    await some_table.create_index("vector", config=IvfRq(num_bits=1))
+    indices = await some_table.list_indices()
+    assert len(indices) == 1
+    assert indices[0].index_type == "IvfRq"
+    assert indices[0].columns == ["vector"]
+    assert indices[0].name == "vector_idx"
+
+
@pytest.mark.asyncio
 async def test_create_hnswpq_index(some_table: AsyncTable):
    await some_table.create_index("vector", config=HnswPq(num_partitions=10))
--- a/python/src/index.rs
+++ b/python/src/index.rs
@@ -1,7 +1,7 @@
 // SPDX-License-Identifier: Apache-2.0
 // SPDX-FileCopyrightText: Copyright The LanceDB Authors

-use lancedb::index::vector::IvfFlatIndexBuilder;
+use lancedb::index::vector::{IvfFlatIndexBuilder, IvfRqIndexBuilder};
 use lancedb::index::{
    scalar::{BTreeIndexBuilder, FtsIndexBuilder},
    vector::{IvfHnswPqIndexBuilder, IvfHnswSqIndexBuilder, IvfPqIndexBuilder},
@@ -87,6 +87,22 @@ pub fn extract_index_params(source: &Option<Bound<'_, PyAny>>) -> PyResult<Lance
                }
                Ok(LanceDbIndex::IvfPq(ivf_pq_builder))
            },
+            "IvfRq" => {
+                let params = source.extract::<IvfRqParams>()?;
+                let distance_type = parse_distance_type(params.distance_type)?;
+                let mut ivf_rq_builder = IvfRqIndexBuilder::default()
+                    .distance_type(distance_type)
+                    .max_iterations(params.max_iterations)
+                    .sample_rate(params.sample_rate)
+                    .num_bits(params.num_bits);
+                if let Some(num_partitions) = params.num_partitions {
+                    ivf_rq_builder = ivf_rq_builder.num_partitions(num_partitions);
+                }
+                if let Some(target_partition_size) = params.target_partition_size {
+                    ivf_rq_builder = ivf_rq_builder.target_partition_size(target_partition_size);
+                }
+                Ok(LanceDbIndex::IvfRq(ivf_rq_builder))
+            },
            "HnswPq" => {
                let params = source.extract::<IvfHnswPqParams>()?;
                let distance_type = parse_distance_type(params.distance_type)?;
@@ -170,6 +186,16 @@ struct IvfPqParams {
    target_partition_size: Option<u32>,
 }

+#[derive(FromPyObject)]
+struct IvfRqParams {
+    distance_type: String,
+    num_partitions: Option<u32>,
+    num_bits: u32,
+    max_iterations: u32,
+    sample_rate: u32,
+    target_partition_size: Option<u32>,
+}
+
 #[derive(FromPyObject)]
 struct IvfHnswPqParams {
    distance_type: String,
--- a/rust/lancedb/Cargo.toml
+++ b/rust/lancedb/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "lancedb"
-version = "0.22.1"
+version = "0.22.2-beta.0"
 edition.workspace = true
 description = "LanceDB: A serverless, low-latency vector database for AI applications"
 license.workspace = true
@@ -82,6 +82,7 @@ crunchy.workspace = true
 bytemuck_derive.workspace = true

 [dev-dependencies]
+anyhow = "1"
 tempfile = "3.5.0"
 rand = { version = "0.9", features = ["small_rng"] }
 random_word = { version = "0.4.3", features = ["en"] }
--- a/rust/lancedb/Makefile
+++ b/rust/lancedb/Makefile
@@ -0,0 +1,19 @@
+#
+# Makefile for running tests.
+#
+
+# Run all tests.
+all-tests: feature-tests remote-tests
+
+# Run tests for every feature. This requires using docker compose to set up
+# the environment.
+feature-tests:
+	../../ci/run_with_docker_compose.sh \
+		cargo test --all-features --tests --locked --examples
+.PHONY: feature-tests
+
+# Run tests against remote endpoints.
+remote-tests:
+	../../ci/run_with_test_connection.sh \
+		cargo test --features remote --locked
+.PHONY: remote-tests
--- a/rust/lancedb/src/connection.rs
+++ b/rust/lancedb/src/connection.rs
@@ -1170,6 +1170,7 @@ mod tests {
    use crate::database::listing::{ListingDatabaseOptions, NewTableConfig};
    use crate::query::QueryBase;
    use crate::query::{ExecutableQuery, QueryExecutionOptions};
+    use crate::test_connection::test_utils::new_test_connection;
    use arrow::compute::concat_batches;
    use arrow_array::RecordBatchReader;
    use arrow_schema::{DataType, Field, Schema};
@@ -1185,11 +1186,8 @@ mod tests {

    #[tokio::test]
    async fn test_connect() {
-        let tmp_dir = tempdir().unwrap();
-        let uri = tmp_dir.path().to_str().unwrap();
-        let db = connect(uri).execute().await.unwrap();
-
-        assert_eq!(db.uri, uri);
+        let tc = new_test_connection().await.unwrap();
+        assert_eq!(tc.connection.uri, tc.uri);
    }

    #[cfg(not(windows))]
@@ -1255,16 +1253,10 @@ mod tests {
        assert_eq!(tables, names[..7]);
    }

-    #[tokio::test]
-    async fn test_connect_s3() {
-        // let db = Database::connect("s3://bucket/path/to/database").await.unwrap();
-    }
-
    #[tokio::test]
    async fn test_open_table() {
-        let tmp_dir = tempdir().unwrap();
-        let uri = tmp_dir.path().to_str().unwrap();
-        let db = connect(uri).execute().await.unwrap();
+        let tc = new_test_connection().await.unwrap();
+        let db = tc.connection;

        assert_eq!(db.table_names().execute().await.unwrap().len(), 0);
        // open non-exist table
--- a/rust/lancedb/src/database/listing.rs
+++ b/rust/lancedb/src/database/listing.rs
@@ -728,7 +728,7 @@ impl Database for ListingDatabase {

        let target_uri = self.table_uri(&request.target_table_name)?;
        source_dataset
-            .shallow_clone(&target_uri, version_ref, storage_params)
+            .shallow_clone(&target_uri, version_ref, Some(storage_params))
            .await
            .map_err(|e| Error::Lance { source: e })?;

--- a/rust/lancedb/src/index.rs
+++ b/rust/lancedb/src/index.rs
@@ -8,6 +8,7 @@ use std::sync::Arc;
 use std::time::Duration;
 use vector::IvfFlatIndexBuilder;

+use crate::index::vector::IvfRqIndexBuilder;
 use crate::{table::BaseTable, DistanceType, Error, Result};

 use self::{
@@ -53,6 +54,9 @@ pub enum Index {
    /// IVF index with Product Quantization
    IvfPq(IvfPqIndexBuilder),

+    /// IVF index with RabitQ Quantization
+    IvfRq(IvfRqIndexBuilder),
+
    /// IVF-HNSW index with Product Quantization
    /// It is a variant of the HNSW algorithm that uses product quantization to compress the vectors.
    IvfHnswPq(IvfHnswPqIndexBuilder),
@@ -275,6 +279,8 @@ pub enum IndexType {
    IvfFlat,
    #[serde(alias = "IVF_PQ")]
    IvfPq,
+    #[serde(alias = "IVF_RQ")]
+    IvfRq,
    #[serde(alias = "IVF_HNSW_PQ")]
    IvfHnswPq,
    #[serde(alias = "IVF_HNSW_SQ")]
@@ -296,6 +302,7 @@ impl std::fmt::Display for IndexType {
        match self {
            Self::IvfFlat => write!(f, "IVF_FLAT"),
            Self::IvfPq => write!(f, "IVF_PQ"),
+            Self::IvfRq => write!(f, "IVF_RQ"),
            Self::IvfHnswPq => write!(f, "IVF_HNSW_PQ"),
            Self::IvfHnswSq => write!(f, "IVF_HNSW_SQ"),
            Self::BTree => write!(f, "BTREE"),
@@ -317,6 +324,7 @@ impl std::str::FromStr for IndexType {
            "FTS" | "INVERTED" => Ok(Self::FTS),
            "IVF_FLAT" => Ok(Self::IvfFlat),
            "IVF_PQ" => Ok(Self::IvfPq),
+            "IVF_RQ" => Ok(Self::IvfRq),
            "IVF_HNSW_PQ" => Ok(Self::IvfHnswPq),
            "IVF_HNSW_SQ" => Ok(Self::IvfHnswSq),
            _ => Err(Error::InvalidInput {
--- a/rust/lancedb/src/index/vector.rs
+++ b/rust/lancedb/src/index/vector.rs
@@ -291,6 +291,52 @@ pub(crate) fn suggested_num_sub_vectors(dim: u32) -> u32 {
    }
 }

+/// Builder for an IVF RQ index.
+///
+/// This index stores a compressed (quantized) copy of every vector. Each dimension
+/// is quantized into a small number of bits.
+/// The parameters `num_bits` control this process, providing a tradeoff
+/// between index size (and thus search speed) and index accuracy.
+///
+/// The partitioning process is called IVF and the `num_partitions` parameter controls how
+/// many groups to create.
+///
+/// Note that training an IVF RQ index on a large dataset is a slow operation and
+/// currently is also a memory intensive operation.
+#[derive(Debug, Clone)]
+pub struct IvfRqIndexBuilder {
+    // IVF
+    pub(crate) distance_type: DistanceType,
+    pub(crate) num_partitions: Option<u32>,
+    pub(crate) num_bits: Option<u32>,
+    pub(crate) sample_rate: u32,
+    pub(crate) max_iterations: u32,
+    pub(crate) target_partition_size: Option<u32>,
+}
+
+impl Default for IvfRqIndexBuilder {
+    fn default() -> Self {
+        Self {
+            distance_type: DistanceType::L2,
+            num_partitions: None,
+            num_bits: None,
+            sample_rate: 256,
+            max_iterations: 50,
+            target_partition_size: None,
+        }
+    }
+}
+
+impl IvfRqIndexBuilder {
+    impl_distance_type_setter!();
+    impl_ivf_params_setter!();
+
+    pub fn num_bits(mut self, num_bits: u32) -> Self {
+        self.num_bits = Some(num_bits);
+        self
+    }
+}
+
 /// Builder for an IVF HNSW PQ index.
 ///
 /// This index is a combination of IVF and HNSW.
--- a/rust/lancedb/src/lib.rs
+++ b/rust/lancedb/src/lib.rs
@@ -206,6 +206,7 @@ pub mod query;
 pub mod remote;
 pub mod rerankers;
 pub mod table;
+pub mod test_connection;
 pub mod utils;

 use std::fmt::Display;
--- a/rust/lancedb/src/table.rs
+++ b/rust/lancedb/src/table.rs
@@ -1838,6 +1838,18 @@ impl NativeTable {
                );
                Ok(Box::new(lance_idx_params))
            }
+            Index::IvfRq(index) => {
+                Self::validate_index_type(field, "IVF RQ", supported_vector_data_type)?;
+                let num_partitions = self
+                    .get_num_partitions(index.num_partitions, false, None)
+                    .await?;
+                let lance_idx_params = VectorIndexParams::ivf_rq(
+                    num_partitions as usize,
+                    index.num_bits.unwrap_or(1) as u8,
+                    index.distance_type.into(),
+                );
+                Ok(Box::new(lance_idx_params))
+            }
            Index::IvfHnswPq(index) => {
                Self::validate_index_type(field, "IVF HNSW PQ", supported_vector_data_type)?;
                let dim = Self::get_vector_dimension(field)?;
@@ -1907,9 +1919,11 @@ impl NativeTable {
            Index::Bitmap(_) => IndexType::Bitmap,
            Index::LabelList(_) => IndexType::LabelList,
            Index::FTS(_) => IndexType::Inverted,
-            Index::IvfFlat(_) | Index::IvfPq(_) | Index::IvfHnswPq(_) | Index::IvfHnswSq(_) => {
-                IndexType::Vector
-            }
+            Index::IvfFlat(_)
+            | Index::IvfPq(_)
+            | Index::IvfRq(_)
+            | Index::IvfHnswPq(_)
+            | Index::IvfHnswSq(_) => IndexType::Vector,
        }
    }

@@ -2760,6 +2774,7 @@ mod tests {
        RecordBatchReader, StringArray, TimestampMillisecondArray, TimestampNanosecondArray,
        UInt32Array,
    };
+    use arrow_array::{BinaryArray, LargeBinaryArray};
    use arrow_data::ArrayDataBuilder;
    use arrow_schema::{DataType, Field, Schema, TimeUnit};
    use futures::TryStreamExt;
@@ -3725,6 +3740,10 @@ mod tests {
        let schema = Arc::new(Schema::new(vec![
            Field::new("id", DataType::Int32, false),
            Field::new("category", DataType::Utf8, true),
+            Field::new("large_category", DataType::LargeUtf8, true),
+            Field::new("is_active", DataType::Boolean, true),
+            Field::new("data", DataType::Binary, true),
+            Field::new("large_data", DataType::LargeBinary, true),
        ]));

        let batch = RecordBatch::try_new(
@@ -3734,6 +3753,16 @@ mod tests {
                Arc::new(StringArray::from_iter_values(
                    (0..100).map(|i| format!("category_{}", i % 5)),
                )),
+                Arc::new(LargeStringArray::from_iter_values(
+                    (0..100).map(|i| format!("large_category_{}", i % 5)),
+                )),
+                Arc::new(BooleanArray::from_iter((0..100).map(|i| Some(i % 2 == 0)))),
+                Arc::new(BinaryArray::from_iter_values(
+                    (0_u32..100).map(|i| i.to_le_bytes()),
+                )),
+                Arc::new(LargeBinaryArray::from_iter_values(
+                    (0_u32..100).map(|i| i.to_le_bytes()),
+                )),
            ],
        )
        .unwrap();
@@ -3754,12 +3783,58 @@ mod tests {
            .await
            .unwrap();

+        // Create bitmap index on the "is_active" column
+        table
+            .create_index(&["is_active"], Index::Bitmap(Default::default()))
+            .execute()
+            .await
+            .unwrap();
+
+        // Create bitmap index on the "data" column
+        table
+            .create_index(&["data"], Index::Bitmap(Default::default()))
+            .execute()
+            .await
+            .unwrap();
+
+        // Create bitmap index on the "large_data" column
+        table
+            .create_index(&["large_data"], Index::Bitmap(Default::default()))
+            .execute()
+            .await
+            .unwrap();
+
+        // Create bitmap index on the "large_category" column
+        table
+            .create_index(&["large_category"], Index::Bitmap(Default::default()))
+            .execute()
+            .await
+            .unwrap();
+
        // Verify the index was created
        let index_configs = table.list_indices().await.unwrap();
-        assert_eq!(index_configs.len(), 1);
-        let index = index_configs.into_iter().next().unwrap();
+        assert_eq!(index_configs.len(), 5);
+
+        let mut configs_iter = index_configs.into_iter();
+        let index = configs_iter.next().unwrap();
        assert_eq!(index.index_type, crate::index::IndexType::Bitmap);
        assert_eq!(index.columns, vec!["category".to_string()]);
+
+        let index = configs_iter.next().unwrap();
+        assert_eq!(index.index_type, crate::index::IndexType::Bitmap);
+        assert_eq!(index.columns, vec!["is_active".to_string()]);
+
+        let index = configs_iter.next().unwrap();
+        assert_eq!(index.index_type, crate::index::IndexType::Bitmap);
+        assert_eq!(index.columns, vec!["data".to_string()]);
+
+        let index = configs_iter.next().unwrap();
+        assert_eq!(index.index_type, crate::index::IndexType::Bitmap);
+        assert_eq!(index.columns, vec!["large_data".to_string()]);
+
+        let index = configs_iter.next().unwrap();
+        assert_eq!(index.index_type, crate::index::IndexType::Bitmap);
+        assert_eq!(index.columns, vec!["large_category".to_string()]);
    }

    #[tokio::test]
--- a/rust/lancedb/src/test_connection.rs
+++ b/rust/lancedb/src/test_connection.rs
@@ -0,0 +1,126 @@
+// SPDX-License-Identifier: Apache-2.0
+// SPDX-FileCopyrightText: Copyright The LanceDB Authors
+
+//! Functions for testing connections.
+
+#[cfg(test)]
+pub mod test_utils {
+    use regex::Regex;
+    use std::env;
+    use std::io::{BufRead, BufReader};
+    use std::process::{Child, ChildStdout, Command, Stdio};
+
+    use crate::{connect, Connection};
+    use anyhow::{bail, Result};
+    use tempfile::{tempdir, TempDir};
+
+    pub struct TestConnection {
+        pub uri: String,
+        pub connection: Connection,
+        _temp_dir: Option<TempDir>,
+        _process: Option<TestProcess>,
+    }
+
+    struct TestProcess {
+        child: Child,
+    }
+
+    impl Drop for TestProcess {
+        #[allow(unused_must_use)]
+        fn drop(&mut self) {
+            self.child.kill();
+        }
+    }
+
+    pub async fn new_test_connection() -> Result<TestConnection> {
+        match env::var("CREATE_LANCEDB_TEST_CONNECTION_SCRIPT") {
+            Ok(script_path) => new_remote_connection(&script_path).await,
+            Err(_e) => new_local_connection().await,
+        }
+    }
+
+    async fn new_remote_connection(script_path: &str) -> Result<TestConnection> {
+        let temp_dir = tempdir()?;
+        let data_path = temp_dir.path().to_str().unwrap().to_string();
+        let child_result = Command::new(script_path)
+            .stdin(Stdio::null())
+            .stdout(Stdio::piped())
+            .stderr(Stdio::piped())
+            .arg(data_path.clone())
+            .spawn();
+        if child_result.is_err() {
+            bail!(format!(
+                "Unable to run {}: {:?}",
+                script_path,
+                child_result.err()
+            ));
+        }
+        let mut process = TestProcess {
+            child: child_result.unwrap(),
+        };
+        let stdout = BufReader::new(process.child.stdout.take().unwrap());
+        let port = read_process_port(stdout)?;
+        let uri = "db://test";
+        let host_override = format!("http://localhost:{}", port);
+        let connection = create_new_connection(uri, &host_override).await?;
+        Ok(TestConnection {
+            uri: uri.to_string(),
+            connection,
+            _temp_dir: Some(temp_dir),
+            _process: Some(process),
+        })
+    }
+
+    fn read_process_port(mut stdout: BufReader<ChildStdout>) -> Result<String> {
+        let mut line = String::new();
+        let re = Regex::new(r"Query node now listening on 0.0.0.0:(.*)").unwrap();
+        loop {
+            let result = stdout.read_line(&mut line);
+            if let Err(err) = result {
+                bail!(format!(
+                    "read_process_port: error while reading from process output: {}",
+                    err
+                ));
+            } else if result.unwrap() == 0 {
+                bail!("read_process_port: hit EOF before reading port from process output.");
+            }
+            if re.is_match(&line) {
+                let caps = re.captures(&line).unwrap();
+                return Ok(caps[1].to_string());
+            }
+        }
+    }
+
+    #[cfg(feature = "remote")]
+    async fn create_new_connection(
+        uri: &str,
+        host_override: &str,
+    ) -> crate::error::Result<Connection> {
+        connect(uri)
+            .region("us-east-1")
+            .api_key("sk_localtest")
+            .host_override(host_override)
+            .execute()
+            .await
+    }
+
+    #[cfg(not(feature = "remote"))]
+    async fn create_new_connection(
+        _uri: &str,
+        _host_override: &str,
+    ) -> crate::error::Result<Connection> {
+        panic!("remote feature not supported");
+    }
+
+    async fn new_local_connection() -> Result<TestConnection> {
+        let temp_dir = tempdir()?;
+        let uri = temp_dir.path().to_str().unwrap();
+        let connection = connect(uri).execute().await?;
+        Ok(TestConnection {
+            uri: uri.to_string(),
+            connection,
+            _temp_dir: Some(temp_dir),
+            _process: None,
+        })
+    }
+}
--- a/rust/lancedb/src/utils.rs
+++ b/rust/lancedb/src/utils.rs
@@ -39,7 +39,7 @@ impl PatchStoreParam for Option<ObjectStoreParams> {
        let mut params = self.unwrap_or_default();
        if params.object_store_wrapper.is_some() {
            return Err(Error::Other {
-                message: "can not patch param because object store is already set".into(),
+                message: "can not patch param because object store is already set.".into(),
                source: None,
            });
        }
@@ -195,7 +195,15 @@ pub fn supported_btree_data_type(dtype: &DataType) -> bool {
 }

 pub fn supported_bitmap_data_type(dtype: &DataType) -> bool {
-    dtype.is_integer() || matches!(dtype, DataType::Utf8)
+    dtype.is_integer()
+        || matches!(
+            dtype,
+            DataType::Utf8
+                | DataType::LargeUtf8
+                | DataType::Binary
+                | DataType::LargeBinary
+                | DataType::Boolean
+        )
 }

 pub fn supported_label_list_data_type(dtype: &DataType) -> bool {
Author	SHA1	Message	Date
Colin P. McCabe	d6ea17073c	test	2025-09-30 11:58:20 -07:00
BubbleCal	c123bbf391	Merge branch 'main' of https://github.com/lancedb/lancedb into add-ivfrq	2025-09-30 16:30:58 +08:00
Ayush Chaurasia	f941054baf	docs: fix doc deployment and remove recipes workflow trigger (#2688 )	2025-09-30 13:10:39 +05:30
BubbleCal	fb856005a9	update docs Signed-off-by: BubbleCal <bubble-cal@outlook.com>	2025-09-29 18:24:58 +08:00
BubbleCal	5c1c2e2dd6	fmt Signed-off-by: BubbleCal <bubble-cal@outlook.com>	2025-09-29 17:47:59 +08:00
BubbleCal	1beef5f6e3	fix Signed-off-by: BubbleCal <bubble-cal@outlook.com>	2025-09-29 17:08:12 +08:00
BubbleCal	0913632584	feat: support IVF_RQ index type Signed-off-by: BubbleCal <bubble-cal@outlook.com>	2025-09-29 16:53:43 +08:00
Ayush Chaurasia	1a81c46505	docs: transition to new docs (#2681 )	2025-09-29 11:37:08 +05:30
Colin Patrick McCabe	82b25a71e9	feat: add support for test_remote_connections (#2666 ) Add a new test feature which allows for running the lancedb tests against a remote server. Convert over a few tests in src/connection.rs as a proof of concept. To make local development easier, the remote tests can be run locally from a Makefile. This file can also be used to run the feature tests, with a single invocation of 'make'. (The feature tests require bringing up a docker compose environment.)	2025-09-26 11:24:43 -07:00
Jack Ye	13c613d45f	chore: upgrade lance to v0.37.1-beta.1 (#2682 )	2025-09-25 23:12:09 -07:00
Weston Pace	e07389a36c	feat: allow bitmap indexes on large-string, binary, large-binary, and bitmap (#2678 ) The underlying `pylance` already supported this, it was just blocked out by an over-eager validation function Closes #1981	2025-09-25 09:46:42 -07:00
Lance Release	e7e9e80b1d	Bump version: 0.22.1 → 0.22.2-beta.0	2025-09-24 22:54:54 +00:00