Bump version: 0.27.0-beta.6 → 0.27.0

## Summary
- Update all 14 lance crates from `3.0.0-rc.3` (git source) to `3.0.0`
(crates.io release)
- Remove git/tag source references since 3.0.0 is published on crates.io

## Test plan
- [x] `cargo check --features remote --tests --examples` passes
- [x] `cargo clippy --features remote --tests --examples` passes
- [ ] CI passes

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

.bumpversion.toml

@@ -1,5 +1,5 @@
 [tool.bumpversion]
-current_version = "0.23.0-beta.1"
+current_version = "0.27.0"
 parse = """(?x)
     (?P<major>0|[1-9]\\d*)\\.
     (?P<minor>0|[1-9]\\d*)\\.

.github/workflows/build_linux_wheel/action.yml

@@ -3,7 +3,7 @@ name: build-linux-wheel
 description: "Build a manylinux wheel for lance"
 inputs:
   python-minor-version:
-    description: "8, 9, 10, 11, 12"
+    description: "10, 11, 12, 13"
     required: true
   args:
     description: "--release"
@@ -29,6 +29,7 @@ runs:
       if: ${{ inputs.arm-build == 'false' }}
       uses: PyO3/maturin-action@v1
       with:
+        maturin-version: "1.12.4"
         command: build
         working-directory: python
         docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"
@@ -44,6 +45,7 @@ runs:
       if: ${{ inputs.arm-build == 'true' }}
       uses: PyO3/maturin-action@v1
       with:
+        maturin-version: "1.12.4"
         command: build
         working-directory: python
         docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"

.github/workflows/build_mac_wheel/action.yml

@@ -3,7 +3,7 @@ name: build_wheel
 description: "Build a lance wheel"
 inputs:
   python-minor-version:
-    description: "8, 9, 10, 11"
+    description: "10, 11, 12, 13"
     required: true
   args:
     description: "--release"
@@ -20,6 +20,7 @@ runs:
       uses: PyO3/maturin-action@v1
       with:
         command: build
+        maturin-version: "1.12.4"
         # TODO: pass through interpreter
         args: ${{ inputs.args }}
         docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"

.github/workflows/build_windows_wheel/action.yml

@@ -3,7 +3,7 @@ name: build_wheel
 description: "Build a lance wheel"
 inputs:
   python-minor-version:
-    description: "8, 9, 10, 11"
+    description: "10, 11, 12, 13, 14"
     required: true
   args:
     description: "--release"
@@ -25,6 +25,7 @@ runs:
       uses: PyO3/maturin-action@v1
       with:
         command: build
+        maturin-version: "1.12.4"
         args: ${{ inputs.args }}
         docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"
         working-directory: python

.github/workflows/cargo-publish.yml

@@ -42,7 +42,7 @@ jobs:
     name: Report Workflow Failure
     runs-on: ubuntu-latest
     needs: [build]
-    if: always() && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
+    if: always() && failure() && startsWith(github.ref, 'refs/tags/v')
     permissions:
       contents: read
       issues: write

.github/workflows/codex-fix-ci.yml

@@ -0,0 +1,173 @@
+name: Codex Fix CI
+
+on:
+  workflow_dispatch:
+    inputs:
+      workflow_run_url:
+        description: "Failing CI workflow run URL (e.g., https://github.com/lancedb/lancedb/actions/runs/12345678)"
+        required: true
+        type: string
+      branch:
+        description: "Branch to fix (e.g., main, release/v2.0, or feature-branch)"
+        required: true
+        type: string
+      guidelines:
+        description: "Additional guidelines for the fix (optional)"
+        required: false
+        type: string
+
+permissions:
+  contents: write
+  pull-requests: write
+  actions: read
+
+jobs:
+  fix-ci:
+    runs-on: warp-ubuntu-latest-x64-4x
+    timeout-minutes: 60
+    env:
+      CC: clang
+      CXX: clang++
+    steps:
+      - name: Show inputs
+        run: |
+          echo "workflow_run_url = ${{ inputs.workflow_run_url }}"
+          echo "branch = ${{ inputs.branch }}"
+          echo "guidelines = ${{ inputs.guidelines }}"
+
+      - name: Checkout Repo
+        uses: actions/checkout@v4
+        with:
+          ref: ${{ inputs.branch }}
+          fetch-depth: 0
+          persist-credentials: true
+
+      - name: Set up Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: 20
+
+      - name: Install Codex CLI
+        run: npm install -g @openai/codex
+
+      - name: Install Rust toolchain
+        uses: dtolnay/rust-toolchain@stable
+        with:
+          toolchain: stable
+          components: clippy, rustfmt
+
+      - uses: Swatinem/rust-cache@v2
+
+      - name: Install system dependencies
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y protobuf-compiler libssl-dev
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+
+      - name: Install Python dependencies
+        run: |
+          pip install maturin ruff pytest pyarrow pandas polars
+
+      - name: Set up Java
+        uses: actions/setup-java@v4
+        with:
+          distribution: temurin
+          java-version: '11'
+          cache: maven
+
+      - name: Install Node.js dependencies for TypeScript bindings
+        run: |
+          cd nodejs
+          npm ci
+
+      - name: Configure git user
+        run: |
+          git config user.name "lancedb automation"
+          git config user.email "robot@lancedb.com"
+
+      - name: Run Codex to fix CI failure
+        env:
+          WORKFLOW_RUN_URL: ${{ inputs.workflow_run_url }}
+          BRANCH: ${{ inputs.branch }}
+          GUIDELINES: ${{ inputs.guidelines }}
+          GITHUB_TOKEN: ${{ secrets.ROBOT_TOKEN }}
+          GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
+          OPENAI_API_KEY: ${{ secrets.CODEX_TOKEN }}
+        run: |
+          set -euo pipefail
+
+          cat <<EOF >/tmp/codex-prompt.txt
+          You are running inside the lancedb repository on a GitHub Actions runner. Your task is to fix a CI failure.
+
+          Input parameters:
+          - Failing workflow run URL: ${WORKFLOW_RUN_URL}
+          - Branch to fix: ${BRANCH}
+          - Additional guidelines: ${GUIDELINES:-"None provided"}
+
+          Follow these steps exactly:
+
+          1. Extract the run ID from the workflow URL. The URL format is https://github.com/lancedb/lancedb/actions/runs/<run_id>.
+
+          2. Use "gh run view <run_id> --json jobs,conclusion,name" to get information about the failed run.
+
+          3. Identify which jobs failed. For each failed job, use "gh run view <run_id> --job <job_id> --log-failed" to get the failure logs.
+
+          4. Analyze the failure logs to understand what went wrong. Common failures include:
+             - Compilation errors
+             - Test failures
+             - Clippy warnings treated as errors
+             - Formatting issues
+             - Dependency issues
+
+          5. Based on the analysis, fix the issues in the codebase:
+             - For compilation errors: Fix the code that doesn't compile
+             - For test failures: Fix the failing tests or the code they test
+             - For clippy warnings: Apply the suggested fixes
+             - For formatting issues: Run "cargo fmt --all"
+             - For other issues: Apply appropriate fixes
+
+          6. After making fixes, verify them locally:
+             - Run "cargo fmt --all" to ensure formatting is correct
+             - Run "cargo clippy --workspace --tests --all-features -- -D warnings" to check for issues
+             - Run ONLY the specific failing tests to confirm they pass now:
+               - For Rust test failures: Run the specific test with "cargo test -p <crate> <test_name>"
+               - For Python test failures: Build with "cd python && maturin develop" then run "pytest <specific_test_file>::<test_name>"
+               - For Java test failures: Run "cd java && mvn test -Dtest=<TestClass>#<testMethod>"
+               - For TypeScript test failures: Run "cd nodejs && npm run build && npm test -- --testNamePattern='<test_name>'"
+               - Do NOT run the full test suite - only run the tests that were failing
+
+          7. If the additional guidelines are provided, follow them as well.
+
+          8. Inspect "git status --short" and "git diff" to review your changes.
+
+          9. Create a fix branch: "git checkout -b codex/fix-ci-<run_id>".
+
+          10. Stage all changes with "git add -A" and commit with message "fix: resolve CI failures from run <run_id>".
+
+          11. Push the branch: "git push origin codex/fix-ci-<run_id>". If the remote branch exists, delete it first with "gh api -X DELETE repos/lancedb/lancedb/git/refs/heads/codex/fix-ci-<run_id>" then push. Do NOT use "git push --force" or "git push -f".
+
+          12. Create a pull request targeting "${BRANCH}":
+              - Title: "ci: <short summary describing the fix>" (e.g., "ci: fix clippy warnings in lancedb" or "ci: resolve test flakiness in vector search")
+              - First, write the PR body to /tmp/pr-body.md using a heredoc (cat <<'PREOF' > /tmp/pr-body.md). The body should include:
+                - Link to the failing workflow run
+                - Summary of what failed
+                - Description of the fixes applied
+              - Then run "gh pr create --base ${BRANCH} --body-file /tmp/pr-body.md".
+
+          13. Display the new PR URL, "git status --short", and a summary of what was fixed.
+
+          Constraints:
+          - Use bash commands for all operations.
+          - Do not merge the PR.
+          - Do not modify GitHub workflow files unless they are the cause of the failure.
+          - If any command fails, diagnose and attempt to fix the issue instead of aborting immediately.
+          - If you cannot fix the issue automatically, create the PR anyway with a clear explanation of what you tried and what remains to be fixed.
+          - env "GH_TOKEN" is available, use "gh" tools for GitHub-related operations.
+          EOF
+
+          printenv OPENAI_API_KEY | codex login --with-api-key
+          codex --config shell_environment_policy.ignore_default_excludes=true exec --dangerously-bypass-approvals-and-sandbox "$(cat /tmp/codex-prompt.txt)"

.github/workflows/codex-update-lance-dependency.yml

@@ -75,20 +75,28 @@ jobs:
           VERSION="${VERSION#v}"
           BRANCH_NAME="codex/update-lance-${VERSION//[^a-zA-Z0-9]/-}"
 
+          # Use "chore" for beta/rc versions, "feat" for stable releases
+          if [[ "${VERSION}" == *beta* ]] || [[ "${VERSION}" == *rc* ]]; then
+            COMMIT_TYPE="chore"
+          else
+            COMMIT_TYPE="feat"
+          fi
+
           cat <<EOF >/tmp/codex-prompt.txt
           You are running inside the lancedb repository on a GitHub Actions runner. Update the Lance dependency to version ${VERSION} and prepare a pull request for maintainers to review.
 
           Follow these steps exactly:
-          1. Use script "ci/set_lance_version.py" to update Lance dependencies. The script already refreshes Cargo metadata, so allow it to finish even if it takes time.
-          2. Run "cargo clippy --workspace --tests --all-features -- -D warnings". If diagnostics appear, fix them yourself and rerun clippy until it exits cleanly. Do not skip any warnings.
-          3. After clippy succeeds, run "cargo fmt --all" to format the workspace.
-          4. Ensure the repository is clean except for intentional changes. Inspect "git status --short" and "git diff" to confirm the dependency update and any required fixes.
-          5. Create and switch to a new branch named "${BRANCH_NAME}" (replace any duplicated hyphens if necessary).
-          6. Stage all relevant files with "git add -A". Commit using the message "chore: update lance dependency to v${VERSION}".
-          7. Push the branch to origin. If the branch already exists, force-push your changes.
-          8. env "GH_TOKEN" is available, use "gh" tools for github related operations like creating pull request.
-          9. Create a pull request targeting "main" with title "chore: update lance dependency to v${VERSION}". In the body, summarize the dependency bump, clippy/fmt verification, and link the triggering tag (${TAG}).
-          10. After creating the PR, display the PR URL, "git status --short", and a concise summary of the commands run and their results.
+          1. Use script "ci/set_lance_version.py" to update Lance Rust dependencies. The script already refreshes Cargo metadata, so allow it to finish even if it takes time.
+          2. Update the Java lance-core dependency version in "java/pom.xml": change the "<lance-core.version>...</lance-core.version>" property to "${VERSION}".
+          3. Run "cargo clippy --workspace --tests --all-features -- -D warnings". If diagnostics appear, fix them yourself and rerun clippy until it exits cleanly. Do not skip any warnings.
+          4. After clippy succeeds, run "cargo fmt --all" to format the workspace.
+          5. Ensure the repository is clean except for intentional changes. Inspect "git status --short" and "git diff" to confirm the dependency update and any required fixes.
+          6. Create and switch to a new branch named "${BRANCH_NAME}" (replace any duplicated hyphens if necessary).
+          7. Stage all relevant files with "git add -A". Commit using the message "${COMMIT_TYPE}: update lance dependency to v${VERSION}".
+          8. Push the branch to origin. If the remote branch already exists, delete it first with "gh api -X DELETE repos/lancedb/lancedb/git/refs/heads/${BRANCH_NAME}" then push with "git push origin ${BRANCH_NAME}". Do NOT use "git push --force" or "git push -f".
+          9. env "GH_TOKEN" is available, use "gh" tools for github related operations like creating pull request.
+          10. Create a pull request targeting "main" with title "${COMMIT_TYPE}: update lance dependency to v${VERSION}". First, write the PR body to /tmp/pr-body.md using a heredoc (cat <<'EOF' > /tmp/pr-body.md). The body should summarize the dependency bump, clippy/fmt verification, and link the triggering tag (${TAG}). Then run "gh pr create --body-file /tmp/pr-body.md".
+          11. After creating the PR, display the PR URL, "git status --short", and a concise summary of the commands run and their results.
 
           Constraints:
           - Use bash commands; avoid modifying GitHub workflow files other than through the scripted task above.

.github/workflows/dev.yml

@@ -15,7 +15,7 @@ jobs:
     name: Label PR
     runs-on: ubuntu-latest
     steps:
-      - uses: srvaroa/labeler@master
+      - uses: srvaroa/labeler@v1
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
   commitlint:
@@ -24,7 +24,7 @@ jobs:
     name: Verify PR title / description conforms to semantic-release
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/setup-node@v3
+      - uses: actions/setup-node@v4
         with:
           node-version: "18"
       # These rules are disabled because Github will always ensure there
@@ -47,7 +47,7 @@ jobs:
 
             ${{ github.event.pull_request.body }}
       - if: failure()
-        uses: actions/github-script@v6
+        uses: actions/github-script@v7
         with:
           script: |
             const message = `**ACTION NEEDED**

.github/workflows/docs.yml

@@ -41,7 +41,7 @@ jobs:
           sudo apt install -y protobuf-compiler libssl-dev
           rustup update && rustup default
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: "3.10"
           cache: "pip"
@@ -53,7 +53,7 @@ jobs:
           python -m pip install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ -e .
           python -m pip install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ -r ../docs/requirements.txt
       - name: Set up node
-        uses: actions/setup-node@v3
+        uses: actions/setup-node@v4
         with:
           node-version: 20
           cache: 'npm'
@@ -68,7 +68,7 @@ jobs:
         run: |
           PYTHONPATH=. mkdocs build
       - name: Setup Pages
-        uses: actions/configure-pages@v2
+        uses: actions/configure-pages@v5
       - name: Upload artifact
         uses: actions/upload-pages-artifact@v3
         with:

.github/workflows/nodejs.yml

@@ -7,7 +7,10 @@ on:
   pull_request:
     paths:
       - Cargo.toml
+      - Cargo.lock
       - nodejs/**
+      - rust/**
+      - docs/src/js/**
       - .github/workflows/nodejs.yml
       - docker-compose.yml
 
@@ -35,7 +38,7 @@ jobs:
       with:
         fetch-depth: 0
         lfs: true
-    - uses: actions/setup-node@v3
+    - uses: actions/setup-node@v4
       with:
         node-version: 20
         cache: 'npm'
@@ -75,9 +78,12 @@ jobs:
       with:
         fetch-depth: 0
         lfs: true
-    - uses: actions/setup-node@v3
+    - uses: actions/setup-node@v4
+      name: Setup Node.js 20 for build
       with:
-        node-version: ${{ matrix.node-version }}
+        # @napi-rs/cli v3 requires Node >= 20.12 (via @inquirer/prompts@8).
+        # Build always on Node 20; tests run on the matrix version below.
+        node-version: 20
         cache: 'npm'
         cache-dependency-path: nodejs/package-lock.json
     - uses: Swatinem/rust-cache@v2
@@ -85,12 +91,16 @@ jobs:
       run: |
         sudo apt update
         sudo apt install -y protobuf-compiler libssl-dev
-        npm install -g @napi-rs/cli
     - name: Build
       run: |
         npm ci --include=optional
         npm run build:debug -- --profile ci
-        npm run tsc
+    - uses: actions/setup-node@v4
+      name: Setup Node.js ${{ matrix.node-version }} for test
+      with:
+        node-version: ${{ matrix.node-version }}
+    - name: Compile TypeScript
+      run: npm run tsc
     - name: Setup localstack
       working-directory: .
       run: docker compose up --detach --wait
@@ -134,7 +144,7 @@ jobs:
       with:
         fetch-depth: 0
         lfs: true
-    - uses: actions/setup-node@v3
+    - uses: actions/setup-node@v4
       with:
         node-version: 20
         cache: 'npm'
@@ -143,7 +153,6 @@ jobs:
     - name: Install dependencies
       run: |
         brew install protobuf
-        npm install -g @napi-rs/cli
     - name: Build
       run: |
         npm ci --include=optional

.github/workflows/npm-publish.yml

@@ -19,6 +19,7 @@ on:
     paths:
       - .github/workflows/npm-publish.yml
       - Cargo.toml # Change in dependency frequently breaks builds
+      - Cargo.lock
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -124,20 +125,22 @@ jobs:
             pre_build: |-
               set -e &&
               apt-get update &&
-              apt-get install -y protobuf-compiler pkg-config
+              apt-get install -y protobuf-compiler pkg-config &&
+              # The base image (manylinux2014-cross) sets TARGET_CC to the old
+              # GCC 4.8 cross-compiler. aws-lc-sys checks TARGET_CC before CC,
+              # so it picks up GCC even though the napi-rs image sets CC=clang.
+              # Override to use the image's clang-18 which supports -fuse-ld=lld.
+              export TARGET_CC=clang TARGET_CXX=clang++
           - target: x86_64-unknown-linux-musl
             # This one seems to need some extra memory
             host: ubuntu-2404-8x-x64
-            # https://github.com/napi-rs/napi-rs/blob/main/alpine.Dockerfile
-            docker: ghcr.io/napi-rs/napi-rs/nodejs-rust:lts-alpine
             features: fp16kernels
             pre_build: |-
               set -e &&
-              apk add protobuf-dev curl &&
-              ln -s /usr/lib/gcc/x86_64-alpine-linux-musl/14.2.0/crtbeginS.o /usr/lib/crtbeginS.o &&
-              ln -s /usr/lib/libgcc_s.so /usr/lib/libgcc.so &&
-              CC=gcc &&
-              CXX=g++
+              sudo apt-get update &&
+              sudo apt-get install -y protobuf-compiler pkg-config &&
+              rustup target add x86_64-unknown-linux-musl &&
+              export EXTRA_ARGS="-x"
           - target: aarch64-unknown-linux-gnu
             host: ubuntu-2404-8x-x64
             # https://github.com/napi-rs/napi-rs/blob/main/debian-aarch64.Dockerfile
@@ -147,21 +150,20 @@ jobs:
               set -e &&
               apt-get update &&
               apt-get install -y protobuf-compiler pkg-config &&
-              # https://github.com/aws/aws-lc-rs/issues/737#issuecomment-2725918627
-              ln -s /usr/aarch64-unknown-linux-gnu/lib/gcc/aarch64-unknown-linux-gnu/4.8.5/crtbeginS.o /usr/aarch64-unknown-linux-gnu/aarch64-unknown-linux-gnu/sysroot/usr/lib/crtbeginS.o &&
-              ln -s /usr/aarch64-unknown-linux-gnu/lib/gcc /usr/aarch64-unknown-linux-gnu/aarch64-unknown-linux-gnu/sysroot/usr/lib/gcc &&
+              export TARGET_CC=clang TARGET_CXX=clang++ &&
+              # The manylinux2014 sysroot has glibc 2.17 headers which lack
+              # AT_HWCAP2 (added in Linux 3.17). Define it for aws-lc-sys.
+              export CFLAGS="$CFLAGS -DAT_HWCAP2=26" &&
               rustup target add aarch64-unknown-linux-gnu
           - target: aarch64-unknown-linux-musl
             host: ubuntu-2404-8x-x64
-            # https://github.com/napi-rs/napi-rs/blob/main/alpine.Dockerfile
-            docker: ghcr.io/napi-rs/napi-rs/nodejs-rust:lts-alpine
             features: ","
             pre_build: |-
               set -e &&
-              apk add protobuf-dev &&
+              sudo apt-get update &&
+              sudo apt-get install -y protobuf-compiler &&
               rustup target add aarch64-unknown-linux-musl &&
-              export CC_aarch64_unknown_linux_musl=aarch64-linux-musl-gcc &&
-              export CXX_aarch64_unknown_linux_musl=aarch64-linux-musl-g++
+              export EXTRA_ARGS="-x"
     name: build - ${{ matrix.settings.target }}
     runs-on: ${{ matrix.settings.host }}
     defaults:
@@ -192,12 +194,18 @@ jobs:
             .cargo-cache
             target/
           key: nodejs-${{ matrix.settings.target }}-cargo-${{ matrix.settings.host }}
-      - name: Setup toolchain
-        run: ${{ matrix.settings.setup }}
-        if: ${{ matrix.settings.setup }}
-        shell: bash
       - name: Install dependencies
         run: npm ci
+      - name: Install Zig
+        uses: mlugg/setup-zig@v2
+        if: ${{ contains(matrix.settings.target, 'musl') }}
+        with:
+          version: 0.14.1
+      - name: Install cargo-zigbuild
+        uses: taiki-e/install-action@v2
+        if: ${{ contains(matrix.settings.target, 'musl') }}
+        with:
+          tool: cargo-zigbuild
       - name: Build in docker
         uses: addnab/docker-run-action@v3
         if: ${{ matrix.settings.docker }}
@@ -210,24 +218,24 @@ jobs:
           run: |
             set -e
             ${{ matrix.settings.pre_build }}
-            npx napi build --platform  --release --no-const-enum \
+            npx napi build --platform --release \
               --features ${{ matrix.settings.features }} \
               --target ${{ matrix.settings.target }} \
               --dts ../lancedb/native.d.ts \
               --js ../lancedb/native.js \
               --strip \
-              dist/
+              --output-dir dist/
       - name: Build
         run: |
           ${{ matrix.settings.pre_build }}
-          npx napi build --platform  --release --no-const-enum \
+          npx napi build --platform --release \
               --features ${{ matrix.settings.features }} \
               --target ${{ matrix.settings.target }} \
               --dts ../lancedb/native.d.ts \
               --js ../lancedb/native.js \
               --strip \
               $EXTRA_ARGS \
-              dist/
+              --output-dir dist/
         if: ${{ !matrix.settings.docker }}
         shell: bash
       - name: Upload artifact
@@ -265,7 +273,7 @@ jobs:
           - target: x86_64-unknown-linux-gnu
             host: ubuntu-latest
           - target: aarch64-unknown-linux-gnu
-            host: buildjet-16vcpu-ubuntu-2204-arm
+            host: ubuntu-2404-8x-arm64
         node:
           - '20'
     runs-on: ${{ matrix.settings.host }}
@@ -318,7 +326,7 @@ jobs:
       - name: Setup node
         uses: actions/setup-node@v4
         with:
-          node-version: 20
+          node-version: 24
           cache: npm
           cache-dependency-path: nodejs/package-lock.json
           registry-url: "https://registry.npmjs.org"
@@ -348,14 +356,15 @@ jobs:
         run: find npm
       - name: Publish
         env:
-          NODE_AUTH_TOKEN: ${{ secrets.LANCEDB_NPM_REGISTRY_TOKEN }}
           DRY_RUN: ${{ !startsWith(github.ref, 'refs/tags/v') }}
         run: |
+          npm config set provenance true
           ARGS="--access public"
           if [[ $DRY_RUN == "true" ]]; then
             ARGS="$ARGS --dry-run"
           fi
-          if [[ $GITHUB_REF =~ refs/tags/v(.*)-beta.* ]]; then
+          VERSION=$(node -p "require('./package.json').version")
+          if [[ $VERSION == *-* ]]; then
             ARGS="$ARGS --tag preview"
           fi
           npm publish $ARGS
@@ -363,7 +372,7 @@ jobs:
     name: Report Workflow Failure
     runs-on: ubuntu-latest
     needs: [build-lancedb, test-lancedb, publish]
-    if: always() && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
+    if: always() && failure() && startsWith(github.ref, 'refs/tags/v')
     permissions:
       contents: read
       issues: write

.github/workflows/pypi-publish.yml

@@ -9,6 +9,7 @@ on:
     paths:
       - .github/workflows/pypi-publish.yml
       - Cargo.toml # Change in dependency frequently breaks builds
+      - Cargo.lock
 
 env:
   PIP_EXTRA_INDEX_URL: "https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/"
@@ -44,12 +45,12 @@ jobs:
           fetch-depth: 0
           lfs: true
       - name: Set up Python
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v6
         with:
-          python-version: 3.8
+          python-version: "3.10"
       - uses: ./.github/workflows/build_linux_wheel
         with:
-          python-minor-version: 8
+          python-minor-version: 10
           args: "--release --strip ${{ matrix.config.extra_args }}"
           arm-build: ${{ matrix.config.platform == 'aarch64' }}
           manylinux: ${{ matrix.config.manylinux }}
@@ -74,12 +75,12 @@ jobs:
           fetch-depth: 0
           lfs: true
       - name: Set up Python
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v6
         with:
-          python-version: 3.12
+          python-version: "3.13"
       - uses: ./.github/workflows/build_mac_wheel
         with:
-          python-minor-version: 8
+          python-minor-version: 10
           args: "--release --strip --target ${{ matrix.config.target }} --features fp16kernels"
       - uses: ./.github/workflows/upload_wheel
         if: startsWith(github.ref, 'refs/tags/python-v')
@@ -95,12 +96,12 @@ jobs:
           fetch-depth: 0
           lfs: true
       - name: Set up Python
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v6
         with:
-          python-version: 3.12
+          python-version: "3.13"
       - uses: ./.github/workflows/build_windows_wheel
         with:
-          python-minor-version: 8
+          python-minor-version: 10
           args: "--release --strip"
           vcpkg_token: ${{ secrets.VCPKG_GITHUB_PACKAGES }}
       - uses: ./.github/workflows/upload_wheel
@@ -181,7 +182,7 @@ jobs:
     permissions:
       contents: read
       issues: write
-    if: always() && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
+    if: always() && failure() && startsWith(github.ref, 'refs/tags/python-v')
     steps:
       - uses: actions/checkout@v4
       - uses: ./.github/actions/create-failure-issue

.github/workflows/python.yml

@@ -7,8 +7,14 @@ on:
   pull_request:
     paths:
       - Cargo.toml
+      - Cargo.lock
       - python/**
+      - rust/**
       - .github/workflows/python.yml
+      - .github/workflows/build_linux_wheel/**
+      - .github/workflows/build_mac_wheel/**
+      - .github/workflows/build_windows_wheel/**
+      - .github/workflows/run_tests/**
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
@@ -36,9 +42,9 @@ jobs:
           fetch-depth: 0
           lfs: true
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
-          python-version: "3.12"
+          python-version: "3.13"
       - name: Install ruff
         run: |
           pip install ruff==0.9.9
@@ -61,9 +67,9 @@ jobs:
           fetch-depth: 0
           lfs: true
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
-          python-version: "3.12"
+          python-version: "3.13"
       - name: Install protobuf compiler
         run: |
           sudo apt update
@@ -90,9 +96,9 @@ jobs:
           fetch-depth: 0
           lfs: true
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
-          python-version: "3.12"
+          python-version: "3.13"
           cache: "pip"
       - name: Install protobuf
         run: |
@@ -110,7 +116,7 @@ jobs:
     timeout-minutes: 30
     strategy:
       matrix:
-        python-minor-version: ["9", "12"]
+        python-minor-version: ["10", "13"]
     runs-on: "ubuntu-24.04"
     defaults:
       run:
@@ -126,7 +132,7 @@ jobs:
           sudo apt update
           sudo apt install -y protobuf-compiler
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.${{ matrix.python-minor-version }}
       - uses: ./.github/workflows/build_linux_wheel
@@ -156,9 +162,9 @@ jobs:
           fetch-depth: 0
           lfs: true
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
-          python-version: "3.12"
+          python-version: "3.13"
       - uses: ./.github/workflows/build_mac_wheel
         with:
           args: --profile ci
@@ -185,9 +191,9 @@ jobs:
           fetch-depth: 0
           lfs: true
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
-          python-version: "3.12"
+          python-version: "3.13"
       - uses: ./.github/workflows/build_windows_wheel
         with:
           args: --profile ci
@@ -212,9 +218,9 @@ jobs:
           sudo apt update
           sudo apt install -y protobuf-compiler
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
-          python-version: 3.9
+          python-version: "3.10"
       - name: Install lancedb
         run: |
           pip install "pydantic<2"

.github/workflows/rust.yml

@@ -7,6 +7,7 @@ on:
   pull_request:
     paths:
       - Cargo.toml
+      - Cargo.lock
       - rust/**
       - .github/workflows/rust.yml
 
@@ -48,6 +49,8 @@ jobs:
         run: cargo fmt --all -- --check
       - name: Run clippy
         run: cargo clippy --profile ci --workspace --tests --all-features -- -D warnings
+      - name: Run clippy (without remote feature)
+        run: cargo clippy --profile ci --workspace --tests -- -D warnings
 
   build-no-lock:
     runs-on: ubuntu-24.04
@@ -98,7 +101,9 @@ jobs:
           lfs: true
       - uses: Swatinem/rust-cache@v2
       - name: Install dependencies
-        run: sudo apt install -y protobuf-compiler libssl-dev
+        run: |
+          sudo apt update
+          sudo apt install -y protobuf-compiler libssl-dev
       - uses: rui314/setup-mold@v1
       - name: Make Swap
         run: |
@@ -167,13 +172,13 @@ jobs:
       - name: Build
         run: |
           $env:VCPKG_ROOT = $env:VCPKG_INSTALLATION_ROOT
-          cargo build --profile ci --features remote --tests --locked --target ${{ matrix.target }}
+          cargo build --profile ci --features aws,remote --tests --locked --target ${{ matrix.target }}
       - name: Run tests
         # Can only run tests when target matches host
         if: ${{ matrix.target == 'x86_64-pc-windows-msvc' }}
         run: |
           $env:VCPKG_ROOT = $env:VCPKG_INSTALLATION_ROOT
-          cargo test --profile ci --features remote --locked
+          cargo test --profile ci --features aws,remote --locked
 
   msrv:
     # Check the minimum supported Rust version
@@ -181,7 +186,7 @@ jobs:
     runs-on: ubuntu-24.04
     strategy:
       matrix:
-        msrv: ["1.78.0"] # This should match up with rust-version in Cargo.toml
+        msrv: ["1.91.0"] # This should match up with rust-version in Cargo.toml
     env:
       # Need up-to-date compilers for kernels
       CC: clang-18
@@ -212,4 +217,6 @@ jobs:
           cargo update -p aws-sdk-sts --precise 1.51.0
           cargo update -p home --precise 0.5.9
       - name: cargo +${{ matrix.msrv }} check
+        env:
+          RUSTUP_TOOLCHAIN: ${{ matrix.msrv }}
         run: cargo check --profile ci --workspace --tests --benches --all-features

Cargo.toml

@@ -5,49 +5,52 @@ exclude = ["python"]
 resolver = "2"
 
 [workspace.package]
-edition = "2021"
+edition = "2024"
 authors = ["LanceDB Devs <dev@lancedb.com>"]
 license = "Apache-2.0"
 repository = "https://github.com/lancedb/lancedb"
 description = "Serverless, low-latency vector database for AI applications"
 keywords = ["lancedb", "lance", "database", "vector", "search"]
 categories = ["database-implementations"]
-rust-version = "1.78.0"
+rust-version = "1.91.0"
 
 [workspace.dependencies]
-lance = { "version" = "=1.0.0", default-features = false, "tag" = "v1.0.0", "git" = "https://github.com/lance-format/lance.git" }
-lance-core = { "version" = "=1.0.0", "tag" = "v1.0.0", "git" = "https://github.com/lance-format/lance.git" }
-lance-datagen = { "version" = "=1.0.0", "tag" = "v1.0.0", "git" = "https://github.com/lance-format/lance.git" }
-lance-file = { "version" = "=1.0.0", "tag" = "v1.0.0", "git" = "https://github.com/lance-format/lance.git" }
-lance-io = { "version" = "=1.0.0", default-features = false, "tag" = "v1.0.0", "git" = "https://github.com/lance-format/lance.git" }
-lance-index = { "version" = "=1.0.0", "tag" = "v1.0.0", "git" = "https://github.com/lance-format/lance.git" }
-lance-linalg = { "version" = "=1.0.0", "tag" = "v1.0.0", "git" = "https://github.com/lance-format/lance.git" }
-lance-namespace = { "version" = "=1.0.0", "tag" = "v1.0.0", "git" = "https://github.com/lance-format/lance.git" }
-lance-namespace-impls = { "version" = "=1.0.0", default-features = false, "tag" = "v1.0.0", "git" = "https://github.com/lance-format/lance.git" }
-lance-table = { "version" = "=1.0.0", "tag" = "v1.0.0", "git" = "https://github.com/lance-format/lance.git" }
-lance-testing = { "version" = "=1.0.0", "tag" = "v1.0.0", "git" = "https://github.com/lance-format/lance.git" }
-lance-datafusion = { "version" = "=1.0.0", "tag" = "v1.0.0", "git" = "https://github.com/lance-format/lance.git" }
-lance-encoding = { "version" = "=1.0.0", "tag" = "v1.0.0", "git" = "https://github.com/lance-format/lance.git" }
-lance-arrow = { "version" = "=1.0.0", "tag" = "v1.0.0", "git" = "https://github.com/lance-format/lance.git" }
+lance = { version = "=3.0.0", default-features = false }
+lance-core = { version = "=3.0.0" }
+lance-datagen = { version = "=3.0.0" }
+lance-file = { version = "=3.0.0" }
+lance-io = { version = "=3.0.0", default-features = false }
+lance-index = { version = "=3.0.0" }
+lance-linalg = { version = "=3.0.0" }
+lance-namespace = { version = "=3.0.0" }
+lance-namespace-impls = { version = "=3.0.0", default-features = false }
+lance-table = { version = "=3.0.0" }
+lance-testing = { version = "=3.0.0" }
+lance-datafusion = { version = "=3.0.0" }
+lance-encoding = { version = "=3.0.0" }
+lance-arrow = { version = "=3.0.0" }
 ahash = "0.8"
 # Note that this one does not include pyarrow
-arrow = { version = "56.2", optional = false }
-arrow-array = "56.2"
-arrow-data = "56.2"
-arrow-ipc = "56.2"
-arrow-ord = "56.2"
-arrow-schema = "56.2"
-arrow-select = "56.2"
-arrow-cast = "56.2"
+arrow = { version = "57.2", optional = false }
+arrow-array = "57.2"
+arrow-data = "57.2"
+arrow-ipc = "57.2"
+arrow-ord = "57.2"
+arrow-schema = "57.2"
+arrow-select = "57.2"
+arrow-cast = "57.2"
 async-trait = "0"
-datafusion = { version = "50.1", default-features = false }
-datafusion-catalog = "50.1"
-datafusion-common = { version = "50.1", default-features = false }
-datafusion-execution = "50.1"
-datafusion-expr = "50.1"
-datafusion-physical-plan = "50.1"
+datafusion = { version = "52.1", default-features = false }
+datafusion-catalog = "52.1"
+datafusion-common = { version = "52.1", default-features = false }
+datafusion-execution = "52.1"
+datafusion-expr = "52.1"
+datafusion-functions = "52.1"
+datafusion-physical-plan = "52.1"
+datafusion-physical-expr = "52.1"
+datafusion-sql = "52.1"
 env_logger = "0.11"
-half = { "version" = "2.6.0", default-features = false, features = [
+half = { "version" = "2.7.1", default-features = false, features = [
     "num-traits",
 ] }
 futures = "0"

Makefile

@@ -0,0 +1,9 @@
+.PHONY: licenses
+
+licenses:
+	cargo about generate about.hbs -o RUST_THIRD_PARTY_LICENSES.html -c about.toml
+	cd python && cargo about generate ../about.hbs -o RUST_THIRD_PARTY_LICENSES.html -c ../about.toml
+	cd python && uv sync --all-extras && uv tool run pip-licenses --python .venv/bin/python --format=markdown --with-urls --output-file=PYTHON_THIRD_PARTY_LICENSES.md
+	cd nodejs && cargo about generate ../about.hbs -o RUST_THIRD_PARTY_LICENSES.html -c ../about.toml
+	cd nodejs && npx license-checker --markdown --out NODEJS_THIRD_PARTY_LICENSES.md
+	cd java && ./mvnw license:aggregate-add-third-party -q

README.md

@@ -66,7 +66,7 @@ Follow the [Quickstart](https://lancedb.com/docs/quickstart/) doc to set up Lanc
 | 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/introduction |
+| REST API | https://docs.lancedb.com/api-reference/rest |
 
 ## **Join Us and Contribute**
 

about.hbs

@@ -0,0 +1,70 @@
+<html>
+
+<head>
+    <style>
+        @media (prefers-color-scheme: dark) {
+            body {
+                background: #333;
+                color: white;
+            }
+            a {
+                color: skyblue;
+            }
+        }
+        .container {
+            font-family: sans-serif;
+            max-width: 800px;
+            margin: 0 auto;
+        }
+        .intro {
+            text-align: center;
+        }
+        .licenses-list {
+            list-style-type: none;
+            margin: 0;
+            padding: 0;
+        }
+        .license-used-by {
+            margin-top: -10px;
+        }
+        .license-text {
+            max-height: 200px;
+            overflow-y: scroll;
+            white-space: pre-wrap;
+        }
+    </style>
+</head>
+
+<body>
+    <main class="container">
+        <div class="intro">
+            <h1>Third Party Licenses</h1>
+            <p>This page lists the licenses of the projects used in cargo-about.</p>
+        </div>
+    
+        <h2>Overview of licenses:</h2>
+        <ul class="licenses-overview">
+            {{#each overview}}
+            <li><a href="#{{id}}">{{name}}</a> ({{count}})</li>
+            {{/each}}
+        </ul>
+
+        <h2>All license text:</h2>
+        <ul class="licenses-list">
+            {{#each licenses}}
+            <li class="license">
+                <h3 id="{{id}}">{{name}}</h3>
+                <h4>Used by:</h4>
+                <ul class="license-used-by">
+                    {{#each used_by}}
+                    <li><a href="{{#if crate.repository}} {{crate.repository}} {{else}} https://crates.io/crates/{{crate.name}} {{/if}}">{{crate.name}} {{crate.version}}</a></li>
+                    {{/each}}
+                </ul>
+                <pre class="license-text">{{text}}</pre>
+            </li>
+            {{/each}}
+        </ul>
+    </main>
+</body>
+
+</html>

about.toml

@@ -0,0 +1,18 @@
+accepted = [
+    "0BSD",
+    "Apache-2.0",
+    "Apache-2.0 WITH LLVM-exception",
+    "BSD-2-Clause",
+    "BSD-3-Clause",
+    "BSL-1.0",
+    "bzip2-1.0.6",
+    "CC0-1.0",
+    "CDDL-1.0",
+    "CDLA-Permissive-2.0",
+    "ISC",
+    "MIT",
+    "MPL-2.0",
+    "OpenSSL",
+    "Unicode-3.0",
+    "Zlib",
+]

ci/run_with_test_connection.sh

@@ -16,7 +16,7 @@ check_command_exists() {
 }
 
 if [[ ! -e ./lancedb ]]; then
-    if [[ -v SOPHON_READ_TOKEN ]]; then
+    if [[ x${SOPHON_READ_TOKEN} != "x" ]]; then
         INPUT="lancedb-linux-x64"
         gh release \
             --repo lancedb/lancedb \

docker-compose.yml

@@ -1,7 +1,7 @@
 version: "3.9"
 services:
   localstack:
-    image: localstack/localstack:3.3
+    image: localstack/localstack:4.0
     ports:
       - 4566:4566
     environment:

dockerfiles/Dockerfile

@@ -1,27 +1,27 @@
-#Simple base dockerfile that supports basic dependencies required to run lance with FTS and Hybrid Search
-#Usage docker build -t lancedb:latest -f Dockerfile .
-FROM python:3.10-slim-buster
+# Simple base dockerfile that supports basic dependencies required to run lance with FTS and Hybrid Search
+# Usage: docker build -t lancedb:latest -f Dockerfile .
+FROM python:3.12-slim-bookworm
 
-# Install Rust
-RUN apt-get update && apt-get install -y curl build-essential && \
-  curl https://sh.rustup.rs -sSf | sh -s -- -y
-
-# Set the environment variable for Rust
-ENV PATH="/root/.cargo/bin:${PATH}"
-
-# Install protobuf compiler
-RUN apt-get install -y protobuf-compiler && \
+# Install build dependencies in a single layer
+RUN apt-get update && \
+  apt-get install -y --no-install-recommends \
+    curl \
+    build-essential \
+    protobuf-compiler \
+    git \
+    ca-certificates && \
   apt-get clean && \
   rm -rf /var/lib/apt/lists/*
 
-RUN apt-get -y update &&\
-  apt-get -y upgrade && \
-  apt-get -y install git
+# Install Rust (pinned installer, non-interactive)
+RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y --default-toolchain stable --profile minimal
 
+# Set the environment variable for Rust
+ENV PATH="/root/.cargo/bin:${PATH}"
 
 # Verify installations
 RUN python --version && \
   rustc --version && \
   protoc --version
 
-RUN pip install tantivy lancedb
+RUN pip install --no-cache-dir tantivy lancedb

docs/mkdocs.yml

@@ -11,7 +11,7 @@ watch:
 theme:
   name: "material"
   logo: assets/logo.png
-  favicon: assets/logo.png
+  favicon: assets/favicon.ico
   palette:
     # Palette toggle for light mode
     - scheme: lancedb
@@ -32,8 +32,6 @@ theme:
     - content.tooltips
     - toc.follow
     - navigation.top
-    - navigation.tabs
-    - navigation.tabs.sticky
     - navigation.footer
     - navigation.tracking
     - navigation.instant
@@ -54,14 +52,21 @@ plugins:
           options:
             docstring_style: numpy
             heading_level: 3
-            show_source: true
-            show_symbol_type_in_heading: true
             show_signature_annotations: true
             show_root_heading: true
+            show_docstring_examples: true
+            show_docstring_attributes: false
+            show_docstring_other_parameters: true
+            show_symbol_type_heading: true
+            show_labels: false
+            show_if_no_docstring: true
+            show_source: false
             members_order: source
             docstring_section_style: list
             signature_crossrefs: true
             separate_signature: true
+            filters:
+              - "!^_"
           import:
             # for cross references
             - https://arrow.apache.org/docs/objects.inv
@@ -115,12 +120,13 @@ markdown_extensions:
       emoji_index: !!python/name:material.extensions.emoji.twemoji
       emoji_generator: !!python/name:material.extensions.emoji.to_svg
   - markdown.extensions.toc:
-      baselevel: 1
-      permalink: ""
+      toc_depth: 4
+      permalink: true
+      permalink_title: Anchor link to this section
 
 nav:
-  - API reference:
-      - Overview: index.md
+  - Documentation:
+      - SDK Reference: index.md
       - Python: python/python.md
       - Javascript/TypeScript: js/globals.md
       - Java: java/java.md

docs/requirements.txt

@@ -1,9 +1,9 @@
 mkdocs==1.5.3
 mkdocs-jupyter==0.24.1
 mkdocs-material==9.5.3
-mkdocs-autorefs<=1.0
+mkdocs-autorefs>=0.5,<=1.0
 mkdocstrings[python]==0.25.2
-griffe
-mkdocs-render-swagger-plugin
-pydantic
-mkdocs-redirects
+griffe>=0.40,<1.0
+mkdocs-render-swagger-plugin>=0.1.0
+pydantic>=2.0,<3.0
+mkdocs-redirects>=1.2.0

docs/src/embeddings/available_embedding_models/multimodal_embedding_functions/voyageai_multimodal_embedding.md

@@ -0,0 +1,111 @@
+# VoyageAI Embeddings : Multimodal
+
+VoyageAI embeddings can also be used to embed both text and image data, only some of the models support image data and you can check the list
+under [https://docs.voyageai.com/docs/multimodal-embeddings](https://docs.voyageai.com/docs/multimodal-embeddings)
+
+Supported multimodal models:
+
+- `voyage-multimodal-3` - 1024 dimensions (text + images)
+- `voyage-multimodal-3.5` - Flexible dimensions (256, 512, 1024 default, 2048). Supports text, images, and video.
+
+### Video Support (voyage-multimodal-3.5)
+
+The `voyage-multimodal-3.5` model supports video input through:
+- Video URLs (`.mp4`, `.webm`, `.mov`, `.avi`, `.mkv`, `.m4v`, `.gif`)
+- Video file paths
+
+Constraints: Max 20MB video size.
+
+Supported parameters (to be passed in `create` method) are:
+
+| Parameter | Type | Default Value           | Description                               |
+|---|---|-------------------------|-------------------------------------------|
+| `name` | `str` | `"voyage-multimodal-3"` | The model ID of the VoyageAI model to use |
+| `output_dimension` | `int` | `None` | Output dimension for voyage-multimodal-3.5. Valid: 256, 512, 1024, 2048 |
+
+Usage Example:
+
+```python
+import base64
+import os
+from io import BytesIO
+
+import requests
+import lancedb
+from lancedb.pydantic import LanceModel, Vector
+from lancedb.embeddings import get_registry
+import pandas as pd
+
+os.environ['VOYAGE_API_KEY'] = 'YOUR_VOYAGE_API_KEY'
+
+db = lancedb.connect(".lancedb")
+func = get_registry().get("voyageai").create(name="voyage-multimodal-3")
+
+
+def image_to_base64(image_bytes: bytes):
+    buffered = BytesIO(image_bytes)
+    img_str = base64.b64encode(buffered.getvalue())
+    return img_str.decode("utf-8")
+
+
+class Images(LanceModel):
+    label: str
+    image_uri: str = func.SourceField()  # image uri as the source
+    image_bytes: str = func.SourceField()  # image bytes base64 encoded as the source
+    vector: Vector(func.ndims()) = func.VectorField()  # vector column
+    vec_from_bytes: Vector(func.ndims()) = func.VectorField()  # Another vector column
+
+
+if "images" in db.table_names():
+    db.drop_table("images")
+table = db.create_table("images", schema=Images)
+labels = ["cat", "cat", "dog", "dog", "horse", "horse"]
+uris = [
+    "http://farm1.staticflickr.com/53/167798175_7c7845bbbd_z.jpg",
+    "http://farm1.staticflickr.com/134/332220238_da527d8140_z.jpg",
+    "http://farm9.staticflickr.com/8387/8602747737_2e5c2a45d4_z.jpg",
+    "http://farm5.staticflickr.com/4092/5017326486_1f46057f5f_z.jpg",
+    "http://farm9.staticflickr.com/8216/8434969557_d37882c42d_z.jpg",
+    "http://farm6.staticflickr.com/5142/5835678453_4f3a4edb45_z.jpg",
+]
+# get each uri as bytes
+images_bytes = [image_to_base64(requests.get(uri).content) for uri in uris]
+table.add(
+    pd.DataFrame({"label": labels, "image_uri": uris, "image_bytes": images_bytes})
+)
+```
+Now we can search using text from both the default vector column and the custom vector column
+```python
+
+# text search
+actual = table.search("man's best friend", "vec_from_bytes").limit(1).to_pydantic(Images)[0]
+print(actual.label) # prints "dog"
+
+frombytes = (
+    table.search("man's best friend", vector_column_name="vec_from_bytes")
+    .limit(1)
+    .to_pydantic(Images)[0]
+)
+print(frombytes.label)
+
+```
+
+Because we're using a multi-modal embedding function, we can also search using images
+
+```python
+# image search
+query_image_uri = "http://farm1.staticflickr.com/200/467715466_ed4a31801f_z.jpg"
+image_bytes = requests.get(query_image_uri).content
+query_image = Image.open(BytesIO(image_bytes))
+actual = table.search(query_image, "vec_from_bytes").limit(1).to_pydantic(Images)[0]
+print(actual.label == "dog")
+
+# image search using a custom vector column
+other = (
+    table.search(query_image, vector_column_name="vec_from_bytes")
+    .limit(1)
+    .to_pydantic(Images)[0]
+)
+print(actual.label)
+
+```

docs/src/embeddings/available_embedding_models/text_embedding_functions/voyageai_embedding.md

@@ -0,0 +1,62 @@
+# VoyageAI Embeddings
+
+Voyage AI provides cutting-edge embedding and rerankers.
+
+
+Using voyageai API requires voyageai package, which can be installed using `pip install voyageai`. Voyage AI embeddings are used to generate embeddings for text data. The embeddings can be used for various tasks like semantic search, clustering, and classification.
+You also need to set the `VOYAGE_API_KEY` environment variable to use the VoyageAI API.
+
+Supported models are:
+
+**Voyage-4 Series (Latest)**
+
+- voyage-4 (1024 dims, general-purpose and multilingual retrieval, 320K batch tokens)
+- voyage-4-lite (1024 dims, optimized for latency and cost, 1M batch tokens)
+- voyage-4-large (1024 dims, best retrieval quality, 120K batch tokens)
+
+**Voyage-3 Series**
+
+- voyage-3
+- voyage-3-lite
+
+**Domain-Specific Models**
+
+- voyage-finance-2
+- voyage-multilingual-2
+- voyage-law-2
+- voyage-code-2
+
+
+Supported parameters (to be passed in `create` method) are:
+
+| Parameter | Type | Default Value | Description |
+|---|---|--------|---------|
+| `name` | `str` | `None` | The model ID of the model to use. Supported base models for Text Embeddings: voyage-4, voyage-4-lite, voyage-4-large, voyage-3, voyage-3-lite, voyage-finance-2, voyage-multilingual-2, voyage-law-2, voyage-code-2 |
+| `input_type` | `str` | `None` | Type of the input text. Default to None. Other options: query, document. |
+| `truncation` | `bool` | `True` | Whether to truncate the input texts to fit within the context length. |
+
+
+Usage Example:
+    
+```python
+    import lancedb
+    from lancedb.pydantic import LanceModel, Vector
+    from lancedb.embeddings import EmbeddingFunctionRegistry
+
+    voyageai = EmbeddingFunctionRegistry
+        .get_instance()
+        .get("voyageai")
+        .create(name="voyage-3")
+
+    class TextModel(LanceModel):
+        text: str = voyageai.SourceField()
+        vector: Vector(voyageai.ndims()) =  voyageai.VectorField()
+
+    data = [ { "text": "hello world" },
+            { "text": "goodbye world" }]
+
+    db = lancedb.connect("~/.lancedb")
+    tbl = db.create_table("test", schema=TextModel, mode="overwrite")
+
+    tbl.add(data)
+```

docs/src/index.md

@@ -1,8 +1,12 @@
-# API Reference
+# SDK Reference
 
-This page contains the API reference for the SDKs supported by the LanceDB team.
+This site contains the API reference for the client SDKs supported by [LanceDB](https://lancedb.com).
 
 - [Python](python/python.md)
 - [JavaScript/TypeScript](js/globals.md)
 - [Java](java/java.md)
-- [Rust](https://docs.rs/lancedb/latest/lancedb/index.html)
+- [Rust](https://docs.rs/lancedb/latest/lancedb/index.html)
+
+!!! info "LanceDB Documentation"
+
+    If you're looking for the full documentation of LanceDB, visit [docs.lancedb.com](https://docs.lancedb.com).

docs/src/java/java.md

@@ -14,7 +14,7 @@ Add the following dependency to your `pom.xml`:
 <dependency>
     <groupId>com.lancedb</groupId>
     <artifactId>lancedb-core</artifactId>
-    <version>0.23.0-beta.1</version>
+    <version>0.27.0</version>
 </dependency>
 ```
 

docs/src/js/classes/Table.md

@@ -71,11 +71,12 @@ Add new columns with defined values.
 
 #### Parameters
 
-* **newColumnTransforms**: [`AddColumnsSql`](../interfaces/AddColumnsSql.md)[]
-    pairs of column names and
-    the SQL expression to use to calculate the value of the new column. These
-    expressions will be evaluated for each row in the table, and can
-    reference existing columns in the table.
+* **newColumnTransforms**: `Field`<`any`> \| `Field`<`any`>[] \| `Schema`<`any`> \| [`AddColumnsSql`](../interfaces/AddColumnsSql.md)[]
+    Either:
+    - An array of objects with column names and SQL expressions to calculate values
+    - A single Arrow Field defining one column with its data type (column will be initialized with null values)
+    - An array of Arrow Fields defining columns with their data types (columns will be initialized with null values)
+    - An Arrow Schema defining columns with their data types (columns will be initialized with null values)
 
 #### Returns
 
@@ -367,6 +368,27 @@ Use [Table.listIndices](Table.md#listindices) to find the names of the indices.
 
 ***
 
+### initialStorageOptions()
+
+```ts
+abstract initialStorageOptions(): Promise<undefined | null | Record<string, string>>
+```
+
+Get the initial storage options that were passed in when opening this table.
+
+For dynamically refreshed options (e.g., credential vending), use
+[Table.latestStorageOptions](Table.md#lateststorageoptions).
+
+Warning: This is an internal API and the return value is subject to change.
+
+#### Returns
+
+`Promise`&lt;`undefined` \| `null` \| `Record`&lt;`string`, `string`&gt;&gt;
+
+The storage options, or undefined if no storage options were configured.
+
+***
+
 ### isOpen()
 
 ```ts
@@ -381,6 +403,28 @@ Return true if the table has not been closed
 
 ***
 
+### latestStorageOptions()
+
+```ts
+abstract latestStorageOptions(): Promise<undefined | null | Record<string, string>>
+```
+
+Get the latest storage options, refreshing from provider if configured.
+
+This method is useful for credential vending scenarios where storage options
+may be refreshed dynamically. If no dynamic provider is configured, this
+returns the initial static options.
+
+Warning: This is an internal API and the return value is subject to change.
+
+#### Returns
+
+`Promise`&lt;`undefined` \| `null` \| `Record`&lt;`string`, `string`&gt;&gt;
+
+The storage options, or undefined if no storage options were configured.
+
+***
+
 ### listIndices()
 
 ```ts
@@ -441,19 +485,7 @@ Modeled after ``VACUUM`` in PostgreSQL.
  - Prune: Removes old versions of the dataset
  - Index: Optimizes the indices, adding new data to existing indices
 
- Experimental API
- ----------------
-
- The optimization process is undergoing active development and may change.
- Our goal with these changes is to improve the performance of optimization and
- reduce the complexity.
-
- That being said, it is essential today to run optimize if you want the best
- performance.  It should be stable and safe to use in production, but it our
- hope that the API may be simplified (or not even need to be called) in the
- future.
-
- The frequency an application shoudl call optimize is based on the frequency of
+ The frequency an application should call optimize is based on the frequency of
  data modifications.  If data is frequently added, deleted, or updated then
  optimize should be run frequently.  A good rule of thumb is to run optimize if
  you have added or modified 100,000 or more records or run more than 20 data
@@ -705,8 +737,11 @@ Create a query that returns a subset of the rows in the table.
 
 #### Parameters
 
-* **rowIds**: `number`[]
+* **rowIds**: readonly (`number` \| `bigint`)[]
     The row ids of the rows to return.
+    Row ids returned by `withRowId()` are `bigint`, so `bigint[]` is supported.
+    For convenience / backwards compatibility, `number[]` is also accepted (for
+    small row ids that fit in a safe integer).
 
 #### Returns
 

docs/src/js/interfaces/DeleteResult.md

@@ -8,6 +8,14 @@
 
 ## Properties
 
+### numDeletedRows
+
+```ts
+numDeletedRows: number;
+```
+
+***
+
 ### version
 
 ```ts

docs/src/js/interfaces/OptimizeOptions.md

@@ -37,3 +37,12 @@ tbl.optimize({cleanupOlderThan: new Date()});
 ```ts
 deleteUnverified: boolean;
 ```
+
+Because they may be part of an in-progress transaction, files newer than
+7 days old are not deleted by default. If you are sure that there are no
+in-progress transactions, then you can set this to true to delete all
+files older than `cleanupOlderThan`.
+
+**WARNING**: This should only be set to true if you can guarantee that
+no other process is currently working on this dataset. Otherwise the
+dataset could be put into a corrupted state.

docs/src/styles/extra.css

@@ -85,17 +85,26 @@
 
 /* Header gradient (only header area) */
 .md-header {
-  background: linear-gradient(90deg, #3B2E58 0%, #F0B7C1 45%, #E55A2B 100%);
+  background: linear-gradient(90deg, #e4d8f8 0%, #F0B7C1 45%, #E55A2B 100%);
   box-shadow: inset 0 1px 0 rgba(255,255,255,0.08), 0 1px 0 rgba(0,0,0,0.08);
 }
 
+/* Improve brand title contrast on the lavender side */
+.md-header__title,
+.md-header__topic,
+.md-header__title .md-ellipsis,
+.md-header__topic .md-ellipsis {
+  color: #2b1b3a;
+  text-shadow: 0 1px 0 rgba(255, 255, 255, 0.25);
+}
+
 /* Same colors as header for tabs (that hold the text) */
 .md-tabs {
-  background: linear-gradient(90deg, #3B2E58 0%, #F0B7C1 45%, #E55A2B 100%);
+  background: linear-gradient(90deg, #e4d8f8 0%, #F0B7C1 45%, #E55A2B 100%);
 }
 
 /* Dark scheme variant */
 [data-md-color-scheme="slate"] .md-header,
 [data-md-color-scheme="slate"] .md-tabs {
-  background: linear-gradient(90deg, #3B2E58 0%, #F0B7C1 45%, #E55A2B 100%);
+  background: linear-gradient(90deg, #e4d8f8 0%, #F0B7C1 45%, #E55A2B 100%);
 }

java/JAVA_THIRD_PARTY_LICENSES.md

@@ -0,0 +1,71 @@
+
+List of third-party dependencies grouped by their license type.
+
+    Apache 2.0:
+
+        * error-prone annotations (com.google.errorprone:error_prone_annotations:2.28.0 - https://errorprone.info/error_prone_annotations)
+
+    Apache License 2.0:
+
+        * JsonNullable Jackson module (org.openapitools:jackson-databind-nullable:0.2.6 - https://github.com/OpenAPITools/jackson-databind-nullable)
+
+    Apache License V2.0:
+
+        * FlatBuffers Java API (com.google.flatbuffers:flatbuffers-java:23.5.26 - https://github.com/google/flatbuffers)
+
+    Apache License, Version 2.0:
+
+        * Apache Commons Codec (commons-codec:commons-codec:1.15 - https://commons.apache.org/proper/commons-codec/)
+        * Apache HttpClient (org.apache.httpcomponents.client5:httpclient5:5.2.1 - https://hc.apache.org/httpcomponents-client-5.0.x/5.2.1/httpclient5/)
+        * Apache HttpComponents Core HTTP/1.1 (org.apache.httpcomponents.core5:httpcore5:5.2 - https://hc.apache.org/httpcomponents-core-5.2.x/5.2/httpcore5/)
+        * Apache HttpComponents Core HTTP/2 (org.apache.httpcomponents.core5:httpcore5-h2:5.2 - https://hc.apache.org/httpcomponents-core-5.2.x/5.2/httpcore5-h2/)
+        * Arrow Format (org.apache.arrow:arrow-format:15.0.0 - https://arrow.apache.org/arrow-format/)
+        * Arrow Java C Data Interface (org.apache.arrow:arrow-c-data:15.0.0 - https://arrow.apache.org/arrow-c-data/)
+        * Arrow Java Dataset (org.apache.arrow:arrow-dataset:15.0.0 - https://arrow.apache.org/arrow-dataset/)
+        * Arrow Memory - Core (org.apache.arrow:arrow-memory-core:15.0.0 - https://arrow.apache.org/arrow-memory/arrow-memory-core/)
+        * Arrow Memory - Netty (org.apache.arrow:arrow-memory-netty:15.0.0 - https://arrow.apache.org/arrow-memory/arrow-memory-netty/)
+        * Arrow Vectors (org.apache.arrow:arrow-vector:15.0.0 - https://arrow.apache.org/arrow-vector/)
+        * Guava: Google Core Libraries for Java (com.google.guava:guava:33.3.1-jre - https://github.com/google/guava)
+        * J2ObjC Annotations (com.google.j2objc:j2objc-annotations:3.0.0 - https://github.com/google/j2objc/)
+        * Netty/Buffer (io.netty:netty-buffer:4.1.104.Final - https://netty.io/netty-buffer/)
+        * Netty/Common (io.netty:netty-common:4.1.104.Final - https://netty.io/netty-common/)
+
+    Apache-2.0:
+
+        * Apache Commons Lang (org.apache.commons:commons-lang3:3.18.0 - https://commons.apache.org/proper/commons-lang/)
+        * lance-namespace-apache-client (org.lance:lance-namespace-apache-client:0.4.5 - https://github.com/openapitools/openapi-generator)
+        * lance-namespace-core (org.lance:lance-namespace-core:0.4.5 - https://lance.org/format/namespace/lance-namespace-core/)
+
+    EDL 1.0:
+
+        * Jakarta Activation API jar (jakarta.activation:jakarta.activation-api:1.2.2 - https://github.com/eclipse-ee4j/jaf/jakarta.activation-api)
+
+    Eclipse Distribution License - v 1.0:
+
+        * Eclipse Collections API (org.eclipse.collections:eclipse-collections-api:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections-api)
+        * Eclipse Collections Main Library (org.eclipse.collections:eclipse-collections:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections)
+        * Jakarta XML Binding API (jakarta.xml.bind:jakarta.xml.bind-api:2.3.3 - https://github.com/eclipse-ee4j/jaxb-api/jakarta.xml.bind-api)
+
+    Eclipse Public License - v 1.0:
+
+        * Eclipse Collections API (org.eclipse.collections:eclipse-collections-api:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections-api)
+        * Eclipse Collections Main Library (org.eclipse.collections:eclipse-collections:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections)
+
+    The Apache Software License, Version 2.0:
+
+        * FindBugs-jsr305 (com.google.code.findbugs:jsr305:3.0.2 - http://findbugs.sourceforge.net/)
+        * Guava InternalFutureFailureAccess and InternalFutures (com.google.guava:failureaccess:1.0.2 - https://github.com/google/guava/failureaccess)
+        * Guava ListenableFuture only (com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava - https://github.com/google/guava/listenablefuture)
+        * Jackson datatype: JSR310 (com.fasterxml.jackson.datatype:jackson-datatype-jsr310:2.16.0 - https://github.com/FasterXML/jackson-modules-java8/jackson-datatype-jsr310)
+        * Jackson module: Old JAXB Annotations (javax.xml.bind) (com.fasterxml.jackson.module:jackson-module-jaxb-annotations:2.17.1 - https://github.com/FasterXML/jackson-modules-base)
+        * Jackson-annotations (com.fasterxml.jackson.core:jackson-annotations:2.16.0 - https://github.com/FasterXML/jackson)
+        * Jackson-core (com.fasterxml.jackson.core:jackson-core:2.16.0 - https://github.com/FasterXML/jackson-core)
+        * jackson-databind (com.fasterxml.jackson.core:jackson-databind:2.15.2 - https://github.com/FasterXML/jackson)
+        * Jackson-JAXRS: base (com.fasterxml.jackson.jaxrs:jackson-jaxrs-base:2.17.1 - https://github.com/FasterXML/jackson-jaxrs-providers/jackson-jaxrs-base)
+        * Jackson-JAXRS: JSON (com.fasterxml.jackson.jaxrs:jackson-jaxrs-json-provider:2.17.1 - https://github.com/FasterXML/jackson-jaxrs-providers/jackson-jaxrs-json-provider)
+        * JAR JNI Loader (org.questdb:jar-jni:1.1.1 - https://github.com/questdb/rust-maven-plugin)
+        * Lance Core (org.lance:lance-core:2.0.0 - https://lance.org/)
+
+    The MIT License:
+
+        * Checker Qual (org.checkerframework:checker-qual:3.43.0 - https://checkerframework.org/)

java/README.md

@@ -1,4 +1,4 @@
-# LanceDB Java SDK
+# LanceDB Java Enterprise Client
 
 ## Configuration and Initialization
 

java/lancedb-core/JAVA_THIRD_PARTY_LICENSES.md

@@ -0,0 +1,71 @@
+
+List of third-party dependencies grouped by their license type.
+
+    Apache 2.0:
+
+        * error-prone annotations (com.google.errorprone:error_prone_annotations:2.28.0 - https://errorprone.info/error_prone_annotations)
+
+    Apache License 2.0:
+
+        * JsonNullable Jackson module (org.openapitools:jackson-databind-nullable:0.2.6 - https://github.com/OpenAPITools/jackson-databind-nullable)
+
+    Apache License V2.0:
+
+        * FlatBuffers Java API (com.google.flatbuffers:flatbuffers-java:23.5.26 - https://github.com/google/flatbuffers)
+
+    Apache License, Version 2.0:
+
+        * Apache Commons Codec (commons-codec:commons-codec:1.15 - https://commons.apache.org/proper/commons-codec/)
+        * Apache HttpClient (org.apache.httpcomponents.client5:httpclient5:5.2.1 - https://hc.apache.org/httpcomponents-client-5.0.x/5.2.1/httpclient5/)
+        * Apache HttpComponents Core HTTP/1.1 (org.apache.httpcomponents.core5:httpcore5:5.2 - https://hc.apache.org/httpcomponents-core-5.2.x/5.2/httpcore5/)
+        * Apache HttpComponents Core HTTP/2 (org.apache.httpcomponents.core5:httpcore5-h2:5.2 - https://hc.apache.org/httpcomponents-core-5.2.x/5.2/httpcore5-h2/)
+        * Arrow Format (org.apache.arrow:arrow-format:15.0.0 - https://arrow.apache.org/arrow-format/)
+        * Arrow Java C Data Interface (org.apache.arrow:arrow-c-data:15.0.0 - https://arrow.apache.org/arrow-c-data/)
+        * Arrow Java Dataset (org.apache.arrow:arrow-dataset:15.0.0 - https://arrow.apache.org/arrow-dataset/)
+        * Arrow Memory - Core (org.apache.arrow:arrow-memory-core:15.0.0 - https://arrow.apache.org/arrow-memory/arrow-memory-core/)
+        * Arrow Memory - Netty (org.apache.arrow:arrow-memory-netty:15.0.0 - https://arrow.apache.org/arrow-memory/arrow-memory-netty/)
+        * Arrow Vectors (org.apache.arrow:arrow-vector:15.0.0 - https://arrow.apache.org/arrow-vector/)
+        * Guava: Google Core Libraries for Java (com.google.guava:guava:33.3.1-jre - https://github.com/google/guava)
+        * J2ObjC Annotations (com.google.j2objc:j2objc-annotations:3.0.0 - https://github.com/google/j2objc/)
+        * Netty/Buffer (io.netty:netty-buffer:4.1.104.Final - https://netty.io/netty-buffer/)
+        * Netty/Common (io.netty:netty-common:4.1.104.Final - https://netty.io/netty-common/)
+
+    Apache-2.0:
+
+        * Apache Commons Lang (org.apache.commons:commons-lang3:3.18.0 - https://commons.apache.org/proper/commons-lang/)
+        * lance-namespace-apache-client (org.lance:lance-namespace-apache-client:0.4.5 - https://github.com/openapitools/openapi-generator)
+        * lance-namespace-core (org.lance:lance-namespace-core:0.4.5 - https://lance.org/format/namespace/lance-namespace-core/)
+
+    EDL 1.0:
+
+        * Jakarta Activation API jar (jakarta.activation:jakarta.activation-api:1.2.2 - https://github.com/eclipse-ee4j/jaf/jakarta.activation-api)
+
+    Eclipse Distribution License - v 1.0:
+
+        * Eclipse Collections API (org.eclipse.collections:eclipse-collections-api:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections-api)
+        * Eclipse Collections Main Library (org.eclipse.collections:eclipse-collections:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections)
+        * Jakarta XML Binding API (jakarta.xml.bind:jakarta.xml.bind-api:2.3.3 - https://github.com/eclipse-ee4j/jaxb-api/jakarta.xml.bind-api)
+
+    Eclipse Public License - v 1.0:
+
+        * Eclipse Collections API (org.eclipse.collections:eclipse-collections-api:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections-api)
+        * Eclipse Collections Main Library (org.eclipse.collections:eclipse-collections:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections)
+
+    The Apache Software License, Version 2.0:
+
+        * FindBugs-jsr305 (com.google.code.findbugs:jsr305:3.0.2 - http://findbugs.sourceforge.net/)
+        * Guava InternalFutureFailureAccess and InternalFutures (com.google.guava:failureaccess:1.0.2 - https://github.com/google/guava/failureaccess)
+        * Guava ListenableFuture only (com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava - https://github.com/google/guava/listenablefuture)
+        * Jackson datatype: JSR310 (com.fasterxml.jackson.datatype:jackson-datatype-jsr310:2.16.0 - https://github.com/FasterXML/jackson-modules-java8/jackson-datatype-jsr310)
+        * Jackson module: Old JAXB Annotations (javax.xml.bind) (com.fasterxml.jackson.module:jackson-module-jaxb-annotations:2.17.1 - https://github.com/FasterXML/jackson-modules-base)
+        * Jackson-annotations (com.fasterxml.jackson.core:jackson-annotations:2.16.0 - https://github.com/FasterXML/jackson)
+        * Jackson-core (com.fasterxml.jackson.core:jackson-core:2.16.0 - https://github.com/FasterXML/jackson-core)
+        * jackson-databind (com.fasterxml.jackson.core:jackson-databind:2.15.2 - https://github.com/FasterXML/jackson)
+        * Jackson-JAXRS: base (com.fasterxml.jackson.jaxrs:jackson-jaxrs-base:2.17.1 - https://github.com/FasterXML/jackson-jaxrs-providers/jackson-jaxrs-base)
+        * Jackson-JAXRS: JSON (com.fasterxml.jackson.jaxrs:jackson-jaxrs-json-provider:2.17.1 - https://github.com/FasterXML/jackson-jaxrs-providers/jackson-jaxrs-json-provider)
+        * JAR JNI Loader (org.questdb:jar-jni:1.1.1 - https://github.com/questdb/rust-maven-plugin)
+        * Lance Core (org.lance:lance-core:2.0.0 - https://lance.org/)
+
+    The MIT License:
+
+        * Checker Qual (org.checkerframework:checker-qual:3.43.0 - https://checkerframework.org/)

java/lancedb-core/pom.xml

@@ -8,7 +8,7 @@
     <parent>
       <groupId>com.lancedb</groupId>
       <artifactId>lancedb-parent</artifactId>
-      <version>0.23.0-beta.1</version>
+      <version>0.27.0-final.0</version>
       <relativePath>../pom.xml</relativePath>
     </parent>
 
@@ -56,21 +56,21 @@
         <dependency>
             <groupId>org.apache.logging.log4j</groupId>
             <artifactId>log4j-slf4j2-impl</artifactId>
-            <version>2.24.3</version>
+            <version>2.25.3</version>
             <scope>test</scope>
         </dependency>
 
         <dependency>
             <groupId>org.apache.logging.log4j</groupId>
             <artifactId>log4j-core</artifactId>
-            <version>2.24.3</version>
+            <version>2.25.3</version>
             <scope>test</scope>
         </dependency>
 
         <dependency>
             <groupId>org.apache.logging.log4j</groupId>
             <artifactId>log4j-api</artifactId>
-            <version>2.24.3</version>
+            <version>2.25.3</version>
             <scope>test</scope>
         </dependency>
     </dependencies>

java/pom.xml

@@ -6,7 +6,7 @@
 
     <groupId>com.lancedb</groupId>
     <artifactId>lancedb-parent</artifactId>
-    <version>0.23.0-beta.1</version>
+    <version>0.27.0-final.0</version>
     <packaging>pom</packaging>
     <name>${project.artifactId}</name>
     <description>LanceDB Java SDK Parent POM</description>
@@ -28,7 +28,7 @@
     <properties>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <arrow.version>15.0.0</arrow.version>
-        <lance-core.version>1.0.0-rc.2</lance-core.version>
+        <lance-core.version>3.1.0-beta.2</lance-core.version>
         <spotless.skip>false</spotless.skip>
         <spotless.version>2.30.0</spotless.version>
         <spotless.java.googlejavaformat.version>1.7</spotless.java.googlejavaformat.version>
@@ -111,7 +111,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-source-plugin</artifactId>
-                <version>2.2.1</version>
+                <version>3.3.1</version>
                 <executions>
                     <execution>
                         <id>attach-sources</id>
@@ -124,7 +124,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-javadoc-plugin</artifactId>
-                <version>2.9.1</version>
+                <version>3.11.2</version>
                 <executions>
                     <execution>
                         <id>attach-javadocs</id>
@@ -160,20 +160,33 @@
                 <groupId>com.diffplug.spotless</groupId>
                 <artifactId>spotless-maven-plugin</artifactId>
             </plugin>
+            <plugin>
+                <groupId>org.codehaus.mojo</groupId>
+                <artifactId>license-maven-plugin</artifactId>
+                <version>2.4.0</version>
+                <configuration>
+                    <outputDirectory>${project.basedir}</outputDirectory>
+                    <thirdPartyFilename>JAVA_THIRD_PARTY_LICENSES.md</thirdPartyFilename>
+                    <fileTemplate>/org/codehaus/mojo/license/third-party-file-groupByLicense.ftl</fileTemplate>
+                    <includedScopes>compile,runtime</includedScopes>
+                    <excludedScopes>test,provided</excludedScopes>
+                    <sortArtifactByName>true</sortArtifactByName>
+                </configuration>
+            </plugin>
         </plugins>
         <pluginManagement>
             <plugins>
                 <plugin>
                     <artifactId>maven-clean-plugin</artifactId>
-                    <version>3.1.0</version>
+                    <version>3.4.1</version>
                 </plugin>
                 <plugin>
                     <artifactId>maven-resources-plugin</artifactId>
-                    <version>3.0.2</version>
+                    <version>3.3.1</version>
                 </plugin>
                 <plugin>
                     <artifactId>maven-compiler-plugin</artifactId>
-                    <version>3.8.1</version>
+                    <version>3.14.0</version>
                     <configuration>
                         <compilerArgs>
                             <arg>-h</arg>
@@ -192,11 +205,11 @@
                 </plugin>
                 <plugin>
                     <artifactId>maven-jar-plugin</artifactId>
-                    <version>3.0.2</version>
+                    <version>3.4.2</version>
                 </plugin>
                 <plugin>
                     <artifactId>maven-install-plugin</artifactId>
-                    <version>2.5.2</version>
+                    <version>3.1.3</version>
                 </plugin>
                 <plugin>
                     <groupId>com.diffplug.spotless</groupId>
@@ -292,11 +305,12 @@
                     <plugin>
                         <groupId>org.sonatype.central</groupId>
                         <artifactId>central-publishing-maven-plugin</artifactId>
-                        <version>0.4.0</version>
+                        <version>0.8.0</version>
                         <extensions>true</extensions>
                         <configuration>
                             <publishingServerId>ossrh</publishingServerId>
                             <tokenAuth>true</tokenAuth>
+                            <autoPublish>true</autoPublish>
                         </configuration>
                     </plugin>
                     <plugin>
@@ -313,7 +327,7 @@
                     <plugin>
                         <groupId>org.apache.maven.plugins</groupId>
                         <artifactId>maven-gpg-plugin</artifactId>
-                        <version>1.5</version>
+                        <version>3.2.7</version>
                         <executions>
                             <execution>
                                 <id>sign-artifacts</id>

nodejs/Cargo.toml

@@ -1,7 +1,7 @@
 [package]
 name = "lancedb-nodejs"
 edition.workspace = true
-version = "0.23.0-beta.1"
+version = "0.27.0"
 license.workspace = true
 description.workspace = true
 repository.workspace = true
@@ -19,23 +19,23 @@ arrow-schema.workspace = true
 env_logger.workspace = true
 futures.workspace = true
 lancedb = { path = "../rust/lancedb", default-features = false }
-napi = { version = "2.16.8", default-features = false, features = [
+napi = { version = "3.8.3", default-features = false, features = [
     "napi9",
     "async"
 ] }
-napi-derive = "2.16.4"
+napi-derive = "3.5.2"
 # Prevent dynamic linking of lzma, which comes from datafusion
-lzma-sys = { version = "*", features = ["static"] }
+lzma-sys = { version = "0.1", features = ["static"] }
 log.workspace = true
 
-# Workaround for build failure until we can fix it.
-aws-lc-sys = "=0.28.0"
-aws-lc-rs = "=1.13.0"
+# Pin to resolve build failures; update periodically for security patches.
+aws-lc-sys = "=0.38.0"
+aws-lc-rs = "=1.16.1"
 
 [build-dependencies]
-napi-build = "2.1"
+napi-build = "2.3.1"
 
 [features]
-default = ["remote", "lancedb/default"]
+default = ["remote", "lancedb/aws", "lancedb/gcs", "lancedb/azure", "lancedb/dynamodb", "lancedb/oss", "lancedb/huggingface"]
 fp16kernels = ["lancedb/fp16kernels"]
 remote = ["lancedb/remote"]

nodejs/NODEJS_THIRD_PARTY_LICENSES.md

@@ -0,0 +1,668 @@
+[@75lb/deep-merge@1.1.2](https://github.com/75lb/deep-merge) - MIT
+[@aashutoshrathi/word-wrap@1.2.6](https://github.com/aashutoshrathi/word-wrap) - MIT
+[@ampproject/remapping@2.2.1](https://github.com/ampproject/remapping) - Apache-2.0
+[@aws-crypto/crc32@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
+[@aws-crypto/crc32c@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
+[@aws-crypto/ie11-detection@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
+[@aws-crypto/sha1-browser@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
+[@aws-crypto/sha256-browser@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
+[@aws-crypto/sha256-browser@5.2.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
+[@aws-crypto/sha256-js@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
+[@aws-crypto/sha256-js@5.2.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
+[@aws-crypto/supports-web-crypto@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
+[@aws-crypto/supports-web-crypto@5.2.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
+[@aws-crypto/util@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
+[@aws-crypto/util@5.2.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
+[@aws-sdk/client-dynamodb@3.602.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/client-kms@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/client-s3@3.550.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/client-sso-oidc@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/client-sso-oidc@3.600.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/client-sso@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/client-sso@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/client-sts@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/client-sts@3.600.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/core@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/core@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/credential-provider-env@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/credential-provider-env@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/credential-provider-http@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/credential-provider-http@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/credential-provider-ini@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/credential-provider-ini@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/credential-provider-node@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/credential-provider-node@3.600.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/credential-provider-process@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/credential-provider-process@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/credential-provider-sso@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/credential-provider-sso@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/credential-provider-web-identity@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/credential-provider-web-identity@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/endpoint-cache@3.572.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-bucket-endpoint@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-endpoint-discovery@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-expect-continue@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-flexible-checksums@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-host-header@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-host-header@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-location-constraint@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-logger@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-logger@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-recursion-detection@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-recursion-detection@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-sdk-s3@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-signing@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-ssec@3.537.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-user-agent@3.540.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/middleware-user-agent@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/region-config-resolver@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/region-config-resolver@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/signature-v4-multi-region@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/token-providers@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/token-providers@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/types@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/types@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/util-arn-parser@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/util-endpoints@3.540.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/util-endpoints@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/util-locate-window@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/util-user-agent-browser@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/util-user-agent-browser@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/util-user-agent-node@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/util-user-agent-node@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/util-utf8-browser@3.259.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@aws-sdk/xml-builder@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
+[@babel/code-frame@7.26.2](https://github.com/babel/babel) - MIT
+[@babel/compat-data@7.23.5](https://github.com/babel/babel) - MIT
+[@babel/core@7.23.7](https://github.com/babel/babel) - MIT
+[@babel/generator@7.23.6](https://github.com/babel/babel) - MIT
+[@babel/helper-compilation-targets@7.23.6](https://github.com/babel/babel) - MIT
+[@babel/helper-environment-visitor@7.22.20](https://github.com/babel/babel) - MIT
+[@babel/helper-function-name@7.23.0](https://github.com/babel/babel) - MIT
+[@babel/helper-hoist-variables@7.22.5](https://github.com/babel/babel) - MIT
+[@babel/helper-module-imports@7.22.15](https://github.com/babel/babel) - MIT
+[@babel/helper-module-transforms@7.23.3](https://github.com/babel/babel) - MIT
+[@babel/helper-plugin-utils@7.22.5](https://github.com/babel/babel) - MIT
+[@babel/helper-simple-access@7.22.5](https://github.com/babel/babel) - MIT
+[@babel/helper-split-export-declaration@7.22.6](https://github.com/babel/babel) - MIT
+[@babel/helper-string-parser@7.25.9](https://github.com/babel/babel) - MIT
+[@babel/helper-validator-identifier@7.25.9](https://github.com/babel/babel) - MIT
+[@babel/helper-validator-option@7.23.5](https://github.com/babel/babel) - MIT
+[@babel/helpers@7.27.0](https://github.com/babel/babel) - MIT
+[@babel/parser@7.27.0](https://github.com/babel/babel) - MIT
+[@babel/plugin-syntax-async-generators@7.8.4](https://github.com/babel/babel/tree/master/packages/babel-plugin-syntax-async-generators) - MIT
+[@babel/plugin-syntax-bigint@7.8.3](https://github.com/babel/babel/tree/master/packages/babel-plugin-syntax-bigint) - MIT
+[@babel/plugin-syntax-class-properties@7.12.13](https://github.com/babel/babel) - MIT
+[@babel/plugin-syntax-import-meta@7.10.4](https://github.com/babel/babel) - MIT
+[@babel/plugin-syntax-json-strings@7.8.3](https://github.com/babel/babel/tree/master/packages/babel-plugin-syntax-json-strings) - MIT
+[@babel/plugin-syntax-jsx@7.23.3](https://github.com/babel/babel) - MIT
+[@babel/plugin-syntax-logical-assignment-operators@7.10.4](https://github.com/babel/babel) - MIT
+[@babel/plugin-syntax-nullish-coalescing-operator@7.8.3](https://github.com/babel/babel/tree/master/packages/babel-plugin-syntax-nullish-coalescing-operator) - MIT
+[@babel/plugin-syntax-numeric-separator@7.10.4](https://github.com/babel/babel) - MIT
+[@babel/plugin-syntax-object-rest-spread@7.8.3](https://github.com/babel/babel/tree/master/packages/babel-plugin-syntax-object-rest-spread) - MIT
+[@babel/plugin-syntax-optional-catch-binding@7.8.3](https://github.com/babel/babel/tree/master/packages/babel-plugin-syntax-optional-catch-binding) - MIT
+[@babel/plugin-syntax-optional-chaining@7.8.3](https://github.com/babel/babel/tree/master/packages/babel-plugin-syntax-optional-chaining) - MIT
+[@babel/plugin-syntax-top-level-await@7.14.5](https://github.com/babel/babel) - MIT
+[@babel/plugin-syntax-typescript@7.23.3](https://github.com/babel/babel) - MIT
+[@babel/template@7.27.0](https://github.com/babel/babel) - MIT
+[@babel/traverse@7.23.7](https://github.com/babel/babel) - MIT
+[@babel/types@7.27.0](https://github.com/babel/babel) - MIT
+[@bcoe/v8-coverage@0.2.3](https://github.com/demurgos/v8-coverage) - MIT
+[@biomejs/biome@1.8.3](https://github.com/biomejs/biome) - MIT OR Apache-2.0
+[@biomejs/cli-darwin-arm64@1.8.3](https://github.com/biomejs/biome) - MIT OR Apache-2.0
+[@eslint-community/eslint-utils@4.4.0](https://github.com/eslint-community/eslint-utils) - MIT
+[@eslint-community/regexpp@4.10.0](https://github.com/eslint-community/regexpp) - MIT
+[@eslint/eslintrc@2.1.4](https://github.com/eslint/eslintrc) - MIT
+[@eslint/js@8.57.0](https://github.com/eslint/eslint) - MIT
+[@huggingface/jinja@0.3.2](https://github.com/huggingface/huggingface.js) - MIT
+[@huggingface/transformers@3.0.2](https://github.com/huggingface/transformers.js) - Apache-2.0
+[@humanwhocodes/config-array@0.11.14](https://github.com/humanwhocodes/config-array) - Apache-2.0
+[@humanwhocodes/module-importer@1.0.1](https://github.com/humanwhocodes/module-importer) - Apache-2.0
+[@humanwhocodes/object-schema@2.0.2](https://github.com/humanwhocodes/object-schema) - BSD-3-Clause
+[@img/sharp-darwin-arm64@0.33.5](https://github.com/lovell/sharp) - Apache-2.0
+[@img/sharp-libvips-darwin-arm64@1.0.4](https://github.com/lovell/sharp-libvips) - LGPL-3.0-or-later
+[@isaacs/cliui@8.0.2](https://github.com/yargs/cliui) - ISC
+[@isaacs/fs-minipass@4.0.1](https://github.com/npm/fs-minipass) - ISC
+[@istanbuljs/load-nyc-config@1.1.0](https://github.com/istanbuljs/load-nyc-config) - ISC
+[@istanbuljs/schema@0.1.3](https://github.com/istanbuljs/schema) - MIT
+[@jest/console@29.7.0](https://github.com/jestjs/jest) - MIT
+[@jest/core@29.7.0](https://github.com/jestjs/jest) - MIT
+[@jest/environment@29.7.0](https://github.com/jestjs/jest) - MIT
+[@jest/expect-utils@29.7.0](https://github.com/jestjs/jest) - MIT
+[@jest/expect@29.7.0](https://github.com/jestjs/jest) - MIT
+[@jest/fake-timers@29.7.0](https://github.com/jestjs/jest) - MIT
+[@jest/globals@29.7.0](https://github.com/jestjs/jest) - MIT
+[@jest/reporters@29.7.0](https://github.com/jestjs/jest) - MIT
+[@jest/schemas@29.6.3](https://github.com/jestjs/jest) - MIT
+[@jest/source-map@29.6.3](https://github.com/jestjs/jest) - MIT
+[@jest/test-result@29.7.0](https://github.com/jestjs/jest) - MIT
+[@jest/test-sequencer@29.7.0](https://github.com/jestjs/jest) - MIT
+[@jest/transform@29.7.0](https://github.com/jestjs/jest) - MIT
+[@jest/types@29.6.3](https://github.com/jestjs/jest) - MIT
+[@jridgewell/gen-mapping@0.3.3](https://github.com/jridgewell/gen-mapping) - MIT
+[@jridgewell/resolve-uri@3.1.1](https://github.com/jridgewell/resolve-uri) - MIT
+[@jridgewell/set-array@1.1.2](https://github.com/jridgewell/set-array) - MIT
+[@jridgewell/sourcemap-codec@1.4.15](https://github.com/jridgewell/sourcemap-codec) - MIT
+[@jridgewell/trace-mapping@0.3.22](https://github.com/jridgewell/trace-mapping) - MIT
+[@lancedb/lancedb@0.26.2](https://github.com/lancedb/lancedb) - Apache-2.0
+[@napi-rs/cli@2.18.3](https://github.com/napi-rs/napi-rs) - MIT
+[@nodelib/fs.scandir@2.1.5](https://github.com/nodelib/nodelib/tree/master/packages/fs/fs.scandir) - MIT
+[@nodelib/fs.stat@2.0.5](https://github.com/nodelib/nodelib/tree/master/packages/fs/fs.stat) - MIT
+[@nodelib/fs.walk@1.2.8](https://github.com/nodelib/nodelib/tree/master/packages/fs/fs.walk) - MIT
+[@pkgjs/parseargs@0.11.0](https://github.com/pkgjs/parseargs) - MIT
+[@protobufjs/aspromise@1.1.2](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
+[@protobufjs/base64@1.1.2](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
+[@protobufjs/codegen@2.0.4](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
+[@protobufjs/eventemitter@1.1.0](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
+[@protobufjs/fetch@1.1.0](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
+[@protobufjs/float@1.0.2](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
+[@protobufjs/inquire@1.1.0](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
+[@protobufjs/path@1.1.2](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
+[@protobufjs/pool@1.1.0](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
+[@protobufjs/utf8@1.1.0](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
+[@shikijs/core@1.10.3](https://github.com/shikijs/shiki) - MIT
+[@sinclair/typebox@0.27.8](https://github.com/sinclairzx81/typebox) - MIT
+[@sinonjs/commons@3.0.1](https://github.com/sinonjs/commons) - BSD-3-Clause
+[@sinonjs/fake-timers@10.3.0](https://github.com/sinonjs/fake-timers) - BSD-3-Clause
+[@smithy/abort-controller@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/abort-controller@3.1.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/chunked-blob-reader-native@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/chunked-blob-reader@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/config-resolver@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/config-resolver@3.0.3](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/core@1.4.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/core@2.2.3](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/credential-provider-imds@2.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/credential-provider-imds@3.1.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/eventstream-codec@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/eventstream-serde-browser@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/eventstream-serde-config-resolver@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/eventstream-serde-node@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/eventstream-serde-universal@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/fetch-http-handler@2.5.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/fetch-http-handler@3.1.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/hash-blob-browser@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/hash-node@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/hash-node@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/hash-stream-node@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/invalid-dependency@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/invalid-dependency@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/is-array-buffer@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/is-array-buffer@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/md5-js@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/middleware-content-length@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/middleware-content-length@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/middleware-endpoint@2.5.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/middleware-endpoint@3.0.3](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/middleware-retry@2.3.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/middleware-retry@3.0.6](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/middleware-serde@2.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/middleware-serde@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/middleware-stack@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/middleware-stack@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/node-config-provider@2.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/node-config-provider@3.1.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/node-http-handler@2.5.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/node-http-handler@3.1.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/property-provider@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/property-provider@3.1.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/protocol-http@3.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/protocol-http@4.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/querystring-builder@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/querystring-builder@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/querystring-parser@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/querystring-parser@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/service-error-classification@2.1.5](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/service-error-classification@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/shared-ini-file-loader@2.4.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/shared-ini-file-loader@3.1.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/signature-v4@2.2.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/signature-v4@3.1.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/smithy-client@2.5.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/smithy-client@3.1.4](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/types@2.12.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/types@3.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/url-parser@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/url-parser@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-base64@2.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-base64@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-body-length-browser@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-body-length-browser@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-body-length-node@2.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-body-length-node@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-buffer-from@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-buffer-from@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-config-provider@2.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-config-provider@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-defaults-mode-browser@2.2.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-defaults-mode-browser@3.0.6](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-defaults-mode-node@2.3.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-defaults-mode-node@3.0.6](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-endpoints@1.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-endpoints@2.0.3](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-hex-encoding@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-hex-encoding@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-middleware@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-middleware@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-retry@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-retry@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-stream@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-stream@3.0.4](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-uri-escape@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-uri-escape@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-utf8@2.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-utf8@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-waiter@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@smithy/util-waiter@3.1.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
+[@swc/helpers@0.5.12](https://github.com/swc-project/swc) - Apache-2.0
+[@types/axios@0.14.0](https://github.com/mzabriskie/axios) - MIT
+[@types/babel__core@7.20.5](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/babel__generator@7.6.8](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/babel__template@7.4.4](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/babel__traverse@7.20.5](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/command-line-args@5.2.3](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/command-line-usage@5.0.2](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/command-line-usage@5.0.4](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/graceful-fs@4.1.9](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/hast@3.0.4](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/istanbul-lib-coverage@2.0.6](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/istanbul-lib-report@3.0.3](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/istanbul-reports@3.0.4](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/jest@29.5.12](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/json-schema@7.0.15](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/node-fetch@2.6.11](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/node@18.19.26](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/node@20.16.10](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/node@20.17.9](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/node@22.7.4](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/semver@7.5.6](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/stack-utils@2.0.3](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/tmp@0.2.6](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/unist@3.0.2](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/yargs-parser@21.0.3](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@types/yargs@17.0.32](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
+[@typescript-eslint/eslint-plugin@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - MIT
+[@typescript-eslint/parser@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - BSD-2-Clause
+[@typescript-eslint/scope-manager@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - MIT
+[@typescript-eslint/type-utils@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - MIT
+[@typescript-eslint/types@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - MIT
+[@typescript-eslint/typescript-estree@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - BSD-2-Clause
+[@typescript-eslint/utils@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - MIT
+[@typescript-eslint/visitor-keys@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - MIT
+[@ungap/structured-clone@1.2.0](https://github.com/ungap/structured-clone) - ISC
+[abort-controller@3.0.0](https://github.com/mysticatea/abort-controller) - MIT
+[acorn-jsx@5.3.2](https://github.com/acornjs/acorn-jsx) - MIT
+[acorn@8.11.3](https://github.com/acornjs/acorn) - MIT
+[agentkeepalive@4.5.0](https://github.com/node-modules/agentkeepalive) - MIT
+[ajv@6.12.6](https://github.com/ajv-validator/ajv) - MIT
+[ansi-escapes@4.3.2](https://github.com/sindresorhus/ansi-escapes) - MIT
+[ansi-regex@5.0.1](https://github.com/chalk/ansi-regex) - MIT
+[ansi-regex@6.1.0](https://github.com/chalk/ansi-regex) - MIT
+[ansi-styles@4.3.0](https://github.com/chalk/ansi-styles) - MIT
+[ansi-styles@5.2.0](https://github.com/chalk/ansi-styles) - MIT
+[ansi-styles@6.2.1](https://github.com/chalk/ansi-styles) - MIT
+[anymatch@3.1.3](https://github.com/micromatch/anymatch) - ISC
+[apache-arrow@15.0.0](https://github.com/apache/arrow) - Apache-2.0
+[apache-arrow@16.0.0](https://github.com/apache/arrow) - Apache-2.0
+[apache-arrow@17.0.0](https://github.com/apache/arrow) - Apache-2.0
+[apache-arrow@18.0.0](https://github.com/apache/arrow) - Apache-2.0
+[argparse@1.0.10](https://github.com/nodeca/argparse) - MIT
+[argparse@2.0.1](https://github.com/nodeca/argparse) - Python-2.0
+[array-back@3.1.0](https://github.com/75lb/array-back) - MIT
+[array-back@6.2.2](https://github.com/75lb/array-back) - MIT
+[array-union@2.1.0](https://github.com/sindresorhus/array-union) - MIT
+[asynckit@0.4.0](https://github.com/alexindigo/asynckit) - MIT
+[axios@1.8.4](https://github.com/axios/axios) - MIT
+[babel-jest@29.7.0](https://github.com/jestjs/jest) - MIT
+[babel-plugin-istanbul@6.1.1](https://github.com/istanbuljs/babel-plugin-istanbul) - BSD-3-Clause
+[babel-plugin-jest-hoist@29.6.3](https://github.com/jestjs/jest) - MIT
+[babel-preset-current-node-syntax@1.0.1](https://github.com/nicolo-ribaudo/babel-preset-current-node-syntax) - MIT
+[babel-preset-jest@29.6.3](https://github.com/jestjs/jest) - MIT
+[balanced-match@1.0.2](https://github.com/juliangruber/balanced-match) - MIT
+[base-64@0.1.0](https://github.com/mathiasbynens/base64) - MIT
+[bowser@2.11.0](https://github.com/lancedikson/bowser) - MIT
+[brace-expansion@1.1.11](https://github.com/juliangruber/brace-expansion) - MIT
+[brace-expansion@2.0.1](https://github.com/juliangruber/brace-expansion) - MIT
+[braces@3.0.3](https://github.com/micromatch/braces) - MIT
+[browserslist@4.22.2](https://github.com/browserslist/browserslist) - MIT
+[bs-logger@0.2.6](https://github.com/huafu/bs-logger) - MIT
+[bser@2.1.1](https://github.com/facebook/watchman) - Apache-2.0
+[buffer-from@1.1.2](https://github.com/LinusU/buffer-from) - MIT
+[callsites@3.1.0](https://github.com/sindresorhus/callsites) - MIT
+[camelcase@5.3.1](https://github.com/sindresorhus/camelcase) - MIT
+[camelcase@6.3.0](https://github.com/sindresorhus/camelcase) - MIT
+[caniuse-lite@1.0.30001579](https://github.com/browserslist/caniuse-lite) - CC-BY-4.0
+[chalk-template@0.4.0](https://github.com/chalk/chalk-template) - MIT
+[chalk@4.1.2](https://github.com/chalk/chalk) - MIT
+[char-regex@1.0.2](https://github.com/Richienb/char-regex) - MIT
+[charenc@0.0.2](https://github.com/pvorb/node-charenc) - BSD-3-Clause
+[chownr@3.0.0](https://github.com/isaacs/chownr) - BlueOak-1.0.0
+[ci-info@3.9.0](https://github.com/watson/ci-info) - MIT
+[cjs-module-lexer@1.2.3](https://github.com/nodejs/cjs-module-lexer) - MIT
+[cliui@8.0.1](https://github.com/yargs/cliui) - ISC
+[co@4.6.0](https://github.com/tj/co) - MIT
+[collect-v8-coverage@1.0.2](https://github.com/SimenB/collect-v8-coverage) - MIT
+[color-convert@2.0.1](https://github.com/Qix-/color-convert) - MIT
+[color-name@1.1.4](https://github.com/colorjs/color-name) - MIT
+[color-string@1.9.1](https://github.com/Qix-/color-string) - MIT
+[color@4.2.3](https://github.com/Qix-/color) - MIT
+[combined-stream@1.0.8](https://github.com/felixge/node-combined-stream) - MIT
+[command-line-args@5.2.1](https://github.com/75lb/command-line-args) - MIT
+[command-line-usage@7.0.1](https://github.com/75lb/command-line-usage) - MIT
+[concat-map@0.0.1](https://github.com/substack/node-concat-map) - MIT
+[convert-source-map@2.0.0](https://github.com/thlorenz/convert-source-map) - MIT
+[create-jest@29.7.0](https://github.com/jestjs/jest) - MIT
+[cross-spawn@7.0.6](https://github.com/moxystudio/node-cross-spawn) - MIT
+[crypt@0.0.2](https://github.com/pvorb/node-crypt) - BSD-3-Clause
+[debug@4.3.4](https://github.com/debug-js/debug) - MIT
+[dedent@1.5.1](https://github.com/dmnd/dedent) - MIT
+[deep-is@0.1.4](https://github.com/thlorenz/deep-is) - MIT
+[deepmerge@4.3.1](https://github.com/TehShrike/deepmerge) - MIT
+[delayed-stream@1.0.0](https://github.com/felixge/node-delayed-stream) - MIT
+[detect-libc@2.0.3](https://github.com/lovell/detect-libc) - Apache-2.0
+[detect-newline@3.1.0](https://github.com/sindresorhus/detect-newline) - MIT
+[diff-sequences@29.6.3](https://github.com/jestjs/jest) - MIT
+[digest-fetch@1.3.0](https://github.com/devfans/digest-fetch) - ISC
+[dir-glob@3.0.1](https://github.com/kevva/dir-glob) - MIT
+[doctrine@3.0.0](https://github.com/eslint/doctrine) - Apache-2.0
+[eastasianwidth@0.2.0](https://github.com/komagata/eastasianwidth) - MIT
+[electron-to-chromium@1.4.642](https://github.com/kilian/electron-to-chromium) - ISC
+[emittery@0.13.1](https://github.com/sindresorhus/emittery) - MIT
+[emoji-regex@8.0.0](https://github.com/mathiasbynens/emoji-regex) - MIT
+[emoji-regex@9.2.2](https://github.com/mathiasbynens/emoji-regex) - MIT
+[entities@4.5.0](https://github.com/fb55/entities) - BSD-2-Clause
+[error-ex@1.3.2](https://github.com/qix-/node-error-ex) - MIT
+[escalade@3.1.1](https://github.com/lukeed/escalade) - MIT
+[escape-string-regexp@2.0.0](https://github.com/sindresorhus/escape-string-regexp) - MIT
+[escape-string-regexp@4.0.0](https://github.com/sindresorhus/escape-string-regexp) - MIT
+[eslint-scope@7.2.2](https://github.com/eslint/eslint-scope) - BSD-2-Clause
+[eslint-visitor-keys@3.4.3](https://github.com/eslint/eslint-visitor-keys) - Apache-2.0
+[eslint@8.57.0](https://github.com/eslint/eslint) - MIT
+[espree@9.6.1](https://github.com/eslint/espree) - BSD-2-Clause
+[esprima@4.0.1](https://github.com/jquery/esprima) - BSD-2-Clause
+[esquery@1.5.0](https://github.com/estools/esquery) - BSD-3-Clause
+[esrecurse@4.3.0](https://github.com/estools/esrecurse) - BSD-2-Clause
+[estraverse@5.3.0](https://github.com/estools/estraverse) - BSD-2-Clause
+[esutils@2.0.3](https://github.com/estools/esutils) - BSD-2-Clause
+[event-target-shim@5.0.1](https://github.com/mysticatea/event-target-shim) - MIT
+[execa@5.1.1](https://github.com/sindresorhus/execa) - MIT
+[exit@0.1.2](https://github.com/cowboy/node-exit) - MIT
+[expect@29.7.0](https://github.com/jestjs/jest) - MIT
+[fast-deep-equal@3.1.3](https://github.com/epoberezkin/fast-deep-equal) - MIT
+[fast-glob@3.3.2](https://github.com/mrmlnc/fast-glob) - MIT
+[fast-json-stable-stringify@2.1.0](https://github.com/epoberezkin/fast-json-stable-stringify) - MIT
+[fast-levenshtein@2.0.6](https://github.com/hiddentao/fast-levenshtein) - MIT
+[fast-xml-parser@4.2.5](https://github.com/NaturalIntelligence/fast-xml-parser) - MIT
+[fastq@1.16.0](https://github.com/mcollina/fastq) - ISC
+[fb-watchman@2.0.2](https://github.com/facebook/watchman) - Apache-2.0
+[file-entry-cache@6.0.1](https://github.com/royriojas/file-entry-cache) - MIT
+[fill-range@7.1.1](https://github.com/jonschlinkert/fill-range) - MIT
+[find-replace@3.0.0](https://github.com/75lb/find-replace) - MIT
+[find-up@4.1.0](https://github.com/sindresorhus/find-up) - MIT
+[find-up@5.0.0](https://github.com/sindresorhus/find-up) - MIT
+[flat-cache@3.2.0](https://github.com/jaredwray/flat-cache) - MIT
+[flatbuffers@1.12.0](https://github.com/google/flatbuffers) - Apache*
+[flatbuffers@23.5.26](https://github.com/google/flatbuffers) - Apache*
+[flatbuffers@24.3.25](https://github.com/google/flatbuffers) - Apache-2.0
+[flatted@3.2.9](https://github.com/WebReflection/flatted) - ISC
+[follow-redirects@1.15.6](https://github.com/follow-redirects/follow-redirects) - MIT
+[foreground-child@3.3.0](https://github.com/tapjs/foreground-child) - ISC
+[form-data-encoder@1.7.2](https://github.com/octet-stream/form-data-encoder) - MIT
+[form-data@4.0.0](https://github.com/form-data/form-data) - MIT
+[formdata-node@4.4.1](https://github.com/octet-stream/form-data) - MIT
+[fs.realpath@1.0.0](https://github.com/isaacs/fs.realpath) - ISC
+[fsevents@2.3.3](https://github.com/fsevents/fsevents) - MIT
+[function-bind@1.1.2](https://github.com/Raynos/function-bind) - MIT
+[gensync@1.0.0-beta.2](https://github.com/loganfsmyth/gensync) - MIT
+[get-caller-file@2.0.5](https://github.com/stefanpenner/get-caller-file) - ISC
+[get-package-type@0.1.0](https://github.com/cfware/get-package-type) - MIT
+[get-stream@6.0.1](https://github.com/sindresorhus/get-stream) - MIT
+[glob-parent@5.1.2](https://github.com/gulpjs/glob-parent) - ISC
+[glob-parent@6.0.2](https://github.com/gulpjs/glob-parent) - ISC
+[glob@10.4.5](https://github.com/isaacs/node-glob) - ISC
+[glob@7.2.3](https://github.com/isaacs/node-glob) - ISC
+[globals@11.12.0](https://github.com/sindresorhus/globals) - MIT
+[globals@13.24.0](https://github.com/sindresorhus/globals) - MIT
+[globby@11.1.0](https://github.com/sindresorhus/globby) - MIT
+[graceful-fs@4.2.11](https://github.com/isaacs/node-graceful-fs) - ISC
+[graphemer@1.4.0](https://github.com/flmnt/graphemer) - MIT
+[guid-typescript@1.0.9](https://github.com/NicolasDeveloper/guid-typescript) - ISC
+[has-flag@4.0.0](https://github.com/sindresorhus/has-flag) - MIT
+[hasown@2.0.0](https://github.com/inspect-js/hasOwn) - MIT
+[html-escaper@2.0.2](https://github.com/WebReflection/html-escaper) - MIT
+[human-signals@2.1.0](https://github.com/ehmicky/human-signals) - Apache-2.0
+[humanize-ms@1.2.1](https://github.com/node-modules/humanize-ms) - MIT
+[ignore@5.3.0](https://github.com/kaelzhang/node-ignore) - MIT
+[import-fresh@3.3.0](https://github.com/sindresorhus/import-fresh) - MIT
+[import-local@3.1.0](https://github.com/sindresorhus/import-local) - MIT
+[imurmurhash@0.1.4](https://github.com/jensyt/imurmurhash-js) - MIT
+[inflight@1.0.6](https://github.com/npm/inflight) - ISC
+[inherits@2.0.4](https://github.com/isaacs/inherits) - ISC
+[interpret@1.4.0](https://github.com/gulpjs/interpret) - MIT
+[is-arrayish@0.2.1](https://github.com/qix-/node-is-arrayish) - MIT
+[is-arrayish@0.3.2](https://github.com/qix-/node-is-arrayish) - MIT
+[is-buffer@1.1.6](https://github.com/feross/is-buffer) - MIT
+[is-core-module@2.13.1](https://github.com/inspect-js/is-core-module) - MIT
+[is-extglob@2.1.1](https://github.com/jonschlinkert/is-extglob) - MIT
+[is-fullwidth-code-point@3.0.0](https://github.com/sindresorhus/is-fullwidth-code-point) - MIT
+[is-generator-fn@2.1.0](https://github.com/sindresorhus/is-generator-fn) - MIT
+[is-glob@4.0.3](https://github.com/micromatch/is-glob) - MIT
+[is-number@7.0.0](https://github.com/jonschlinkert/is-number) - MIT
+[is-path-inside@3.0.3](https://github.com/sindresorhus/is-path-inside) - MIT
+[is-stream@2.0.1](https://github.com/sindresorhus/is-stream) - MIT
+[isexe@2.0.0](https://github.com/isaacs/isexe) - ISC
+[istanbul-lib-coverage@3.2.2](https://github.com/istanbuljs/istanbuljs) - BSD-3-Clause
+[istanbul-lib-instrument@5.2.1](https://github.com/istanbuljs/istanbuljs) - BSD-3-Clause
+[istanbul-lib-instrument@6.0.1](https://github.com/istanbuljs/istanbuljs) - BSD-3-Clause
+[istanbul-lib-report@3.0.1](https://github.com/istanbuljs/istanbuljs) - BSD-3-Clause
+[istanbul-lib-source-maps@4.0.1](https://github.com/istanbuljs/istanbuljs) - BSD-3-Clause
+[istanbul-reports@3.1.6](https://github.com/istanbuljs/istanbuljs) - BSD-3-Clause
+[jackspeak@3.4.3](https://github.com/isaacs/jackspeak) - BlueOak-1.0.0
+[jest-changed-files@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-circus@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-cli@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-config@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-diff@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-docblock@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-each@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-environment-node@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-get-type@29.6.3](https://github.com/jestjs/jest) - MIT
+[jest-haste-map@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-leak-detector@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-matcher-utils@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-message-util@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-mock@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-pnp-resolver@1.2.3](https://github.com/arcanis/jest-pnp-resolver) - MIT
+[jest-regex-util@29.6.3](https://github.com/jestjs/jest) - MIT
+[jest-resolve-dependencies@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-resolve@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-runner@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-runtime@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-snapshot@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-util@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-validate@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-watcher@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest-worker@29.7.0](https://github.com/jestjs/jest) - MIT
+[jest@29.7.0](https://github.com/jestjs/jest) - MIT
+[js-tokens@4.0.0](https://github.com/lydell/js-tokens) - MIT
+[js-yaml@3.14.1](https://github.com/nodeca/js-yaml) - MIT
+[js-yaml@4.1.0](https://github.com/nodeca/js-yaml) - MIT
+[jsesc@2.5.2](https://github.com/mathiasbynens/jsesc) - MIT
+[json-bignum@0.0.3](https://github.com/datalanche/json-bignum) - MIT
+[json-buffer@3.0.1](https://github.com/dominictarr/json-buffer) - MIT
+[json-parse-even-better-errors@2.3.1](https://github.com/npm/json-parse-even-better-errors) - MIT
+[json-schema-traverse@0.4.1](https://github.com/epoberezkin/json-schema-traverse) - MIT
+[json-stable-stringify-without-jsonify@1.0.1](https://github.com/samn/json-stable-stringify) - MIT
+[json5@2.2.3](https://github.com/json5/json5) - MIT
+[keyv@4.5.4](https://github.com/jaredwray/keyv) - MIT
+[kleur@3.0.3](https://github.com/lukeed/kleur) - MIT
+[leven@3.1.0](https://github.com/sindresorhus/leven) - MIT
+[levn@0.4.1](https://github.com/gkz/levn) - MIT
+[lines-and-columns@1.2.4](https://github.com/eventualbuddha/lines-and-columns) - MIT
+[linkify-it@5.0.0](https://github.com/markdown-it/linkify-it) - MIT
+[locate-path@5.0.0](https://github.com/sindresorhus/locate-path) - MIT
+[locate-path@6.0.0](https://github.com/sindresorhus/locate-path) - MIT
+[lodash.camelcase@4.3.0](https://github.com/lodash/lodash) - MIT
+[lodash.memoize@4.1.2](https://github.com/lodash/lodash) - MIT
+[lodash.merge@4.6.2](https://github.com/lodash/lodash) - MIT
+[lodash@4.17.21](https://github.com/lodash/lodash) - MIT
+[long@5.2.3](https://github.com/dcodeIO/long.js) - Apache-2.0
+[lru-cache@10.4.3](https://github.com/isaacs/node-lru-cache) - ISC
+[lru-cache@5.1.1](https://github.com/isaacs/node-lru-cache) - ISC
+[lunr@2.3.9](https://github.com/olivernn/lunr.js) - MIT
+[make-dir@4.0.0](https://github.com/sindresorhus/make-dir) - MIT
+[make-error@1.3.6](https://github.com/JsCommunity/make-error) - ISC
+[makeerror@1.0.12](https://github.com/daaku/nodejs-makeerror) - BSD-3-Clause
+[markdown-it@14.1.0](https://github.com/markdown-it/markdown-it) - MIT
+[md5@2.3.0](https://github.com/pvorb/node-md5) - BSD-3-Clause
+[mdurl@2.0.0](https://github.com/markdown-it/mdurl) - MIT
+[merge-stream@2.0.0](https://github.com/grncdr/merge-stream) - MIT
+[merge2@1.4.1](https://github.com/teambition/merge2) - MIT
+[micromatch@4.0.8](https://github.com/micromatch/micromatch) - MIT
+[mime-db@1.52.0](https://github.com/jshttp/mime-db) - MIT
+[mime-types@2.1.35](https://github.com/jshttp/mime-types) - MIT
+[mimic-fn@2.1.0](https://github.com/sindresorhus/mimic-fn) - MIT
+[minimatch@3.1.2](https://github.com/isaacs/minimatch) - ISC
+[minimatch@9.0.3](https://github.com/isaacs/minimatch) - ISC
+[minimatch@9.0.5](https://github.com/isaacs/minimatch) - ISC
+[minimist@1.2.8](https://github.com/minimistjs/minimist) - MIT
+[minipass@7.1.2](https://github.com/isaacs/minipass) - ISC
+[minizlib@3.0.1](https://github.com/isaacs/minizlib) - MIT
+[mkdirp@3.0.1](https://github.com/isaacs/node-mkdirp) - MIT
+[mnemonist@0.38.3](https://github.com/yomguithereal/mnemonist) - MIT
+[ms@2.1.2](https://github.com/zeit/ms) - MIT
+[ms@2.1.3](https://github.com/vercel/ms) - MIT
+[natural-compare@1.4.0](https://github.com/litejs/natural-compare-lite) - MIT
+[node-domexception@1.0.0](https://github.com/jimmywarting/node-domexception) - MIT
+[node-fetch@2.7.0](https://github.com/bitinn/node-fetch) - MIT
+[node-int64@0.4.0](https://github.com/broofa/node-int64) - MIT
+[node-releases@2.0.14](https://github.com/chicoxyzzy/node-releases) - MIT
+[normalize-path@3.0.0](https://github.com/jonschlinkert/normalize-path) - MIT
+[npm-run-path@4.0.1](https://github.com/sindresorhus/npm-run-path) - MIT
+[obliterator@1.6.1](https://github.com/yomguithereal/obliterator) - MIT
+[once@1.4.0](https://github.com/isaacs/once) - ISC
+[onetime@5.1.2](https://github.com/sindresorhus/onetime) - MIT
+[onnxruntime-common@1.19.2](https://github.com/Microsoft/onnxruntime) - MIT
+[onnxruntime-common@1.20.0-dev.20241016-2b8fc5529b](https://github.com/Microsoft/onnxruntime) - MIT
+[onnxruntime-node@1.19.2](https://github.com/Microsoft/onnxruntime) - MIT
+[onnxruntime-web@1.21.0-dev.20241024-d9ca84ef96](https://github.com/Microsoft/onnxruntime) - MIT
+[openai@4.29.2](https://github.com/openai/openai-node) - Apache-2.0
+[optionator@0.9.3](https://github.com/gkz/optionator) - MIT
+[p-limit@2.3.0](https://github.com/sindresorhus/p-limit) - MIT
+[p-limit@3.1.0](https://github.com/sindresorhus/p-limit) - MIT
+[p-locate@4.1.0](https://github.com/sindresorhus/p-locate) - MIT
+[p-locate@5.0.0](https://github.com/sindresorhus/p-locate) - MIT
+[p-try@2.2.0](https://github.com/sindresorhus/p-try) - MIT
+[package-json-from-dist@1.0.1](https://github.com/isaacs/package-json-from-dist) - BlueOak-1.0.0
+[parent-module@1.0.1](https://github.com/sindresorhus/parent-module) - MIT
+[parse-json@5.2.0](https://github.com/sindresorhus/parse-json) - MIT
+[path-exists@4.0.0](https://github.com/sindresorhus/path-exists) - MIT
+[path-is-absolute@1.0.1](https://github.com/sindresorhus/path-is-absolute) - MIT
+[path-key@3.1.1](https://github.com/sindresorhus/path-key) - MIT
+[path-parse@1.0.7](https://github.com/jbgutierrez/path-parse) - MIT
+[path-scurry@1.11.1](https://github.com/isaacs/path-scurry) - BlueOak-1.0.0
+[path-type@4.0.0](https://github.com/sindresorhus/path-type) - MIT
+[picocolors@1.0.0](https://github.com/alexeyraspopov/picocolors) - ISC
+[picomatch@2.3.1](https://github.com/micromatch/picomatch) - MIT
+[pirates@4.0.6](https://github.com/danez/pirates) - MIT
+[pkg-dir@4.2.0](https://github.com/sindresorhus/pkg-dir) - MIT
+[platform@1.3.6](https://github.com/bestiejs/platform.js) - MIT
+[prelude-ls@1.2.1](https://github.com/gkz/prelude-ls) - MIT
+[pretty-format@29.7.0](https://github.com/jestjs/jest) - MIT
+[prompts@2.4.2](https://github.com/terkelg/prompts) - MIT
+[protobufjs@7.4.0](https://github.com/protobufjs/protobuf.js) - BSD-3-Clause
+[proxy-from-env@1.1.0](https://github.com/Rob--W/proxy-from-env) - MIT
+[punycode.js@2.3.1](https://github.com/mathiasbynens/punycode.js) - MIT
+[punycode@2.3.1](https://github.com/mathiasbynens/punycode.js) - MIT
+[pure-rand@6.0.4](https://github.com/dubzzz/pure-rand) - MIT
+[queue-microtask@1.2.3](https://github.com/feross/queue-microtask) - MIT
+[react-is@18.2.0](https://github.com/facebook/react) - MIT
+[rechoir@0.6.2](https://github.com/tkellen/node-rechoir) - MIT
+[reflect-metadata@0.2.2](https://github.com/rbuckton/reflect-metadata) - Apache-2.0
+[require-directory@2.1.1](https://github.com/troygoode/node-require-directory) - MIT
+[resolve-cwd@3.0.0](https://github.com/sindresorhus/resolve-cwd) - MIT
+[resolve-from@4.0.0](https://github.com/sindresorhus/resolve-from) - MIT
+[resolve-from@5.0.0](https://github.com/sindresorhus/resolve-from) - MIT
+[resolve.exports@2.0.2](https://github.com/lukeed/resolve.exports) - MIT
+[resolve@1.22.8](https://github.com/browserify/resolve) - MIT
+[reusify@1.0.4](https://github.com/mcollina/reusify) - MIT
+[rimraf@3.0.2](https://github.com/isaacs/rimraf) - ISC
+[rimraf@5.0.10](https://github.com/isaacs/rimraf) - ISC
+[run-parallel@1.2.0](https://github.com/feross/run-parallel) - MIT
+[semver@6.3.1](https://github.com/npm/node-semver) - ISC
+[semver@7.6.3](https://github.com/npm/node-semver) - ISC
+[sharp@0.33.5](https://github.com/lovell/sharp) - Apache-2.0
+[shebang-command@2.0.0](https://github.com/kevva/shebang-command) - MIT
+[shebang-regex@3.0.0](https://github.com/sindresorhus/shebang-regex) - MIT
+[shelljs@0.8.5](https://github.com/shelljs/shelljs) - BSD-3-Clause
+[shiki@1.10.3](https://github.com/shikijs/shiki) - MIT
+[shx@0.3.4](https://github.com/shelljs/shx) - MIT
+[signal-exit@3.0.7](https://github.com/tapjs/signal-exit) - ISC
+[signal-exit@4.1.0](https://github.com/tapjs/signal-exit) - ISC
+[simple-swizzle@0.2.2](https://github.com/qix-/node-simple-swizzle) - MIT
+[sisteransi@1.0.5](https://github.com/terkelg/sisteransi) - MIT
+[slash@3.0.0](https://github.com/sindresorhus/slash) - MIT
+[source-map-support@0.5.13](https://github.com/evanw/node-source-map-support) - MIT
+[source-map@0.6.1](https://github.com/mozilla/source-map) - BSD-3-Clause
+[sprintf-js@1.0.3](https://github.com/alexei/sprintf.js) - BSD-3-Clause
+[stack-utils@2.0.6](https://github.com/tapjs/stack-utils) - MIT
+[stream-read-all@3.0.1](https://github.com/75lb/stream-read-all) - MIT
+[string-length@4.0.2](https://github.com/sindresorhus/string-length) - MIT
+[string-width@4.2.3](https://github.com/sindresorhus/string-width) - MIT
+[string-width@5.1.2](https://github.com/sindresorhus/string-width) - MIT
+[strip-ansi@6.0.1](https://github.com/chalk/strip-ansi) - MIT
+[strip-ansi@7.1.0](https://github.com/chalk/strip-ansi) - MIT
+[strip-bom@4.0.0](https://github.com/sindresorhus/strip-bom) - MIT
+[strip-final-newline@2.0.0](https://github.com/sindresorhus/strip-final-newline) - MIT
+[strip-json-comments@3.1.1](https://github.com/sindresorhus/strip-json-comments) - MIT
+[strnum@1.0.5](https://github.com/NaturalIntelligence/strnum) - MIT
+[supports-color@7.2.0](https://github.com/chalk/supports-color) - MIT
+[supports-color@8.1.1](https://github.com/chalk/supports-color) - MIT
+[supports-preserve-symlinks-flag@1.0.0](https://github.com/inspect-js/node-supports-preserve-symlinks-flag) - MIT
+[table-layout@3.0.2](https://github.com/75lb/table-layout) - MIT
+[tar@7.4.3](https://github.com/isaacs/node-tar) - ISC
+[test-exclude@6.0.0](https://github.com/istanbuljs/test-exclude) - ISC
+[text-table@0.2.0](https://github.com/substack/text-table) - MIT
+[tmp@0.2.3](https://github.com/raszi/node-tmp) - MIT
+[tmpl@1.0.5](https://github.com/daaku/nodejs-tmpl) - BSD-3-Clause
+[to-regex-range@5.0.1](https://github.com/micromatch/to-regex-range) - MIT
+[tr46@0.0.3](https://github.com/Sebmaster/tr46.js) - MIT
+[ts-api-utils@1.0.3](https://github.com/JoshuaKGoldberg/ts-api-utils) - MIT
+[ts-jest@29.1.2](https://github.com/kulshekhar/ts-jest) - MIT
+[tslib@1.14.1](https://github.com/Microsoft/tslib) - 0BSD
+[tslib@2.6.2](https://github.com/Microsoft/tslib) - 0BSD
+[type-check@0.4.0](https://github.com/gkz/type-check) - MIT
+[type-detect@4.0.8](https://github.com/chaijs/type-detect) - MIT
+[type-fest@0.20.2](https://github.com/sindresorhus/type-fest) - (MIT OR CC0-1.0)
+[type-fest@0.21.3](https://github.com/sindresorhus/type-fest) - (MIT OR CC0-1.0)
+[typedoc-plugin-markdown@4.2.1](https://github.com/typedoc2md/typedoc-plugin-markdown) - MIT
+[typedoc@0.26.4](https://github.com/TypeStrong/TypeDoc) - Apache-2.0
+[typescript-eslint@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - MIT
+[typescript@5.5.4](https://github.com/Microsoft/TypeScript) - Apache-2.0
+[typical@4.0.0](https://github.com/75lb/typical) - MIT
+[typical@7.1.1](https://github.com/75lb/typical) - MIT
+[uc.micro@2.1.0](https://github.com/markdown-it/uc.micro) - MIT
+[undici-types@5.26.5](https://github.com/nodejs/undici) - MIT
+[undici-types@6.19.8](https://github.com/nodejs/undici) - MIT
+[update-browserslist-db@1.0.13](https://github.com/browserslist/update-db) - MIT
+[uri-js@4.4.1](https://github.com/garycourt/uri-js) - BSD-2-Clause
+[uuid@9.0.1](https://github.com/uuidjs/uuid) - MIT
+[v8-to-istanbul@9.2.0](https://github.com/istanbuljs/v8-to-istanbul) - ISC
+[walker@1.0.8](https://github.com/daaku/nodejs-walker) - Apache-2.0
+[web-streams-polyfill@3.3.3](https://github.com/MattiasBuelens/web-streams-polyfill) - MIT
+[web-streams-polyfill@4.0.0-beta.3](https://github.com/MattiasBuelens/web-streams-polyfill) - MIT
+[webidl-conversions@3.0.1](https://github.com/jsdom/webidl-conversions) - BSD-2-Clause
+[whatwg-url@5.0.0](https://github.com/jsdom/whatwg-url) - MIT
+[which@2.0.2](https://github.com/isaacs/node-which) - ISC
+[wordwrapjs@5.1.0](https://github.com/75lb/wordwrapjs) - MIT
+[wrap-ansi@7.0.0](https://github.com/chalk/wrap-ansi) - MIT
+[wrap-ansi@8.1.0](https://github.com/chalk/wrap-ansi) - MIT
+[wrappy@1.0.2](https://github.com/npm/wrappy) - ISC
+[write-file-atomic@4.0.2](https://github.com/npm/write-file-atomic) - ISC
+[y18n@5.0.8](https://github.com/yargs/y18n) - ISC
+[yallist@3.1.1](https://github.com/isaacs/yallist) - ISC
+[yallist@5.0.0](https://github.com/isaacs/yallist) - BlueOak-1.0.0
+[yaml@2.4.5](https://github.com/eemeli/yaml) - ISC
+[yargs-parser@21.1.1](https://github.com/yargs/yargs-parser) - ISC
+[yargs@17.7.2](https://github.com/yargs/yargs) - MIT
+[yocto-queue@0.1.0](https://github.com/sindresorhus/yocto-queue) - MIT

nodejs/__test__/arrow.test.ts

@@ -63,6 +63,7 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
       tableFromIPC,
       DataType,
       Dictionary,
+      Uint8: ArrowUint8,
       // biome-ignore lint/suspicious/noExplicitAny: <explanation>
     } = <any>arrow;
     type Schema = ApacheArrow["Schema"];
@@ -362,6 +363,38 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
         ).toEqual(new Float64().toString());
       });
 
+      it("will infer FixedSizeList<Float32> from Float32Array values", async function () {
+        const table = makeArrowTable([
+          { id: "a", vector: new Float32Array([0.1, 0.2, 0.3]) },
+          { id: "b", vector: new Float32Array([0.4, 0.5, 0.6]) },
+        ]);
+
+        expect(DataType.isFixedSizeList(table.getChild("vector")?.type)).toBe(
+          true,
+        );
+        const vectorType = table.getChild("vector")?.type;
+        expect(vectorType.listSize).toBe(3);
+        expect(vectorType.children[0].type.toString()).toEqual(
+          new Float32().toString(),
+        );
+      });
+
+      it("will infer FixedSizeList<Uint8> from Uint8Array values", async function () {
+        const table = makeArrowTable([
+          { id: "a", vector: new Uint8Array([1, 2, 3]) },
+          { id: "b", vector: new Uint8Array([4, 5, 6]) },
+        ]);
+
+        expect(DataType.isFixedSizeList(table.getChild("vector")?.type)).toBe(
+          true,
+        );
+        const vectorType = table.getChild("vector")?.type;
+        expect(vectorType.listSize).toBe(3);
+        expect(vectorType.children[0].type.toString()).toEqual(
+          new ArrowUint8().toString(),
+        );
+      });
+
       it("will use dictionary encoded strings if asked", async function () {
         const table = makeArrowTable([{ str: "hello" }]);
         expect(DataType.isUtf8(table.getChild("str")?.type)).toBe(true);

nodejs/__test__/table.test.ts

@@ -312,6 +312,66 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
       expect(res.getChild("id")?.toJSON()).toEqual([2, 3]);
     });
 
+    it("should support takeRowIds with bigint array", async () => {
+      await table.add([{ id: 1 }, { id: 2 }, { id: 3 }]);
+      // Get actual row IDs using withRowId()
+      const allRows = await table.query().withRowId().toArray();
+      const rowIds = allRows.map((row) => row._rowid) as bigint[];
+
+      // Verify row IDs are bigint
+      expect(typeof rowIds[0]).toBe("bigint");
+
+      // Use takeRowIds with bigint array (the main use case from issue #2722)
+      const res = await table.takeRowIds([rowIds[0], rowIds[2]]).toArray();
+      expect(res.map((r) => r.id)).toEqual([1, 3]);
+    });
+
+    it("should support takeRowIds with number array for backwards compatibility", async () => {
+      await table.add([{ id: 1 }, { id: 2 }, { id: 3 }]);
+      // Small row IDs can be passed as numbers
+      const res = await table.takeRowIds([0, 2]).toArray();
+      expect(res.map((r) => r.id)).toEqual([1, 3]);
+    });
+
+    it("should support takeRowIds with mixed bigint and number array", async () => {
+      await table.add([{ id: 1 }, { id: 2 }, { id: 3 }]);
+      // Mixed array of bigint and number
+      const res = await table.takeRowIds([0n, 1, 2n]).toArray();
+      expect(res.map((r) => r.id)).toEqual([1, 2, 3]);
+    });
+
+    it("should throw for non-integer number in takeRowIds", () => {
+      expect(() => table.takeRowIds([1.5])).toThrow(
+        "Row id must be an integer (or bigint)",
+      );
+      expect(() => table.takeRowIds([0, 1.1, 2])).toThrow(
+        "Row id must be an integer (or bigint)",
+      );
+    });
+
+    it("should throw for negative number in takeRowIds", () => {
+      expect(() => table.takeRowIds([-1])).toThrow("Row id cannot be negative");
+      expect(() => table.takeRowIds([0, -5, 2])).toThrow(
+        "Row id cannot be negative",
+      );
+    });
+
+    it("should throw for unsafe large number in takeRowIds", () => {
+      // Number.MAX_SAFE_INTEGER + 1 is not safe
+      const unsafeNumber = Number.MAX_SAFE_INTEGER + 1;
+      expect(() => table.takeRowIds([unsafeNumber])).toThrow(
+        "Row id is too large for number; use bigint instead",
+      );
+    });
+
+    it("should reject negative bigint in takeRowIds", async () => {
+      await table.add([{ id: 1 }]);
+      // Negative bigint should be rejected by the Rust layer
+      expect(() => {
+        table.takeRowIds([-1n]);
+      }).toThrow("Row id cannot be negative");
+    });
+
     it("should return the table as an instance of an arrow table", async () => {
       const arrowTbl = await table.toArrow();
       expect(arrowTbl).toBeInstanceOf(ArrowTable);
@@ -1199,6 +1259,98 @@ describe("schema evolution", function () {
     expect(await table.schema()).toEqual(expectedSchema);
   });
 
+  it("can add columns with schema for explicit data types", async function () {
+    const con = await connect(tmpDir.name);
+    const table = await con.createTable("vectors", [
+      { id: 1n, vector: [0.1, 0.2] },
+    ]);
+
+    // Define schema for new columns with explicit data types
+    // Note: All columns must be nullable when using addColumns with Schema
+    // because they are initially populated with null values
+    const newColumnsSchema = new Schema([
+      new Field("price", new Float64(), true),
+      new Field("category", new Utf8(), true),
+      new Field("rating", new Int32(), true),
+    ]);
+
+    const result = await table.addColumns(newColumnsSchema);
+    expect(result).toHaveProperty("version");
+    expect(result.version).toBe(2);
+
+    const expectedSchema = new Schema([
+      new Field("id", new Int64(), true),
+      new Field(
+        "vector",
+        new FixedSizeList(2, new Field("item", new Float32(), true)),
+        true,
+      ),
+      new Field("price", new Float64(), true),
+      new Field("category", new Utf8(), true),
+      new Field("rating", new Int32(), true),
+    ]);
+    expect(await table.schema()).toEqual(expectedSchema);
+
+    // Verify that new columns are populated with null values
+    const results = await table.query().toArray();
+    expect(results).toHaveLength(1);
+    expect(results[0].price).toBeNull();
+    expect(results[0].category).toBeNull();
+    expect(results[0].rating).toBeNull();
+  });
+
+  it("can add a single column using Field", async function () {
+    const con = await connect(tmpDir.name);
+    const table = await con.createTable("vectors", [
+      { id: 1n, vector: [0.1, 0.2] },
+    ]);
+
+    // Add a single field
+    const priceField = new Field("price", new Float64(), true);
+    const result = await table.addColumns(priceField);
+    expect(result).toHaveProperty("version");
+    expect(result.version).toBe(2);
+
+    const expectedSchema = new Schema([
+      new Field("id", new Int64(), true),
+      new Field(
+        "vector",
+        new FixedSizeList(2, new Field("item", new Float32(), true)),
+        true,
+      ),
+      new Field("price", new Float64(), true),
+    ]);
+    expect(await table.schema()).toEqual(expectedSchema);
+  });
+
+  it("can add multiple columns using array of Fields", async function () {
+    const con = await connect(tmpDir.name);
+    const table = await con.createTable("vectors", [
+      { id: 1n, vector: [0.1, 0.2] },
+    ]);
+
+    // Add multiple fields as array
+    const fields = [
+      new Field("price", new Float64(), true),
+      new Field("category", new Utf8(), true),
+    ];
+    const result = await table.addColumns(fields);
+    expect(result).toHaveProperty("version");
+    expect(result.version).toBe(2);
+
+    const expectedSchema = new Schema([
+      new Field("id", new Int64(), true),
+      new Field(
+        "vector",
+        new FixedSizeList(2, new Field("item", new Float32(), true)),
+        true,
+      ),
+      new Field("price", new Float64(), true),
+      new Field("category", new Utf8(), true),
+    ]);
+    expect(await table.schema()).toEqual(expectedSchema);
+  });
+
   it("can alter the columns in the schema", async function () {
     const con = await connect(tmpDir.name);
     const schema = new Schema([
@@ -1520,9 +1672,9 @@ describe("when optimizing a dataset", () => {
 
   it("delete unverified", async () => {
     const version = await table.version();
-    const versionFile = `${tmpDir.name}/${table.name}.lance/_versions/${
-      version - 1
-    }.manifest`;
+    const versionFile = `${tmpDir.name}/${table.name}.lance/_versions/${String(
+      18446744073709551615n - (BigInt(version) - 1n),
+    ).padStart(20, "0")}.manifest`;
     fs.rmSync(versionFile);
 
     let stats = await table.optimize({ deleteUnverified: false });
@@ -1637,6 +1789,65 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
       expect(results2[0].text).toBe(data[1].text);
     });
 
+    test("full text search fast search", async () => {
+      const db = await connect(tmpDir.name);
+      const data = [{ text: "hello world", vector: [0.1, 0.2, 0.3], id: 1 }];
+      const table = await db.createTable("test", data);
+      await table.createIndex("text", {
+        config: Index.fts(),
+      });
+
+      // Insert unindexed data after creating the index.
+      await table.add([{ text: "xyz", vector: [0.4, 0.5, 0.6], id: 2 }]);
+
+      const withFlatSearch = await table
+        .search("xyz", "fts")
+        .limit(10)
+        .toArray();
+      expect(withFlatSearch.length).toBeGreaterThan(0);
+
+      const fastSearchResults = await table
+        .search("xyz", "fts")
+        .fastSearch()
+        .limit(10)
+        .toArray();
+      expect(fastSearchResults.length).toBe(0);
+
+      const nearestToTextFastSearch = await table
+        .query()
+        .nearestToText("xyz")
+        .fastSearch()
+        .limit(10)
+        .toArray();
+      expect(nearestToTextFastSearch.length).toBe(0);
+
+      // fastSearch should be chainable with other methods.
+      const chainedFastSearch = await table
+        .search("xyz", "fts")
+        .fastSearch()
+        .select(["text"])
+        .limit(5)
+        .toArray();
+      expect(chainedFastSearch.length).toBe(0);
+
+      await table.optimize();
+
+      const indexedFastSearch = await table
+        .search("xyz", "fts")
+        .fastSearch()
+        .limit(10)
+        .toArray();
+      expect(indexedFastSearch.length).toBeGreaterThan(0);
+
+      const indexedNearestToTextFastSearch = await table
+        .query()
+        .nearestToText("xyz")
+        .fastSearch()
+        .limit(10)
+        .toArray();
+      expect(indexedNearestToTextFastSearch.length).toBeGreaterThan(0);
+    });
+
     test("prewarm full text search index", async () => {
       const db = await connect(tmpDir.name);
       const data = [
@@ -2085,3 +2296,36 @@ describe("when creating an empty table", () => {
     expect((actualSchema.fields[1].type as Float64).precision).toBe(2);
   });
 });
+
+// Ensure we can create float32 arrays without using Arrow
+// by utilizing native JS TypedArray support
+//
+// https://github.com/lancedb/lancedb/issues/3115
+describe("when creating a table with Float32Array vectors", () => {
+  let tmpDir: tmp.DirResult;
+  beforeEach(() => {
+    tmpDir = tmp.dirSync({ unsafeCleanup: true });
+  });
+  afterEach(() => {
+    tmpDir.removeCallback();
+  });
+
+  it("should persist Float32Array as FixedSizeList<Float32> in the LanceDB schema", async () => {
+    const db = await connect(tmpDir.name);
+    const table = await db.createTable("test", [
+      { id: "a", vector: new Float32Array([0.1, 0.2, 0.3]) },
+      { id: "b", vector: new Float32Array([0.4, 0.5, 0.6]) },
+    ]);
+
+    const schema = await table.schema();
+    const vectorField = schema.fields.find((f) => f.name === "vector");
+    expect(vectorField).toBeDefined();
+    expect(vectorField!.type).toBeInstanceOf(FixedSizeList);
+
+    const fsl = vectorField!.type as FixedSizeList;
+    expect(fsl.listSize).toBe(3);
+    expect(fsl.children[0].type.typeId).toBe(Type.Float);
+    // precision: HALF=0, SINGLE=1, DOUBLE=2
+    expect((fsl.children[0].type as Float32).precision).toBe(1);
+  });
+});

nodejs/examples/package-lock.json

@@ -30,12 +30,15 @@
         "x64",
         "arm64"
       ],
+      "dev": true,
       "license": "Apache-2.0",
+      "optional": true,
       "os": [
         "darwin",
         "linux",
         "win32"
       ],
+      "peer": true,
       "dependencies": {
         "reflect-metadata": "^0.2.2"
       },
@@ -91,14 +94,15 @@
       }
     },
     "node_modules/@babel/code-frame": {
-      "version": "7.26.2",
-      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.26.2.tgz",
-      "integrity": "sha512-RJlIHRueQgwWitWgF8OdFYGZX328Ax5BCemNGlqHfplnRT9ESi8JkFlvaVYbS+UubVY6dpv87Fs2u5M29iNFVQ==",
+      "version": "7.29.0",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.29.0.tgz",
+      "integrity": "sha512-9NhCeYjq9+3uxgdtp20LSiJXJvN0FeCtNGpJxuMFZ1Kv3cWUNb6DOhJwUvcVCzKGR66cw4njwM6hrJLqgOwbcw==",
       "dev": true,
+      "license": "MIT",
       "dependencies": {
-        "@babel/helper-validator-identifier": "^7.25.9",
+        "@babel/helper-validator-identifier": "^7.28.5",
         "js-tokens": "^4.0.0",
-        "picocolors": "^1.0.0"
+        "picocolors": "^1.1.1"
       },
       "engines": {
         "node": ">=6.9.0"
@@ -233,19 +237,21 @@
       }
     },
     "node_modules/@babel/helper-string-parser": {
-      "version": "7.25.9",
-      "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.25.9.tgz",
-      "integrity": "sha512-4A/SCr/2KLd5jrtOMFzaKjVtAei3+2r/NChoBNoZ3EyP/+GlhoaEGoWOZUmFmoITP7zOJyHIMm+DYRd8o3PvHA==",
+      "version": "7.27.1",
+      "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.27.1.tgz",
+      "integrity": "sha512-qMlSxKbpRlAridDExk92nSobyDdpPijUq2DW6oDnUqd0iOGxmQjyqhMIihI9+zv4LPyZdRje2cavWPbCbWm3eA==",
       "dev": true,
+      "license": "MIT",
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@babel/helper-validator-identifier": {
-      "version": "7.25.9",
-      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.25.9.tgz",
-      "integrity": "sha512-Ed61U6XJc3CVRfkERJWDz4dJwKe7iLmmJsbOGu9wSloNSFttHV0I8g6UAgb7qnK5ly5bGLPd4oXZlxCdANBOWQ==",
+      "version": "7.28.5",
+      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.28.5.tgz",
+      "integrity": "sha512-qSs4ifwzKJSV39ucNjsvc6WVHs6b7S03sOh2OcHF9UHfVPqWWALUsNUVzhSBiItjRZoLHx7nIarVjqKVusUZ1Q==",
       "dev": true,
+      "license": "MIT",
       "engines": {
         "node": ">=6.9.0"
       }
@@ -260,25 +266,27 @@
       }
     },
     "node_modules/@babel/helpers": {
-      "version": "7.26.0",
-      "resolved": "https://registry.npmjs.org/@babel/helpers/-/helpers-7.26.0.tgz",
-      "integrity": "sha512-tbhNuIxNcVb21pInl3ZSjksLCvgdZy9KwJ8brv993QtIVKJBBkYXz4q4ZbAv31GdnC+R90np23L5FbEBlthAEw==",
+      "version": "7.28.6",
+      "resolved": "https://registry.npmjs.org/@babel/helpers/-/helpers-7.28.6.tgz",
+      "integrity": "sha512-xOBvwq86HHdB7WUDTfKfT/Vuxh7gElQ+Sfti2Cy6yIWNW05P8iUslOVcZ4/sKbE+/jQaukQAdz/gf3724kYdqw==",
       "dev": true,
+      "license": "MIT",
       "dependencies": {
-        "@babel/template": "^7.25.9",
-        "@babel/types": "^7.26.0"
+        "@babel/template": "^7.28.6",
+        "@babel/types": "^7.28.6"
       },
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@babel/parser": {
-      "version": "7.26.2",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.26.2.tgz",
-      "integrity": "sha512-DWMCZH9WA4Maitz2q21SRKHo9QXZxkDsbNZoVD62gusNtNBBqDg9i7uOhASfTfIGNzW+O+r7+jAlM8dwphcJKQ==",
+      "version": "7.29.0",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.0.tgz",
+      "integrity": "sha512-IyDgFV5GeDUVX4YdF/3CPULtVGSXXMLh1xVIgdCgxApktqnQV0r7/8Nqthg+8YLGaAtdyIlo2qIdZrbCv4+7ww==",
       "dev": true,
+      "license": "MIT",
       "dependencies": {
-        "@babel/types": "^7.26.0"
+        "@babel/types": "^7.29.0"
       },
       "bin": {
         "parser": "bin/babel-parser.js"
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-      "version": "7.0.0",
-      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
-      "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
-      "dependencies": {
-        "ansi-styles": "^4.0.0",
-        "string-width": "^4.1.0",
-        "strip-ansi": "^6.0.0"
-      },
-      "engines": {
-        "node": ">=10"
-      },
-      "funding": {
-        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
-      }
-    },
     "node_modules/wrappy": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",

nodejs/lancedb/arrow.ts

@@ -20,6 +20,8 @@ import {
   Float32,
   Float64,
   Int,
+  Int8,
+  Int16,
   Int32,
   Int64,
   LargeBinary,
@@ -35,6 +37,8 @@ import {
   Timestamp,
   Type,
   Uint8,
+  Uint16,
+  Uint32,
   Utf8,
   Vector,
   makeVector as arrowMakeVector,
@@ -529,7 +533,8 @@ function isObject(value: unknown): value is Record<string, unknown> {
     !(value instanceof Date) &&
     !(value instanceof Set) &&
     !(value instanceof Map) &&
-    !(value instanceof Buffer)
+    !(value instanceof Buffer) &&
+    !ArrayBuffer.isView(value)
   );
 }
 
@@ -588,6 +593,13 @@ function inferType(
     return new Bool();
   } else if (value instanceof Buffer) {
     return new Binary();
+  } else if (ArrayBuffer.isView(value) && !(value instanceof DataView)) {
+    const info = typedArrayToArrowType(value);
+    if (info !== undefined) {
+      const child = new Field("item", info.elementType, true);
+      return new FixedSizeList(info.length, child);
+    }
+    return undefined;
   } else if (Array.isArray(value)) {
     if (value.length === 0) {
       return undefined; // Without any values we can't infer the type
@@ -746,6 +758,32 @@ function makeListVector(lists: unknown[][]): Vector<unknown> {
   return listBuilder.finish().toVector();
 }
 
+/**
+ * Map a JS TypedArray instance to the corresponding Arrow element DataType
+ * and its length. Returns undefined if the value is not a recognized TypedArray.
+ */
+function typedArrayToArrowType(
+  value: ArrayBufferView,
+): { elementType: DataType; length: number } | undefined {
+  if (value instanceof Float32Array)
+    return { elementType: new Float32(), length: value.length };
+  if (value instanceof Float64Array)
+    return { elementType: new Float64(), length: value.length };
+  if (value instanceof Uint8Array)
+    return { elementType: new Uint8(), length: value.length };
+  if (value instanceof Uint16Array)
+    return { elementType: new Uint16(), length: value.length };
+  if (value instanceof Uint32Array)
+    return { elementType: new Uint32(), length: value.length };
+  if (value instanceof Int8Array)
+    return { elementType: new Int8(), length: value.length };
+  if (value instanceof Int16Array)
+    return { elementType: new Int16(), length: value.length };
+  if (value instanceof Int32Array)
+    return { elementType: new Int32(), length: value.length };
+  return undefined;
+}
+
 /** Helper function to convert an Array of JS values to an Arrow Vector */
 function makeVector(
   values: unknown[],
@@ -814,6 +852,16 @@ function makeVector(
       "makeVector cannot infer the type if all values are null or undefined",
     );
   }
+  if (ArrayBuffer.isView(sampleValue) && !(sampleValue instanceof DataView)) {
+    const info = typedArrayToArrowType(sampleValue);
+    if (info !== undefined) {
+      const fslType = new FixedSizeList(
+        info.length,
+        new Field("item", info.elementType, true),
+      );
+      return vectorFromArray(values, fslType);
+    }
+  }
   if (Array.isArray(sampleValue)) {
     // Default Arrow inference doesn't handle list types
     return makeListVector(values as unknown[][]);

nodejs/lancedb/index.ts

@@ -273,7 +273,9 @@ export async function connect(
   let nativeProvider: NativeJsHeaderProvider | undefined;
   if (finalHeaderProvider) {
     if (typeof finalHeaderProvider === "function") {
-      nativeProvider = new NativeJsHeaderProvider(finalHeaderProvider);
+      nativeProvider = new NativeJsHeaderProvider(async () =>
+        finalHeaderProvider(),
+      );
     } else if (
       finalHeaderProvider &&
       typeof finalHeaderProvider.getHeaders === "function"

nodejs/lancedb/query.ts

@@ -684,19 +684,17 @@ export class VectorQuery extends StandardQueryBase<NativeVectorQuery> {
 
   rerank(reranker: Reranker): VectorQuery {
     super.doCall((inner) =>
-      inner.rerank({
-        rerankHybrid: async (_, args) => {
-          const vecResults = await fromBufferToRecordBatch(args.vecResults);
-          const ftsResults = await fromBufferToRecordBatch(args.ftsResults);
-          const result = await reranker.rerankHybrid(
-            args.query,
-            vecResults as RecordBatch,
-            ftsResults as RecordBatch,
-          );
+      inner.rerank(async (args) => {
+        const vecResults = await fromBufferToRecordBatch(args.vecResults);
+        const ftsResults = await fromBufferToRecordBatch(args.ftsResults);
+        const result = await reranker.rerankHybrid(
+          args.query,
+          vecResults as RecordBatch,
+          ftsResults as RecordBatch,
+        );
 
-          const buffer = fromRecordBatchToBuffer(result);
-          return buffer;
-        },
+        const buffer = fromRecordBatchToBuffer(result);
+        return buffer;
       }),
     );
 

nodejs/lancedb/table.ts

@@ -5,12 +5,15 @@ import {
   Table as ArrowTable,
   Data,
   DataType,
+  Field,
   IntoVector,
   MultiVector,
   Schema,
   dataTypeToJson,
   fromDataToBuffer,
+  fromTableToBuffer,
   isMultiVector,
+  makeEmptyTable,
   tableFromIPC,
 } from "./arrow";
 
@@ -84,6 +87,16 @@ export interface OptimizeOptions {
    * tbl.optimize({cleanupOlderThan: new Date()});
    */
   cleanupOlderThan: Date;
+  /**
+   * Because they may be part of an in-progress transaction, files newer than
+   * 7 days old are not deleted by default. If you are sure that there are no
+   * in-progress transactions, then you can set this to true to delete all
+   * files older than `cleanupOlderThan`.
+   *
+   * **WARNING**: This should only be set to true if you can guarantee that
+   * no other process is currently working on this dataset. Otherwise the
+   * dataset could be put into a corrupted state.
+   */
   deleteUnverified: boolean;
 }
 
@@ -347,9 +360,13 @@ export abstract class Table {
   /**
    * Create a query that returns a subset of the rows in the table.
    * @param rowIds The row ids of the rows to return.
+   *
+   * Row ids returned by `withRowId()` are `bigint`, so `bigint[]` is supported.
+   * For convenience / backwards compatibility, `number[]` is also accepted (for
+   * small row ids that fit in a safe integer).
    * @returns A builder that can be used to parameterize the query.
    */
-  abstract takeRowIds(rowIds: number[]): TakeQuery;
+  abstract takeRowIds(rowIds: readonly (bigint | number)[]): TakeQuery;
 
   /**
    * Create a search query to find the nearest neighbors
@@ -377,15 +394,16 @@ export abstract class Table {
   abstract vectorSearch(vector: IntoVector | MultiVector): VectorQuery;
   /**
    * Add new columns with defined values.
-   * @param {AddColumnsSql[]} newColumnTransforms pairs of column names and
-   * the SQL expression to use to calculate the value of the new column. These
-   * expressions will be evaluated for each row in the table, and can
-   * reference existing columns in the table.
+   * @param {AddColumnsSql[] | Field | Field[] | Schema} newColumnTransforms Either:
+   *   - An array of objects with column names and SQL expressions to calculate values
+   *   - A single Arrow Field defining one column with its data type (column will be initialized with null values)
+   *   - An array of Arrow Fields defining columns with their data types (columns will be initialized with null values)
+   *   - An Arrow Schema defining columns with their data types (columns will be initialized with null values)
    * @returns {Promise<AddColumnsResult>} A promise that resolves to an object
    * containing the new version number of the table after adding the columns.
    */
   abstract addColumns(
-    newColumnTransforms: AddColumnsSql[],
+    newColumnTransforms: AddColumnsSql[] | Field | Field[] | Schema,
   ): Promise<AddColumnsResult>;
 
   /**
@@ -497,19 +515,7 @@ export abstract class Table {
    *  - Index: Optimizes the indices, adding new data to existing indices
    *
    *
-   *  Experimental API
-   *  ----------------
-   *
-   *  The optimization process is undergoing active development and may change.
-   *  Our goal with these changes is to improve the performance of optimization and
-   *  reduce the complexity.
-   *
-   *  That being said, it is essential today to run optimize if you want the best
-   *  performance.  It should be stable and safe to use in production, but it our
-   *  hope that the API may be simplified (or not even need to be called) in the
-   *  future.
-   *
-   *  The frequency an application shoudl call optimize is based on the frequency of
+   *  The frequency an application should call optimize is based on the frequency of
    *  data modifications.  If data is frequently added, deleted, or updated then
    *  optimize should be run frequently.  A good rule of thumb is to run optimize if
    *  you have added or modified 100,000 or more records or run more than 20 data
@@ -538,6 +544,35 @@ export abstract class Table {
    *
    */
   abstract stats(): Promise<TableStatistics>;
+
+  /**
+   * Get the initial storage options that were passed in when opening this table.
+   *
+   * For dynamically refreshed options (e.g., credential vending), use
+   * {@link Table.latestStorageOptions}.
+   *
+   * Warning: This is an internal API and the return value is subject to change.
+   *
+   * @returns The storage options, or undefined if no storage options were configured.
+   */
+  abstract initialStorageOptions(): Promise<
+    Record<string, string> | null | undefined
+  >;
+
+  /**
+   * Get the latest storage options, refreshing from provider if configured.
+   *
+   * This method is useful for credential vending scenarios where storage options
+   * may be refreshed dynamically. If no dynamic provider is configured, this
+   * returns the initial static options.
+   *
+   * Warning: This is an internal API and the return value is subject to change.
+   *
+   * @returns The storage options, or undefined if no storage options were configured.
+   */
+  abstract latestStorageOptions(): Promise<
+    Record<string, string> | null | undefined
+  >;
 }
 
 export class LocalTable extends Table {
@@ -686,8 +721,24 @@ export class LocalTable extends Table {
     return new TakeQuery(this.inner.takeOffsets(offsets));
   }
 
-  takeRowIds(rowIds: number[]): TakeQuery {
-    return new TakeQuery(this.inner.takeRowIds(rowIds));
+  takeRowIds(rowIds: readonly (bigint | number)[]): TakeQuery {
+    const ids = rowIds.map((id) => {
+      if (typeof id === "bigint") {
+        return id;
+      }
+      if (!Number.isInteger(id)) {
+        throw new Error("Row id must be an integer (or bigint)");
+      }
+      if (id < 0) {
+        throw new Error("Row id cannot be negative");
+      }
+      if (!Number.isSafeInteger(id)) {
+        throw new Error("Row id is too large for number; use bigint instead");
+      }
+      return BigInt(id);
+    });
+
+    return new TakeQuery(this.inner.takeRowIds(ids));
   }
 
   query(): Query {
@@ -757,9 +808,40 @@ export class LocalTable extends Table {
   // TODO: Support BatchUDF
 
   async addColumns(
-    newColumnTransforms: AddColumnsSql[],
+    newColumnTransforms: AddColumnsSql[] | Field | Field[] | Schema,
   ): Promise<AddColumnsResult> {
-    return await this.inner.addColumns(newColumnTransforms);
+    // Handle single Field -> convert to array of Fields
+    if (newColumnTransforms instanceof Field) {
+      newColumnTransforms = [newColumnTransforms];
+    }
+
+    // Handle array of Fields -> convert to Schema
+    if (
+      Array.isArray(newColumnTransforms) &&
+      newColumnTransforms.length > 0 &&
+      newColumnTransforms[0] instanceof Field
+    ) {
+      const fields = newColumnTransforms as Field[];
+      newColumnTransforms = new Schema(fields);
+    }
+
+    // Handle Schema -> use schema-based approach
+    if (newColumnTransforms instanceof Schema) {
+      const schema = newColumnTransforms;
+      // Convert schema to buffer using Arrow IPC format
+      const emptyTable = makeEmptyTable(schema);
+      const schemaBuf = await fromTableToBuffer(emptyTable);
+      return await this.inner.addColumnsWithSchema(schemaBuf);
+    }
+
+    // Handle SQL expressions (existing functionality)
+    if (Array.isArray(newColumnTransforms)) {
+      return await this.inner.addColumns(
+        newColumnTransforms as AddColumnsSql[],
+      );
+    }
+
+    throw new Error("Invalid input type for addColumns");
   }
 
   async alterColumns(
@@ -858,6 +940,18 @@ export class LocalTable extends Table {
     return await this.inner.stats();
   }
 
+  async initialStorageOptions(): Promise<
+    Record<string, string> | null | undefined
+  > {
+    return await this.inner.initialStorageOptions();
+  }
+
+  async latestStorageOptions(): Promise<
+    Record<string, string> | null | undefined
+  > {
+    return await this.inner.latestStorageOptions();
+  }
+
   mergeInsert(on: string | string[]): MergeInsertBuilder {
     on = Array.isArray(on) ? on : [on];
     return new MergeInsertBuilder(this.inner.mergeInsert(on), this.schema());

nodejs/npm/darwin-arm64/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-darwin-arm64",
-	"version": "0.23.0-beta.1",
+	"version": "0.27.0",
 	"os": ["darwin"],
 	"cpu": ["arm64"],
 	"main": "lancedb.darwin-arm64.node",
@@ -8,5 +8,9 @@
 	"license": "Apache-2.0",
 	"engines": {
 		"node": ">= 18"
+	},
+	"repository": {
+		"type": "git",
+		"url": "https://github.com/lancedb/lancedb"
 	}
 }

nodejs/npm/darwin-x64/README.md

@@ -1,3 +0,0 @@
-# `@lancedb/lancedb-darwin-x64`
-
-This is the **x86_64-apple-darwin** binary for `@lancedb/lancedb`

nodejs/npm/darwin-x64/package.json

@@ -1,12 +0,0 @@
-{
-	"name": "@lancedb/lancedb-darwin-x64",
-	"version": "0.23.0-beta.1",
-	"os": ["darwin"],
-	"cpu": ["x64"],
-	"main": "lancedb.darwin-x64.node",
-	"files": ["lancedb.darwin-x64.node"],
-	"license": "Apache-2.0",
-	"engines": {
-		"node": ">= 18"
-	}
-}

nodejs/npm/linux-arm64-gnu/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-arm64-gnu",
-	"version": "0.23.0-beta.1",
+	"version": "0.27.0",
 	"os": ["linux"],
 	"cpu": ["arm64"],
 	"main": "lancedb.linux-arm64-gnu.node",
@@ -9,5 +9,9 @@
 	"engines": {
 		"node": ">= 18"
 	},
-	"libc": ["glibc"]
+	"libc": ["glibc"],
+	"repository": {
+		"type": "git",
+		"url": "https://github.com/lancedb/lancedb"
+	}
 }

nodejs/npm/linux-arm64-musl/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-arm64-musl",
-	"version": "0.23.0-beta.1",
+	"version": "0.27.0",
 	"os": ["linux"],
 	"cpu": ["arm64"],
 	"main": "lancedb.linux-arm64-musl.node",
@@ -9,5 +9,9 @@
 	"engines": {
 		"node": ">= 18"
 	},
-	"libc": ["musl"]
+	"libc": ["musl"],
+	"repository": {
+		"type": "git",
+		"url": "https://github.com/lancedb/lancedb"
+	}
 }

nodejs/npm/linux-x64-gnu/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-x64-gnu",
-	"version": "0.23.0-beta.1",
+	"version": "0.27.0",
 	"os": ["linux"],
 	"cpu": ["x64"],
 	"main": "lancedb.linux-x64-gnu.node",
@@ -9,5 +9,9 @@
 	"engines": {
 		"node": ">= 18"
 	},
-	"libc": ["glibc"]
+	"libc": ["glibc"],
+	"repository": {
+		"type": "git",
+		"url": "https://github.com/lancedb/lancedb"
+	}
 }

nodejs/npm/linux-x64-musl/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-x64-musl",
-	"version": "0.23.0-beta.1",
+	"version": "0.27.0",
 	"os": ["linux"],
 	"cpu": ["x64"],
 	"main": "lancedb.linux-x64-musl.node",
@@ -9,5 +9,9 @@
 	"engines": {
 		"node": ">= 18"
 	},
-	"libc": ["musl"]
+	"libc": ["musl"],
+	"repository": {
+		"type": "git",
+		"url": "https://github.com/lancedb/lancedb"
+	}
 }

nodejs/npm/win32-arm64-msvc/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@lancedb/lancedb-win32-arm64-msvc",
-  "version": "0.23.0-beta.1",
+  "version": "0.27.0",
   "os": [
     "win32"
   ],
@@ -14,5 +14,9 @@
   "license": "Apache-2.0",
   "engines": {
     "node": ">= 18"
+  },
+  "repository": {
+    "type": "git",
+    "url": "https://github.com/lancedb/lancedb"
   }
 }

nodejs/npm/win32-x64-msvc/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-win32-x64-msvc",
-	"version": "0.23.0-beta.1",
+	"version": "0.27.0",
 	"os": ["win32"],
 	"cpu": ["x64"],
 	"main": "lancedb.win32-x64-msvc.node",
@@ -8,5 +8,9 @@
 	"license": "Apache-2.0",
 	"engines": {
 		"node": ">= 18"
+	},
+	"repository": {
+		"type": "git",
+		"url": "https://github.com/lancedb/lancedb"
 	}
 }

nodejs/package.json

@@ -11,7 +11,7 @@
     "ann"
   ],
   "private": false,
-  "version": "0.23.0-beta.1",
+  "version": "0.27.0",
   "main": "dist/index.js",
   "exports": {
     ".": "./dist/index.js",
@@ -21,29 +21,29 @@
   },
   "types": "dist/index.d.ts",
   "napi": {
-    "name": "lancedb",
-    "triples": {
-      "defaults": false,
-      "additional": [
-        "x86_64-apple-darwin",
-        "aarch64-apple-darwin",
-        "x86_64-unknown-linux-gnu",
-        "aarch64-unknown-linux-gnu",
-        "x86_64-unknown-linux-musl",
-        "aarch64-unknown-linux-musl",
-        "x86_64-pc-windows-msvc",
-        "aarch64-pc-windows-msvc"
-      ]
-    }
+    "binaryName": "lancedb",
+    "targets": [
+      "aarch64-apple-darwin",
+      "x86_64-unknown-linux-gnu",
+      "aarch64-unknown-linux-gnu",
+      "x86_64-unknown-linux-musl",
+      "aarch64-unknown-linux-musl",
+      "x86_64-pc-windows-msvc",
+      "aarch64-pc-windows-msvc"
+    ]
   },
   "license": "Apache-2.0",
+  "repository": {
+    "type": "git",
+    "url": "https://github.com/lancedb/lancedb"
+  },
   "devDependencies": {
     "@aws-sdk/client-dynamodb": "^3.33.0",
     "@aws-sdk/client-kms": "^3.33.0",
     "@aws-sdk/client-s3": "^3.33.0",
     "@biomejs/biome": "^1.7.3",
     "@jest/globals": "^29.7.0",
-    "@napi-rs/cli": "^2.18.3",
+    "@napi-rs/cli": "^3.5.1",
     "@types/axios": "^0.14.0",
     "@types/jest": "^29.1.2",
     "@types/node": "^22.7.4",
@@ -72,9 +72,9 @@
   "os": ["darwin", "linux", "win32"],
   "scripts": {
     "artifacts": "napi artifacts",
-    "build:debug": "napi build --platform --no-const-enum --dts ../lancedb/native.d.ts --js ../lancedb/native.js lancedb",
+    "build:debug": "napi build --platform --dts ../lancedb/native.d.ts --js ../lancedb/native.js --output-dir lancedb",
     "postbuild:debug": "shx mkdir -p dist && shx cp lancedb/*.node dist/",
-    "build:release": "napi build --platform --no-const-enum --release --dts ../lancedb/native.d.ts --js ../lancedb/native.js dist/",
+    "build:release": "napi build --platform --release --dts ../lancedb/native.d.ts --js ../lancedb/native.js --output-dir dist",
     "postbuild:release": "shx mkdir -p dist && shx cp lancedb/*.node dist/",
     "build": "npm run build:debug && npm run tsc",
     "build-release": "npm run build:release && npm run tsc",
@@ -88,7 +88,7 @@
     "prepublishOnly": "napi prepublish -t npm",
     "test": "jest --verbose",
     "integration": "S3_TEST=1 npm run test",
-    "universal": "napi universal",
+    "universal": "napi universalize",
     "version": "napi version"
   },
   "dependencies": {

nodejs/src/connection.rs

@@ -8,11 +8,12 @@ use lancedb::database::{CreateTableMode, Database};
 use napi::bindgen_prelude::*;
 use napi_derive::*;
 
+use crate::ConnectionOptions;
 use crate::error::NapiErrorExt;
 use crate::header::JsHeaderProvider;
 use crate::table::Table;
-use crate::ConnectionOptions;
 use lancedb::connection::{ConnectBuilder, Connection as LanceDBConnection};
+
 use lancedb::ipc::{ipc_file_to_batches, ipc_file_to_schema};
 
 #[napi]

nodejs/src/header.rs

@@ -1,20 +1,19 @@
 // SPDX-License-Identifier: Apache-2.0
 // SPDX-FileCopyrightText: Copyright The LanceDB Authors
 
-use napi::{
-    bindgen_prelude::*,
-    threadsafe_function::{ErrorStrategy, ThreadsafeFunction},
-};
+use napi::{bindgen_prelude::*, threadsafe_function::ThreadsafeFunction};
 use napi_derive::napi;
 use std::collections::HashMap;
 use std::sync::Arc;
 
+type GetHeadersFn = ThreadsafeFunction<(), Promise<HashMap<String, String>>, (), Status, false>;
+
 /// JavaScript HeaderProvider implementation that wraps a JavaScript callback.
 /// This is the only native header provider - all header provider implementations
 /// should provide a JavaScript function that returns headers.
 #[napi]
 pub struct JsHeaderProvider {
-    get_headers_fn: Arc<ThreadsafeFunction<(), ErrorStrategy::CalleeHandled>>,
+    get_headers_fn: Arc<GetHeadersFn>,
 }
 
 impl Clone for JsHeaderProvider {
@@ -29,9 +28,12 @@ impl Clone for JsHeaderProvider {
 impl JsHeaderProvider {
     /// Create a new JsHeaderProvider from a JavaScript callback
     #[napi(constructor)]
-    pub fn new(get_headers_callback: JsFunction) -> Result<Self> {
+    pub fn new(
+        get_headers_callback: Function<(), Promise<HashMap<String, String>>>,
+    ) -> Result<Self> {
         let get_headers_fn = get_headers_callback
-            .create_threadsafe_function(0, |ctx| Ok(vec![ctx.value]))
+            .build_threadsafe_function()
+            .build()
             .map_err(|e| {
                 Error::new(
                     Status::GenericFailure,
@@ -51,7 +53,7 @@ impl lancedb::remote::HeaderProvider for JsHeaderProvider {
     async fn get_headers(&self) -> lancedb::error::Result<HashMap<String, String>> {
         // Call the JavaScript function asynchronously
         let promise: Promise<HashMap<String, String>> =
-            self.get_headers_fn.call_async(Ok(())).await.map_err(|e| {
+            self.get_headers_fn.call_async(()).await.map_err(|e| {
                 lancedb::error::Error::Runtime {
                     message: format!("Failed to call JavaScript get_headers: {}", e),
                 }

nodejs/src/index.rs

@@ -3,12 +3,12 @@
 
 use std::sync::Mutex;
 
+use lancedb::index::Index as LanceDbIndex;
 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;
 
 use crate::util::parse_distance_type;

nodejs/src/lib.rs

@@ -60,7 +60,7 @@ pub struct OpenTableOptions {
     pub storage_options: Option<HashMap<String, String>>,
 }
 
-#[napi::module_init]
+#[napi_derive::module_init]
 fn init() {
     let env = Env::new()
         .filter_or("LANCEDB_LOG", "warn")

nodejs/src/query.rs

@@ -17,11 +17,11 @@ use lancedb::query::VectorQuery as LanceDbVectorQuery;
 use napi::bindgen_prelude::*;
 use napi_derive::napi;
 
-use crate::error::convert_error;
 use crate::error::NapiErrorExt;
+use crate::error::convert_error;
 use crate::iterator::RecordBatchIterator;
+use crate::rerankers::RerankHybridCallbackArgs;
 use crate::rerankers::Reranker;
-use crate::rerankers::RerankerCallbacks;
 use crate::util::{parse_distance_type, schema_to_buffer};
 
 #[napi]
@@ -42,7 +42,7 @@ impl Query {
     }
 
     #[napi]
-    pub fn full_text_search(&mut self, query: napi::JsObject) -> napi::Result<()> {
+    pub fn full_text_search(&mut self, query: Object) -> napi::Result<()> {
         let query = parse_fts_query(query)?;
         self.inner = self.inner.clone().full_text_search(query);
         Ok(())
@@ -235,7 +235,7 @@ impl VectorQuery {
     }
 
     #[napi]
-    pub fn full_text_search(&mut self, query: napi::JsObject) -> napi::Result<()> {
+    pub fn full_text_search(&mut self, query: Object) -> napi::Result<()> {
         let query = parse_fts_query(query)?;
         self.inner = self.inner.clone().full_text_search(query);
         Ok(())
@@ -272,11 +272,13 @@ impl VectorQuery {
     }
 
     #[napi]
-    pub fn rerank(&mut self, callbacks: RerankerCallbacks) {
-        self.inner = self
-            .inner
-            .clone()
-            .rerank(Arc::new(Reranker::new(callbacks)));
+    pub fn rerank(
+        &mut self,
+        rerank_hybrid: Function<RerankHybridCallbackArgs, Promise<Buffer>>,
+    ) -> napi::Result<()> {
+        let reranker = Reranker::new(rerank_hybrid)?;
+        self.inner = self.inner.clone().rerank(Arc::new(reranker));
+        Ok(())
     }
 
     #[napi(catch_unwind)]
@@ -523,12 +525,12 @@ impl JsFullTextQuery {
     }
 }
 
-fn parse_fts_query(query: napi::JsObject) -> napi::Result<FullTextSearchQuery> {
-    if let Ok(Some(query)) = query.get::<_, &JsFullTextQuery>("query") {
+fn parse_fts_query(query: Object) -> napi::Result<FullTextSearchQuery> {
+    if let Ok(Some(query)) = query.get::<&JsFullTextQuery>("query") {
         Ok(FullTextSearchQuery::new_query(query.inner.clone()))
-    } else if let Ok(Some(query_text)) = query.get::<_, String>("query") {
+    } else if let Ok(Some(query_text)) = query.get::<String>("query") {
         let mut query_text = query_text;
-        let columns = query.get::<_, Option<Vec<String>>>("columns")?.flatten();
+        let columns = query.get::<Option<Vec<String>>>("columns")?.flatten();
 
         let is_phrase =
             query_text.len() >= 2 && query_text.starts_with('"') && query_text.ends_with('"');
@@ -549,15 +551,12 @@ fn parse_fts_query(query: napi::JsObject) -> napi::Result<FullTextSearchQuery> {
             }
         };
         let mut query = FullTextSearchQuery::new_query(query);
-        if let Some(cols) = columns {
-            if !cols.is_empty() {
-                query = query.with_columns(&cols).map_err(|e| {
-                    napi::Error::from_reason(format!(
-                        "Failed to set full text search columns: {}",
-                        e
-                    ))
-                })?;
-            }
+        if let Some(cols) = columns
+            && !cols.is_empty()
+        {
+            query = query.with_columns(&cols).map_err(|e| {
+                napi::Error::from_reason(format!("Failed to set full text search columns: {}", e))
+            })?;
         }
         Ok(query)
     } else {

nodejs/src/rerankers.rs

@@ -3,10 +3,7 @@
 
 use arrow_array::RecordBatch;
 use async_trait::async_trait;
-use napi::{
-    bindgen_prelude::*,
-    threadsafe_function::{ErrorStrategy, ThreadsafeFunction},
-};
+use napi::{bindgen_prelude::*, threadsafe_function::ThreadsafeFunction};
 use napi_derive::napi;
 
 use lancedb::ipc::batches_to_ipc_file;
@@ -15,27 +12,28 @@ use lancedb::{error::Error, ipc::ipc_file_to_batches};
 
 use crate::error::NapiErrorExt;
 
+type RerankHybridFn = ThreadsafeFunction<
+    RerankHybridCallbackArgs,
+    Promise<Buffer>,
+    RerankHybridCallbackArgs,
+    Status,
+    false,
+>;
+
 /// Reranker implementation that "wraps" a NodeJS Reranker implementation.
 /// This contains references to the callbacks that can be used to invoke the
 /// reranking methods on the NodeJS implementation and handles serializing the
 /// record batches to Arrow IPC buffers.
-#[napi]
 pub struct Reranker {
-    /// callback to the Javascript which will call the rerankHybrid method of
-    /// some Reranker implementation
-    rerank_hybrid: ThreadsafeFunction<RerankHybridCallbackArgs, ErrorStrategy::CalleeHandled>,
+    rerank_hybrid: RerankHybridFn,
 }
 
-#[napi]
 impl Reranker {
-    #[napi]
-    pub fn new(callbacks: RerankerCallbacks) -> Self {
-        let rerank_hybrid = callbacks
-            .rerank_hybrid
-            .create_threadsafe_function(0, move |ctx| Ok(vec![ctx.value]))
-            .unwrap();
-
-        Self { rerank_hybrid }
+    pub fn new(
+        rerank_hybrid: Function<RerankHybridCallbackArgs, Promise<Buffer>>,
+    ) -> napi::Result<Self> {
+        let rerank_hybrid = rerank_hybrid.build_threadsafe_function().build()?;
+        Ok(Self { rerank_hybrid })
     }
 }
 
@@ -49,16 +47,16 @@ impl lancedb::rerankers::Reranker for Reranker {
     ) -> lancedb::error::Result<RecordBatch> {
         let callback_args = RerankHybridCallbackArgs {
             query: query.to_string(),
-            vec_results: batches_to_ipc_file(&[vector_results])?,
-            fts_results: batches_to_ipc_file(&[fts_results])?,
+            vec_results: Buffer::from(batches_to_ipc_file(&[vector_results])?.as_ref()),
+            fts_results: Buffer::from(batches_to_ipc_file(&[fts_results])?.as_ref()),
         };
         let promised_buffer: Promise<Buffer> = self
             .rerank_hybrid
-            .call_async(Ok(callback_args))
+            .call_async(callback_args)
             .await
             .map_err(|e| Error::Runtime {
-                message: format!("napi error status={}, reason={}", e.status, e.reason),
-            })?;
+            message: format!("napi error status={}, reason={}", e.status, e.reason),
+        })?;
         let buffer = promised_buffer.await.map_err(|e| Error::Runtime {
             message: format!("napi error status={}, reason={}", e.status, e.reason),
         })?;
@@ -77,16 +75,11 @@ impl std::fmt::Debug for Reranker {
     }
 }
 
-#[napi(object)]
-pub struct RerankerCallbacks {
-    pub rerank_hybrid: JsFunction,
-}
-
 #[napi(object)]
 pub struct RerankHybridCallbackArgs {
     pub query: String,
-    pub vec_results: Vec<u8>,
-    pub fts_results: Vec<u8>,
+    pub vec_results: Buffer,
+    pub fts_results: Buffer,
 }
 
 fn buffer_to_record_batch(buffer: Buffer) -> Result<RecordBatch> {

nodejs/src/session.rs

@@ -95,8 +95,7 @@ impl napi::bindgen_prelude::FromNapiValue for Session {
         napi_val: napi::sys::napi_value,
     ) -> napi::Result<Self> {
         let object: napi::bindgen_prelude::ClassInstance<Self> =
-            napi::bindgen_prelude::ClassInstance::from_napi_value(env, napi_val)?;
-        let copy = object.clone();
-        Ok(copy)
+            unsafe { napi::bindgen_prelude::ClassInstance::from_napi_value(env, napi_val)? };
+        Ok((*object).clone())
     }
 }

nodejs/src/table.rs

@@ -3,7 +3,7 @@
 
 use std::collections::HashMap;
 
-use lancedb::ipc::ipc_file_to_batches;
+use lancedb::ipc::{ipc_file_to_batches, ipc_file_to_schema};
 use lancedb::table::{
     AddDataMode, ColumnAlteration as LanceColumnAlteration, Duration, NewColumnTransform,
     OptimizeAction, OptimizeOptions, Table as LanceDbTable,
@@ -71,6 +71,17 @@ impl Table {
     pub async fn add(&self, buf: Buffer, mode: String) -> napi::Result<AddResult> {
         let batches = ipc_file_to_batches(buf.to_vec())
             .map_err(|e| napi::Error::from_reason(format!("Failed to read IPC file: {}", e)))?;
+        let batches = batches
+            .into_iter()
+            .map(|batch| {
+                batch.map_err(|e| {
+                    napi::Error::from_reason(format!(
+                        "Failed to read record batch from IPC file: {}",
+                        e
+                    ))
+                })
+            })
+            .collect::<Result<Vec<_>>>()?;
         let mut op = self.inner_ref()?.add(batches);
 
         op = if mode == "append" {
@@ -166,6 +177,19 @@ impl Table {
         Ok(stats.into())
     }
 
+    #[napi(catch_unwind)]
+    pub async fn initial_storage_options(&self) -> napi::Result<Option<HashMap<String, String>>> {
+        Ok(self.inner_ref()?.initial_storage_options().await)
+    }
+
+    #[napi(catch_unwind)]
+    pub async fn latest_storage_options(&self) -> napi::Result<Option<HashMap<String, String>>> {
+        self.inner_ref()?
+            .latest_storage_options()
+            .await
+            .default_error()
+    }
+
     #[napi(catch_unwind)]
     pub async fn update(
         &self,
@@ -208,18 +232,24 @@ impl Table {
     }
 
     #[napi(catch_unwind)]
-    pub fn take_row_ids(&self, row_ids: Vec<i64>) -> napi::Result<TakeQuery> {
+    pub fn take_row_ids(&self, row_ids: Vec<BigInt>) -> napi::Result<TakeQuery> {
         Ok(TakeQuery::new(
             self.inner_ref()?.take_row_ids(
                 row_ids
                     .into_iter()
-                    .map(|o| {
-                        u64::try_from(o).map_err(|e| {
-                            napi::Error::from_reason(format!(
-                                "Failed to convert row id to u64: {}",
-                                e
+                    .map(|id| {
+                        let (negative, value, lossless) = id.get_u64();
+                        if negative {
+                            Err(napi::Error::from_reason(
+                                "Row id cannot be negative".to_string(),
                             ))
-                        })
+                        } else if !lossless {
+                            Err(napi::Error::from_reason(
+                                "Row id is too large to fit in u64".to_string(),
+                            ))
+                        } else {
+                            Ok(value)
+                        }
                     })
                     .collect::<Result<Vec<_>>>()?,
             ),
@@ -249,6 +279,23 @@ impl Table {
         Ok(res.into())
     }
 
+    #[napi(catch_unwind)]
+    pub async fn add_columns_with_schema(
+        &self,
+        schema_buf: Buffer,
+    ) -> napi::Result<AddColumnsResult> {
+        let schema = ipc_file_to_schema(schema_buf.to_vec())
+            .map_err(|e| napi::Error::from_reason(format!("Failed to read IPC schema: {}", e)))?;
+
+        let transforms = NewColumnTransform::AllNulls(schema);
+        let res = self
+            .inner_ref()?
+            .add_columns(transforms, None)
+            .await
+            .default_error()?;
+        Ok(res.into())
+    }
+
     #[napi(catch_unwind)]
     pub async fn alter_columns(
         &self,
@@ -723,12 +770,14 @@ impl From<lancedb::table::AddResult> for AddResult {
 
 #[napi(object)]
 pub struct DeleteResult {
+    pub num_deleted_rows: i64,
     pub version: i64,
 }
 
 impl From<lancedb::table::DeleteResult> for DeleteResult {
     fn from(value: lancedb::table::DeleteResult) -> Self {
         Self {
+            num_deleted_rows: value.num_deleted_rows as i64,
             version: value.version as i64,
         }
     }

python/.bumpversion.toml

@@ -1,5 +1,5 @@
 [tool.bumpversion]
-current_version = "0.26.0"
+current_version = "0.30.0"
 parse = """(?x)
     (?P<major>0|[1-9]\\d*)\\.
     (?P<minor>0|[1-9]\\d*)\\.

python/CONTRIBUTING.md

@@ -16,7 +16,7 @@ The Python package is a wrapper around the Rust library, `lancedb`. We use
 
 To set up your development environment, you will need to install the following:
 
-1. Python 3.9 or later
+1. Python 3.10 or later
 2. Cargo (Rust's package manager). Use [rustup](https://rustup.rs/) to install.
 3. [protoc](https://grpc.io/docs/protoc-installation/) (Protocol Buffers compiler)
 

python/Cargo.toml

@@ -1,43 +1,47 @@
 [package]
 name = "lancedb-python"
-version = "0.26.0"
+version = "0.30.0"
 edition.workspace = true
 description = "Python bindings for LanceDB"
 license.workspace = true
 repository.workspace = true
 keywords.workspace = true
 categories.workspace = true
-rust-version = "1.75.0"
+rust-version = "1.91.0"
 
 [lib]
 name = "_lancedb"
 crate-type = ["cdylib"]
 
 [dependencies]
-arrow = { version = "56.2", features = ["pyarrow"] }
+arrow = { version = "57.2", features = ["pyarrow"] }
 async-trait = "0.1"
+bytes = "1"
 lancedb = { path = "../rust/lancedb", default-features = false }
 lance-core.workspace = true
 lance-namespace.workspace = true
+lance-namespace-impls.workspace = true
 lance-io.workspace = true
 env_logger.workspace = true
-pyo3 = { version = "0.25", features = ["extension-module", "abi3-py39"] }
-pyo3-async-runtimes = { version = "0.25", features = [
+pyo3 = { version = "0.26", features = ["extension-module", "abi3-py39"] }
+pyo3-async-runtimes = { version = "0.26", features = [
     "attributes",
     "tokio-runtime",
 ] }
 pin-project = "1.1.5"
 futures.workspace = true
+serde = "1"
+serde_json = "1"
 snafu.workspace = true
 tokio = { version = "1.40", features = ["sync"] }
 
 [build-dependencies]
-pyo3-build-config = { version = "0.25", features = [
+pyo3-build-config = { version = "0.26", features = [
     "extension-module",
     "abi3-py39",
 ] }
 
 [features]
-default = ["remote", "lancedb/default"]
+default = ["remote",  "lancedb/aws", "lancedb/gcs", "lancedb/azure", "lancedb/dynamodb", "lancedb/oss", "lancedb/huggingface"]
 fp16kernels = ["lancedb/fp16kernels"]
 remote = ["lancedb/remote"]

python/PYTHON_THIRD_PARTY_LICENSES.md

@@ -0,0 +1,206 @@
+| Name                           | Version         | License                                                                                          | URL                                                                                               |
+|--------------------------------|-----------------|--------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------|
+| InstructorEmbedding            | 1.0.1           | Apache License 2.0                                                                               | https://github.com/HKUNLP/instructor-embedding                                                    |
+| Jinja2                         | 3.1.6           | BSD License                                                                                      | https://github.com/pallets/jinja/                                                                 |
+| Markdown                       | 3.10.2          | BSD-3-Clause                                                                                     | https://Python-Markdown.github.io/                                                                |
+| MarkupSafe                     | 3.0.3           | BSD-3-Clause                                                                                     | https://github.com/pallets/markupsafe/                                                            |
+| PyJWT                          | 2.11.0          | MIT                                                                                              | https://github.com/jpadilla/pyjwt                                                                 |
+| PyYAML                         | 6.0.3           | MIT License                                                                                      | https://pyyaml.org/                                                                               |
+| Pygments                       | 2.19.2          | BSD License                                                                                      | https://pygments.org                                                                              |
+| accelerate                     | 1.12.0          | Apache Software License                                                                          | https://github.com/huggingface/accelerate                                                         |
+| adlfs                          | 2026.2.0        | BSD License                                                                                      | UNKNOWN                                                                                           |
+| aiohappyeyeballs               | 2.6.1           | Python Software Foundation License                                                               | https://github.com/aio-libs/aiohappyeyeballs                                                      |
+| aiohttp                        | 3.13.3          | Apache-2.0 AND MIT                                                                               | https://github.com/aio-libs/aiohttp                                                               |
+| aiosignal                      | 1.4.0           | Apache Software License                                                                          | https://github.com/aio-libs/aiosignal                                                             |
+| annotated-types                | 0.7.0           | MIT License                                                                                      | https://github.com/annotated-types/annotated-types                                                |
+| anyio                          | 4.12.1          | MIT                                                                                              | https://anyio.readthedocs.io/en/stable/versionhistory.html                                        |
+| appnope                        | 0.1.4           | BSD License                                                                                      | http://github.com/minrk/appnope                                                                   |
+| asttokens                      | 3.0.1           | Apache 2.0                                                                                       | https://github.com/gristlabs/asttokens                                                            |
+| attrs                          | 25.4.0          | MIT                                                                                              | https://www.attrs.org/en/stable/changelog.html                                                    |
+| awscli                         | 1.44.35         | Apache Software License                                                                          | http://aws.amazon.com/cli/                                                                        |
+| azure-core                     | 1.38.0          | MIT License                                                                                      | https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/core/azure-core                       |
+| azure-datalake-store           | 0.0.53          | MIT License                                                                                      | https://github.com/Azure/azure-data-lake-store-python                                             |
+| azure-identity                 | 1.25.1          | MIT                                                                                              | https://github.com/Azure/azure-sdk-for-python                                                     |
+| azure-storage-blob             | 12.28.0         | MIT License                                                                                      | https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/storage/azure-storage-blob            |
+| babel                          | 2.18.0          | BSD License                                                                                      | https://babel.pocoo.org/                                                                          |
+| backrefs                       | 6.1             | MIT                                                                                              | https://github.com/facelessuser/backrefs                                                          |
+| beautifulsoup4                 | 4.14.3          | MIT License                                                                                      | https://www.crummy.com/software/BeautifulSoup/bs4/                                                |
+| bleach                         | 6.3.0           | Apache Software License                                                                          | https://github.com/mozilla/bleach                                                                 |
+| boto3                          | 1.42.45         | Apache-2.0                                                                                       | https://github.com/boto/boto3                                                                     |
+| botocore                       | 1.42.45         | Apache-2.0                                                                                       | https://github.com/boto/botocore                                                                  |
+| cachetools                     | 7.0.0           | MIT                                                                                              | https://github.com/tkem/cachetools/                                                               |
+| certifi                        | 2026.1.4        | Mozilla Public License 2.0 (MPL 2.0)                                                             | https://github.com/certifi/python-certifi                                                         |
+| cffi                           | 2.0.0           | MIT                                                                                              | https://cffi.readthedocs.io/en/latest/whatsnew.html                                               |
+| cfgv                           | 3.5.0           | MIT                                                                                              | https://github.com/asottile/cfgv                                                                  |
+| charset-normalizer             | 3.4.4           | MIT                                                                                              | https://github.com/jawah/charset_normalizer/blob/master/CHANGELOG.md                              |
+| click                          | 8.3.1           | BSD-3-Clause                                                                                     | https://github.com/pallets/click/                                                                 |
+| cohere                         | 5.20.4          | MIT License                                                                                      | https://github.com/cohere-ai/cohere-python                                                        |
+| colorama                       | 0.4.6           | BSD License                                                                                      | https://github.com/tartley/colorama                                                               |
+| colpali_engine                 | 0.3.13          | MIT License                                                                                      | https://github.com/illuin-tech/colpali                                                            |
+| comm                           | 0.2.3           | BSD License                                                                                      | https://github.com/ipython/comm                                                                   |
+| cryptography                   | 46.0.4          | Apache-2.0 OR BSD-3-Clause                                                                       | https://github.com/pyca/cryptography                                                              |
+| datafusion                     | 51.0.0          | Apache Software License                                                                          | https://datafusion.apache.org/python                                                              |
+| debugpy                        | 1.8.20          | MIT License                                                                                      | https://aka.ms/debugpy                                                                            |
+| decorator                      | 5.2.1           | BSD License                                                                                      | UNKNOWN                                                                                           |
+| defusedxml                     | 0.7.1           | Python Software Foundation License                                                               | https://github.com/tiran/defusedxml                                                               |
+| deprecation                    | 2.1.0           | Apache Software License                                                                          | http://deprecation.readthedocs.io/                                                                |
+| distlib                        | 0.4.0           | Python Software Foundation License                                                               | https://github.com/pypa/distlib                                                                   |
+| distro                         | 1.9.0           | Apache Software License                                                                          | https://github.com/python-distro/distro                                                           |
+| docutils                       | 0.19            | BSD License; GNU General Public License (GPL); Public Domain; Python Software Foundation License | https://docutils.sourceforge.io/                                                                  |
+| duckdb                         | 1.4.4           | MIT License                                                                                      | https://github.com/duckdb/duckdb-python                                                           |
+| executing                      | 2.2.1           | MIT License                                                                                      | https://github.com/alexmojaki/executing                                                           |
+| fastavro                       | 1.12.1          | MIT                                                                                              | https://github.com/fastavro/fastavro                                                              |
+| fastjsonschema                 | 2.21.2          | BSD License                                                                                      | https://github.com/horejsek/python-fastjsonschema                                                 |
+| filelock                       | 3.20.3          | Unlicense                                                                                        | https://github.com/tox-dev/py-filelock                                                            |
+| frozenlist                     | 1.8.0           | Apache-2.0                                                                                       | https://github.com/aio-libs/frozenlist                                                            |
+| fsspec                         | 2026.2.0        | BSD-3-Clause                                                                                     | https://github.com/fsspec/filesystem_spec                                                         |
+| ftfy                           | 6.3.1           | Apache-2.0                                                                                       | https://ftfy.readthedocs.io/en/latest/                                                            |
+| ghp-import                     | 2.1.0           | Apache Software License                                                                          | https://github.com/c-w/ghp-import                                                                 |
+| google-ai-generativelanguage   | 0.6.15          | Apache Software License                                                                          | https://github.com/googleapis/google-cloud-python/tree/main/packages/google-ai-generativelanguage |
+| google-api-core                | 2.25.2          | Apache Software License                                                                          | https://github.com/googleapis/python-api-core                                                     |
+| google-api-python-client       | 2.189.0         | Apache Software License                                                                          | https://github.com/googleapis/google-api-python-client/                                           |
+| google-auth                    | 2.48.0          | Apache Software License                                                                          | https://github.com/googleapis/google-auth-library-python                                          |
+| google-auth-httplib2           | 0.3.0           | Apache Software License                                                                          | https://github.com/GoogleCloudPlatform/google-auth-library-python-httplib2                        |
+| google-generativeai            | 0.8.6           | Apache Software License                                                                          | https://github.com/google/generative-ai-python                                                    |
+| googleapis-common-protos       | 1.72.0          | Apache Software License                                                                          | https://github.com/googleapis/google-cloud-python/tree/main/packages/googleapis-common-protos     |
+| griffe                         | 2.0.0           | ISC                                                                                              | https://mkdocstrings.github.io/griffe                                                             |
+| griffecli                      | 2.0.0           | ISC                                                                                              | UNKNOWN                                                                                           |
+| griffelib                      | 2.0.0           | ISC                                                                                              | UNKNOWN                                                                                           |
+| grpcio                         | 1.78.0          | Apache-2.0                                                                                       | https://grpc.io                                                                                   |
+| grpcio-status                  | 1.71.2          | Apache Software License                                                                          | https://grpc.io                                                                                   |
+| h11                            | 0.16.0          | MIT License                                                                                      | https://github.com/python-hyper/h11                                                               |
+| hf-xet                         | 1.2.0           | Apache-2.0                                                                                       | https://github.com/huggingface/xet-core                                                           |
+| httpcore                       | 1.0.9           | BSD-3-Clause                                                                                     | https://www.encode.io/httpcore/                                                                   |
+| httplib2                       | 0.31.2          | MIT License                                                                                      | https://github.com/httplib2/httplib2                                                              |
+| httpx                          | 0.28.1          | BSD License                                                                                      | https://github.com/encode/httpx                                                                   |
+| huggingface_hub                | 0.36.2          | Apache Software License                                                                          | https://github.com/huggingface/huggingface_hub                                                    |
+| ibm-cos-sdk                    | 2.14.3          | Apache Software License                                                                          | https://github.com/ibm/ibm-cos-sdk-python                                                         |
+| ibm-cos-sdk-core               | 2.14.3          | Apache Software License                                                                          | https://github.com/ibm/ibm-cos-sdk-python-core                                                    |
+| ibm-cos-sdk-s3transfer         | 2.14.3          | Apache Software License                                                                          | https://github.com/IBM/ibm-cos-sdk-python-s3transfer                                              |
+| ibm_watsonx_ai                 | 1.5.1           | BSD License                                                                                      | https://ibm.github.io/watsonx-ai-python-sdk/changelog.html                                        |
+| identify                       | 2.6.16          | MIT                                                                                              | https://github.com/pre-commit/identify                                                            |
+| idna                           | 3.11            | BSD-3-Clause                                                                                     | https://github.com/kjd/idna                                                                       |
+| iniconfig                      | 2.3.0           | MIT                                                                                              | https://github.com/pytest-dev/iniconfig                                                           |
+| ipykernel                      | 6.31.0          | BSD-3-Clause                                                                                     | https://ipython.org                                                                               |
+| ipython                        | 9.10.0          | BSD-3-Clause                                                                                     | https://ipython.org                                                                               |
+| ipython_pygments_lexers        | 1.1.1           | BSD License                                                                                      | https://github.com/ipython/ipython-pygments-lexers                                                |
+| isodate                        | 0.7.2           | BSD License                                                                                      | https://github.com/gweis/isodate/                                                                 |
+| jedi                           | 0.19.2          | MIT License                                                                                      | https://github.com/davidhalter/jedi                                                               |
+| jiter                          | 0.13.0          | MIT License                                                                                      | https://github.com/pydantic/jiter/                                                                |
+| jmespath                       | 1.0.1           | MIT License                                                                                      | https://github.com/jmespath/jmespath.py                                                           |
+| joblib                         | 1.5.3           | BSD-3-Clause                                                                                     | https://joblib.readthedocs.io                                                                     |
+| jsonschema                     | 4.26.0          | MIT                                                                                              | https://github.com/python-jsonschema/jsonschema                                                   |
+| jsonschema-specifications      | 2025.9.1        | MIT                                                                                              | https://github.com/python-jsonschema/jsonschema-specifications                                    |
+| jupyter_client                 | 8.8.0           | BSD License                                                                                      | https://jupyter.org                                                                               |
+| jupyter_core                   | 5.9.1           | BSD-3-Clause                                                                                     | https://jupyter.org                                                                               |
+| jupyterlab_pygments            | 0.3.0           | BSD License                                                                                      | https://github.com/jupyterlab/jupyterlab_pygments                                                 |
+| jupytext                       | 1.19.1          | MIT License                                                                                      | https://github.com/mwouts/jupytext                                                                |
+| lance-namespace                | 0.4.5           | Apache-2.0                                                                                       | https://github.com/lance-format/lance-namespace                                                   |
+| lance-namespace-urllib3-client | 0.4.5           | Apache-2.0                                                                                       | https://github.com/lance-format/lance-namespace                                                   |
+| lancedb                        | 0.29.2          | Apache Software License                                                                          | https://github.com/lancedb/lancedb                                                                |
+| lomond                         | 0.3.3           | BSD License                                                                                      | https://github.com/wildfoundry/dataplicity-lomond                                                 |
+| markdown-it-py                 | 4.0.0           | MIT License                                                                                      | https://github.com/executablebooks/markdown-it-py                                                 |
+| matplotlib-inline              | 0.2.1           | UNKNOWN                                                                                          | https://github.com/ipython/matplotlib-inline                                                      |
+| mdit-py-plugins                | 0.5.0           | MIT License                                                                                      | https://github.com/executablebooks/mdit-py-plugins                                                |
+| mdurl                          | 0.1.2           | MIT License                                                                                      | https://github.com/executablebooks/mdurl                                                          |
+| mergedeep                      | 1.3.4           | MIT License                                                                                      | https://github.com/clarketm/mergedeep                                                             |
+| mistune                        | 3.2.0           | BSD License                                                                                      | https://github.com/lepture/mistune                                                                |
+| mkdocs                         | 1.6.1           | BSD-2-Clause                                                                                     | https://github.com/mkdocs/mkdocs                                                                  |
+| mkdocs-autorefs                | 1.4.3           | ISC                                                                                              | https://mkdocstrings.github.io/autorefs                                                           |
+| mkdocs-get-deps                | 0.2.0           | MIT                                                                                              | https://github.com/mkdocs/get-deps                                                                |
+| mkdocs-jupyter                 | 0.25.1          | Apache-2.0                                                                                       | https://github.com/danielfrg/mkdocs-jupyter                                                       |
+| mkdocs-material                | 9.7.1           | MIT                                                                                              | https://github.com/squidfunk/mkdocs-material                                                      |
+| mkdocs-material-extensions     | 1.3.1           | MIT                                                                                              | https://github.com/facelessuser/mkdocs-material-extensions                                        |
+| mkdocstrings                   | 1.0.3           | ISC                                                                                              | https://mkdocstrings.github.io                                                                    |
+| mkdocstrings-python            | 2.0.2           | ISC                                                                                              | https://mkdocstrings.github.io/python                                                             |
+| mpmath                         | 1.3.0           | BSD License                                                                                      | http://mpmath.org/                                                                                |
+| msal                           | 1.34.0          | MIT License                                                                                      | https://github.com/AzureAD/microsoft-authentication-library-for-python                            |
+| msal-extensions                | 1.3.1           | MIT License                                                                                      | https://github.com/AzureAD/microsoft-authentication-extensions-for-python/releases                |
+| multidict                      | 6.7.1           | Apache License 2.0                                                                               | https://github.com/aio-libs/multidict                                                             |
+| nbclient                       | 0.10.4          | BSD License                                                                                      | https://jupyter.org                                                                               |
+| nbconvert                      | 7.17.0          | BSD License                                                                                      | https://jupyter.org                                                                               |
+| nbformat                       | 5.10.4          | BSD License                                                                                      | https://jupyter.org                                                                               |
+| nest-asyncio                   | 1.6.0           | BSD License                                                                                      | https://github.com/erdewit/nest_asyncio                                                           |
+| networkx                       | 3.6.1           | BSD-3-Clause                                                                                     | https://networkx.org/                                                                             |
+| nodeenv                        | 1.10.0          | BSD License                                                                                      | https://github.com/ekalinin/nodeenv                                                               |
+| numpy                          | 2.4.2           | BSD-3-Clause AND 0BSD AND MIT AND Zlib AND CC0-1.0                                               | https://numpy.org                                                                                 |
+| ollama                         | 0.6.1           | MIT                                                                                              | https://ollama.com                                                                                |
+| open_clip_torch                | 3.2.0           | MIT License                                                                                      | https://github.com/mlfoundations/open_clip                                                        |
+| openai                         | 2.18.0          | Apache Software License                                                                          | https://github.com/openai/openai-python                                                           |
+| packaging                      | 26.0            | Apache-2.0 OR BSD-2-Clause                                                                       | https://github.com/pypa/packaging                                                                 |
+| paginate                       | 0.5.7           | MIT License                                                                                      | https://github.com/Signum/paginate                                                                |
+| pandas                         | 2.3.3           | BSD License                                                                                      | https://pandas.pydata.org                                                                         |
+| pandocfilters                  | 1.5.1           | BSD License                                                                                      | http://github.com/jgm/pandocfilters                                                               |
+| parso                          | 0.8.6           | MIT License                                                                                      | https://github.com/davidhalter/parso                                                              |
+| pathspec                       | 1.0.4           | Mozilla Public License 2.0 (MPL 2.0)                                                             | UNKNOWN                                                                                           |
+| peft                           | 0.17.1          | Apache Software License                                                                          | https://github.com/huggingface/peft                                                               |
+| pexpect                        | 4.9.0           | ISC License (ISCL)                                                                               | https://pexpect.readthedocs.io/                                                                   |
+| pillow                         | 12.1.0          | MIT-CMU                                                                                          | https://python-pillow.github.io                                                                   |
+| platformdirs                   | 4.5.1           | MIT                                                                                              | https://github.com/tox-dev/platformdirs                                                           |
+| pluggy                         | 1.6.0           | MIT License                                                                                      | UNKNOWN                                                                                           |
+| polars                         | 1.3.0           | MIT License                                                                                      | https://www.pola.rs/                                                                              |
+| pre_commit                     | 4.5.1           | MIT                                                                                              | https://github.com/pre-commit/pre-commit                                                          |
+| prompt_toolkit                 | 3.0.52          | BSD License                                                                                      | https://github.com/prompt-toolkit/python-prompt-toolkit                                           |
+| propcache                      | 0.4.1           | Apache Software License                                                                          | https://github.com/aio-libs/propcache                                                             |
+| proto-plus                     | 1.27.1          | Apache Software License                                                                          | https://github.com/googleapis/proto-plus-python                                                   |
+| protobuf                       | 5.29.6          | 3-Clause BSD License                                                                             | https://developers.google.com/protocol-buffers/                                                   |
+| psutil                         | 7.2.2           | BSD-3-Clause                                                                                     | https://github.com/giampaolo/psutil                                                               |
+| ptyprocess                     | 0.7.0           | ISC License (ISCL)                                                                               | https://github.com/pexpect/ptyprocess                                                             |
+| pure_eval                      | 0.2.3           | MIT License                                                                                      | http://github.com/alexmojaki/pure_eval                                                            |
+| pyarrow                        | 23.0.0          | Apache-2.0                                                                                       | https://arrow.apache.org/                                                                         |
+| pyarrow-stubs                  | 20.0.0.20251215 | BSD-2-Clause                                                                                     | https://github.com/zen-xu/pyarrow-stubs                                                           |
+| pyasn1                         | 0.6.2           | BSD-2-Clause                                                                                     | https://github.com/pyasn1/pyasn1                                                                  |
+| pyasn1_modules                 | 0.4.2           | BSD License                                                                                      | https://github.com/pyasn1/pyasn1-modules                                                          |
+| pycparser                      | 3.0             | BSD-3-Clause                                                                                     | https://github.com/eliben/pycparser                                                               |
+| pydantic                       | 2.12.5          | MIT                                                                                              | https://github.com/pydantic/pydantic                                                              |
+| pydantic_core                  | 2.41.5          | MIT                                                                                              | https://github.com/pydantic/pydantic-core                                                         |
+| pylance                        | 2.0.0           | Apache Software License                                                                          | UNKNOWN                                                                                           |
+| pymdown-extensions             | 10.20.1         | MIT                                                                                              | https://github.com/facelessuser/pymdown-extensions                                                |
+| pyparsing                      | 3.3.2           | MIT                                                                                              | https://github.com/pyparsing/pyparsing/                                                           |
+| pyright                        | 1.1.408         | MIT                                                                                              | https://github.com/RobertCraigie/pyright-python                                                   |
+| pytest                         | 9.0.2           | MIT                                                                                              | https://docs.pytest.org/en/latest/                                                                |
+| pytest-asyncio                 | 1.3.0           | Apache-2.0                                                                                       | https://github.com/pytest-dev/pytest-asyncio                                                      |
+| pytest-mock                    | 3.15.1          | MIT License                                                                                      | https://github.com/pytest-dev/pytest-mock/                                                        |
+| python-dateutil                | 2.9.0.post0     | Apache Software License; BSD License                                                             | https://github.com/dateutil/dateutil                                                              |
+| pytz                           | 2025.2          | MIT License                                                                                      | http://pythonhosted.org/pytz                                                                      |
+| pyyaml_env_tag                 | 1.1             | MIT                                                                                              | https://github.com/waylan/pyyaml-env-tag                                                          |
+| pyzmq                          | 27.1.0          | BSD License                                                                                      | https://pyzmq.readthedocs.org                                                                     |
+| referencing                    | 0.37.0          | MIT                                                                                              | https://github.com/python-jsonschema/referencing                                                  |
+| regex                          | 2026.1.15       | Apache-2.0 AND CNRI-Python                                                                       | https://github.com/mrabarnett/mrab-regex                                                          |
+| requests                       | 2.32.5          | Apache Software License                                                                          | https://requests.readthedocs.io                                                                   |
+| rpds-py                        | 0.30.0          | MIT                                                                                              | https://github.com/crate-py/rpds                                                                  |
+| rsa                            | 4.7.2           | Apache Software License                                                                          | https://stuvel.eu/rsa                                                                             |
+| ruff                           | 0.15.0          | MIT License                                                                                      | https://docs.astral.sh/ruff                                                                       |
+| s3transfer                     | 0.16.0          | Apache Software License                                                                          | https://github.com/boto/s3transfer                                                                |
+| safetensors                    | 0.7.0           | Apache Software License                                                                          | https://github.com/huggingface/safetensors                                                        |
+| scikit-learn                   | 1.8.0           | BSD-3-Clause                                                                                     | https://scikit-learn.org                                                                          |
+| scipy                          | 1.17.0          | BSD License                                                                                      | https://scipy.org/                                                                                |
+| sentence-transformers          | 5.2.2           | Apache Software License                                                                          | https://www.SBERT.net                                                                             |
+| sentencepiece                  | 0.2.1           | UNKNOWN                                                                                          | https://github.com/google/sentencepiece                                                           |
+| six                            | 1.17.0          | MIT License                                                                                      | https://github.com/benjaminp/six                                                                  |
+| sniffio                        | 1.3.1           | Apache Software License; MIT License                                                             | https://github.com/python-trio/sniffio                                                            |
+| soupsieve                      | 2.8.3           | MIT                                                                                              | https://github.com/facelessuser/soupsieve                                                         |
+| stack-data                     | 0.6.3           | MIT License                                                                                      | http://github.com/alexmojaki/stack_data                                                           |
+| sympy                          | 1.14.0          | BSD License                                                                                      | https://sympy.org                                                                                 |
+| tabulate                       | 0.9.0           | MIT License                                                                                      | https://github.com/astanin/python-tabulate                                                        |
+| tantivy                        | 0.25.1          | UNKNOWN                                                                                          | UNKNOWN                                                                                           |
+| threadpoolctl                  | 3.6.0           | BSD License                                                                                      | https://github.com/joblib/threadpoolctl                                                           |
+| timm                           | 1.0.24          | Apache Software License                                                                          | https://github.com/huggingface/pytorch-image-models                                               |
+| tinycss2                       | 1.4.0           | BSD License                                                                                      | https://www.courtbouillon.org/tinycss2                                                            |
+| tokenizers                     | 0.22.2          | Apache Software License                                                                          | https://github.com/huggingface/tokenizers                                                         |
+| torch                          | 2.8.0           | BSD License                                                                                      | https://pytorch.org/                                                                              |
+| torchvision                    | 0.23.0          | BSD                                                                                              | https://github.com/pytorch/vision                                                                 |
+| tornado                        | 6.5.4           | Apache Software License                                                                          | http://www.tornadoweb.org/                                                                        |
+| tqdm                           | 4.67.3          | MPL-2.0 AND MIT                                                                                  | https://tqdm.github.io                                                                            |
+| traitlets                      | 5.14.3          | BSD License                                                                                      | https://github.com/ipython/traitlets                                                              |
+| transformers                   | 4.57.6          | Apache Software License                                                                          | https://github.com/huggingface/transformers                                                       |
+| types-requests                 | 2.32.4.20260107 | Apache-2.0                                                                                       | https://github.com/python/typeshed                                                                |
+| typing-inspection              | 0.4.2           | MIT                                                                                              | https://github.com/pydantic/typing-inspection                                                     |
+| typing_extensions              | 4.15.0          | PSF-2.0                                                                                          | https://github.com/python/typing_extensions                                                       |
+| tzdata                         | 2025.3          | Apache-2.0                                                                                       | https://github.com/python/tzdata                                                                  |
+| uritemplate                    | 4.2.0           | BSD 3-Clause OR Apache-2.0                                                                       | https://uritemplate.readthedocs.org                                                               |
+| urllib3                        | 2.6.3           | MIT                                                                                              | https://github.com/urllib3/urllib3/blob/main/CHANGES.rst                                          |
+| virtualenv                     | 20.36.1         | MIT                                                                                              | https://github.com/pypa/virtualenv                                                                |
+| watchdog                       | 6.0.0           | Apache Software License                                                                          | https://github.com/gorakhargosh/watchdog                                                          |
+| webencodings                   | 0.5.1           | BSD License                                                                                      | https://github.com/SimonSapin/python-webencodings                                                 |
+| yarl                           | 1.22.0          | Apache Software License                                                                          | https://github.com/aio-libs/yarl                                                                  |

python/README.md

@@ -1,4 +1,4 @@
-# LanceDB
+# LanceDB Python SDK
 
 A Python library for [LanceDB](https://github.com/lancedb/lancedb).
 

python/pyproject.toml

@@ -3,10 +3,10 @@ name = "lancedb"
 # version in Cargo.toml
 dynamic = ["version"]
 dependencies = [
-    "deprecation",
-    "numpy",
+    "deprecation>=2.1.0",
+    "numpy>=1.24.0",
     "overrides>=0.7; python_version<'3.12'",
-    "packaging",
+    "packaging>=23.0",
     "pyarrow>=16",
     "pydantic>=1.10",
     "tqdm>=4.27.0",
@@ -16,7 +16,7 @@ description = "lancedb"
 authors = [{ name = "LanceDB Devs", email = "dev@lancedb.com" }]
 license = { file = "LICENSE" }
 readme = "README.md"
-requires-python = ">=3.9"
+requires-python = ">=3.10"
 keywords = [
     "data-format",
     "data-science",
@@ -33,10 +33,10 @@ classifiers = [
     "Programming Language :: Python",
     "Programming Language :: Python :: 3",
     "Programming Language :: Python :: 3 :: Only",
-    "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
     "Topic :: Scientific/Engineering",
 ]
 
@@ -45,51 +45,51 @@ repository = "https://github.com/lancedb/lancedb"
 
 [project.optional-dependencies]
 pylance = [
-    "pylance>=1.0.0b14",
+    "pylance>=4.0.0b7",
 ]
 tests = [
-    "aiohttp",
-    "boto3",
+    "aiohttp>=3.9.0",
+    "boto3>=1.28.57",
     "pandas>=1.4",
-    "pytest",
-    "pytest-mock",
-    "pytest-asyncio",
-    "duckdb",
-    "pytz",
+    "pytest>=7.0",
+    "pytest-mock>=3.10",
+    "pytest-asyncio>=0.21",
+    "duckdb>=0.9.0",
+    "pytz>=2023.3",
     "polars>=0.19, <=1.3.0",
-    "tantivy",
-    "pyarrow-stubs",
-    "pylance>=1.0.0b14",
-    "requests",
-    "datafusion",
+    "tantivy>=0.20.0",
+    "pyarrow-stubs>=16.0",
+    "pylance>=4.0.0b7",
+    "requests>=2.31.0",
+    "datafusion>=52,<53",
 ]
 dev = [
-    "ruff",
-    "pre-commit",
-    "pyright",
+    "ruff>=0.3.0",
+    "pre-commit>=3.5.0",
+    "pyright>=1.1.350",
     'typing-extensions>=4.0.0; python_version < "3.11"',
 ]
 docs = ["mkdocs", "mkdocs-jupyter", "mkdocs-material", "mkdocstrings-python"]
-clip = ["torch", "pillow", "open-clip-torch"]
-siglip = ["torch", "pillow", "transformers>=4.41.0","sentencepiece"]
+clip = ["torch", "pillow>=12.1.1", "open-clip-torch"]
+siglip = ["torch", "pillow>=12.1.1", "transformers>=4.41.0","sentencepiece"]
 embeddings = [
     "requests>=2.31.0",
     "openai>=1.6.1",
-    "sentence-transformers",
-    "torch",
-    "pillow",
-    "open-clip-torch",
-    "cohere",
+    "sentence-transformers>=2.2.0",
+    "torch>=2.0.0",
+    "pillow>=12.1.1",
+    "open-clip-torch>=2.20.0",
+    "cohere>=4.0",
     "colpali-engine>=0.3.10",
-    "huggingface_hub",
-    "InstructorEmbedding",
-    "google.generativeai",
+    "huggingface_hub>=0.19.0",
+    "InstructorEmbedding>=1.0.1",
+    "google.generativeai>=0.3.0",
     "boto3>=1.28.57",
-    "awscli>=1.29.57",
+    "awscli>=1.44.38",
     "botocore>=1.31.57",
     'ibm-watsonx-ai>=1.1.2; python_version >= "3.10"',
     "ollama>=0.3.0",
-    "sentencepiece"
+    "sentencepiece>=0.1.99"
 ]
 azure = ["adlfs>=2024.2.0"]
 
@@ -137,4 +137,4 @@ include = [
     "python/lancedb/_lancedb.pyi",
 ]
 exclude = ["python/tests/"]
-pythonVersion = "3.12"
+pythonVersion = "3.13"

python/python/lancedb/__init__.py

@@ -13,6 +13,7 @@ __version__ = importlib.metadata.version("lancedb")
 
 from ._lancedb import connect as lancedb_connect
 from .common import URI, sanitize_uri
+from urllib.parse import urlparse
 from .db import AsyncConnection, DBConnection, LanceDBConnection
 from .io import StorageOptionsProvider
 from .remote import ClientConfig
@@ -28,6 +29,39 @@ from .namespace import (
 )
 
 
+def _check_s3_bucket_with_dots(
+    uri: str, storage_options: Optional[Dict[str, str]]
+) -> None:
+    """
+    Check if an S3 URI has a bucket name containing dots and warn if no region
+    is specified. S3 buckets with dots cannot use virtual-hosted-style URLs,
+    which breaks automatic region detection.
+
+    See: https://github.com/lancedb/lancedb/issues/1898
+    """
+    if not isinstance(uri, str) or not uri.startswith("s3://"):
+        return
+
+    parsed = urlparse(uri)
+    bucket = parsed.netloc
+
+    if "." not in bucket:
+        return
+
+    # Check if region is provided in storage_options
+    region_keys = {"region", "aws_region"}
+    has_region = storage_options and any(k in storage_options for k in region_keys)
+
+    if not has_region:
+        raise ValueError(
+            f"S3 bucket name '{bucket}' contains dots, which prevents automatic "
+            f"region detection. Please specify the region explicitly via "
+            f"storage_options={{'region': '<your-region>'}} or "
+            f"storage_options={{'aws_region': '<your-region>'}}. "
+            f"See https://github.com/lancedb/lancedb/issues/1898 for details."
+        )
+
+
 def connect(
     uri: URI,
     *,
@@ -121,9 +155,11 @@ def connect(
             storage_options=storage_options,
             **kwargs,
         )
+    _check_s3_bucket_with_dots(str(uri), storage_options)
 
     if kwargs:
         raise ValueError(f"Unknown keyword arguments: {kwargs}")
+
     return LanceDBConnection(
         uri,
         read_consistency_interval=read_consistency_interval,
@@ -211,6 +247,8 @@ async def connect_async(
     if isinstance(client_config, dict):
         client_config = ClientConfig(**client_config)
 
+    _check_s3_bucket_with_dots(str(uri), storage_options)
+
     return AsyncConnection(
         await lancedb_connect(
             sanitize_uri(uri),

python/python/lancedb/_lancedb.pyi

@@ -166,6 +166,8 @@ class Table:
     async def checkout(self, version: Union[int, str]): ...
     async def checkout_latest(self): ...
     async def restore(self, version: Optional[Union[int, str]] = None): ...
+    async def prewarm_index(self, index_name: str) -> None: ...
+    async def prewarm_data(self, columns: Optional[List[str]] = None) -> None: ...
     async def list_indices(self) -> list[IndexConfig]: ...
     async def delete(self, filter: str) -> DeleteResult: ...
     async def add_columns(self, columns: list[tuple[str, str]]) -> AddColumnsResult: ...
@@ -179,6 +181,9 @@ class Table:
         cleanup_since_ms: Optional[int] = None,
         delete_unverified: Optional[bool] = None,
     ) -> OptimizeStats: ...
+    async def uri(self) -> str: ...
+    async def initial_storage_options(self) -> Optional[Dict[str, str]]: ...
+    async def latest_storage_options(self) -> Optional[Dict[str, str]]: ...
     @property
     def tags(self) -> Tags: ...
     def query(self) -> Query: ...

python/python/lancedb/arrow.py

@@ -1,8 +1,10 @@
 # SPDX-License-Identifier: Apache-2.0
 # SPDX-FileCopyrightText: Copyright The LanceDB Authors
 
+from functools import singledispatch
 from typing import List, Optional, Tuple, Union
 
+from lancedb.pydantic import LanceModel, model_to_dict
 import pyarrow as pa
 
 from ._lancedb import RecordBatchStream
@@ -80,3 +82,32 @@ def peek_reader(
         yield from reader
 
     return batch, pa.RecordBatchReader.from_batches(batch.schema, all_batches())
+
+
+@singledispatch
+def to_arrow(data) -> pa.Table:
+    """Convert a single data object to a pa.Table."""
+    raise NotImplementedError(f"to_arrow not implemented for type {type(data)}")
+
+
+@to_arrow.register(pa.RecordBatch)
+def _arrow_from_batch(data: pa.RecordBatch) -> pa.Table:
+    return pa.Table.from_batches([data])
+
+
+@to_arrow.register(pa.Table)
+def _arrow_from_table(data: pa.Table) -> pa.Table:
+    return data
+
+
+@to_arrow.register(list)
+def _arrow_from_list(data: list) -> pa.Table:
+    if not data:
+        raise ValueError("Cannot create table from empty list without a schema")
+
+    if isinstance(data[0], LanceModel):
+        schema = data[0].__class__.to_arrow_schema()
+        dicts = [model_to_dict(d) for d in data]
+        return pa.Table.from_pylist(dicts, schema=schema)
+
+    return pa.Table.from_pylist(data)

python/python/lancedb/background_loop.py

@@ -22,7 +22,12 @@ class BackgroundEventLoop:
         self.thread.start()
 
     def run(self, future):
-        return asyncio.run_coroutine_threadsafe(future, self.loop).result()
+        concurrent_future = asyncio.run_coroutine_threadsafe(future, self.loop)
+        try:
+            return concurrent_future.result()
+        except BaseException:
+            concurrent_future.cancel()
+            raise
 
 
 LOOP = BackgroundEventLoop()

python/python/lancedb/db.py

@@ -8,7 +8,7 @@ from abc import abstractmethod
 from datetime import timedelta
 from pathlib import Path
 import sys
-from typing import TYPE_CHECKING, Dict, Iterable, List, Literal, Optional, Union
+from typing import TYPE_CHECKING, Any, Dict, Iterable, List, Literal, Optional, Union
 
 if sys.version_info >= (3, 12):
     from typing import override
@@ -210,10 +210,8 @@ class DBConnection(EnforceOverrides):
         page_token: str, optional
             The token to use for pagination. If not present, start from the beginning.
             Typically, this token is last table name from the previous page.
-            Only supported by LanceDb Cloud.
         limit: int, default 10
             The size of the page to return.
-            Only supported by LanceDb Cloud.
 
         Returns
         -------
@@ -1543,6 +1541,8 @@ class AsyncConnection(object):
         storage_options_provider: Optional["StorageOptionsProvider"] = None,
         index_cache_size: Optional[int] = None,
         location: Optional[str] = None,
+        namespace_client: Optional[Any] = None,
+        managed_versioning: Optional[bool] = None,
     ) -> AsyncTable:
         """Open a Lance Table in the database.
 
@@ -1575,6 +1575,9 @@ class AsyncConnection(object):
             The explicit location (URI) of the table. If provided, the table will be
             opened from this location instead of deriving it from the database URI
             and table name.
+        managed_versioning: bool, optional
+            Whether managed versioning is enabled for this table. If provided,
+            avoids a redundant describe_table call when namespace_client is set.
 
         Returns
         -------
@@ -1589,6 +1592,8 @@ class AsyncConnection(object):
             storage_options_provider=storage_options_provider,
             index_cache_size=index_cache_size,
             location=location,
+            namespace_client=namespace_client,
+            managed_versioning=managed_versioning,
         )
         return AsyncTable(table)
 

python/python/lancedb/embeddings/colpali.py

@@ -275,7 +275,7 @@ class ColPaliEmbeddings(EmbeddingFunction):
         """
         Convert image inputs to PIL Images.
         """
-        PIL = attempt_import_or_raise("PIL", "pillow")
+        PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
         requests = attempt_import_or_raise("requests", "requests")
         images = self.sanitize_input(images)
         pil_images = []
@@ -285,12 +285,12 @@ class ColPaliEmbeddings(EmbeddingFunction):
                     if image.startswith(("http://", "https://")):
                         response = requests.get(image, timeout=10)
                         response.raise_for_status()
-                        pil_images.append(PIL.Image.open(io.BytesIO(response.content)))
+                        pil_images.append(PIL_Image.open(io.BytesIO(response.content)))
                     else:
-                        with PIL.Image.open(image) as im:
+                        with PIL_Image.open(image) as im:
                             pil_images.append(im.copy())
                 elif isinstance(image, bytes):
-                    pil_images.append(PIL.Image.open(io.BytesIO(image)))
+                    pil_images.append(PIL_Image.open(io.BytesIO(image)))
                 else:
                     # Assume it's a PIL Image; will raise if invalid
                     pil_images.append(image)

python/python/lancedb/embeddings/gte.py

@@ -2,6 +2,7 @@
 # SPDX-FileCopyrightText: Copyright The LanceDB Authors
 
 
+import warnings
 from typing import List, Union
 
 import numpy as np
@@ -15,6 +16,8 @@ from .utils import weak_lru
 @register("gte-text")
 class GteEmbeddings(TextEmbeddingFunction):
     """
+    Deprecated: GTE embeddings should be used through sentence-transformers.
+
     An embedding function that uses GTE-LARGE MLX format(for Apple silicon devices only)
     as well as the standard cpu/gpu version from: https://huggingface.co/thenlper/gte-large.
 
@@ -61,6 +64,13 @@ class GteEmbeddings(TextEmbeddingFunction):
 
     def __init__(self, **kwargs):
         super().__init__(**kwargs)
+        warnings.warn(
+            "GTE embeddings as a standalone embedding function are deprecated. "
+            "Use the 'sentence-transformers' embedding function with a GTE model "
+            "instead.",
+            DeprecationWarning,
+            stacklevel=3,
+        )
         self._ndims = None
         if kwargs:
             self.mlx = kwargs.get("mlx", False)

python/python/lancedb/embeddings/jinaai.py

@@ -77,8 +77,8 @@ class JinaEmbeddings(EmbeddingFunction):
             if isinstance(inputs, list):
                 inputs = inputs
             else:
-                PIL = attempt_import_or_raise("PIL", "pillow")
-                if isinstance(inputs, PIL.Image.Image):
+                PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
+                if isinstance(inputs, PIL_Image.Image):
                     inputs = [inputs]
         return inputs
 
@@ -89,13 +89,13 @@ class JinaEmbeddings(EmbeddingFunction):
         elif isinstance(image, (str, Path)):
             parsed = urlparse.urlparse(image)
             # TODO handle drive letter on windows.
-            PIL = attempt_import_or_raise("PIL", "pillow")
+            PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
             if parsed.scheme == "file":
-                pil_image = PIL.Image.open(parsed.path)
+                pil_image = PIL_Image.open(parsed.path)
             elif parsed.scheme == "":
-                pil_image = PIL.Image.open(image if os.name == "nt" else parsed.path)
+                pil_image = PIL_Image.open(image if os.name == "nt" else parsed.path)
             elif parsed.scheme.startswith("http"):
-                pil_image = PIL.Image.open(io.BytesIO(url_retrieve(image)))
+                pil_image = PIL_Image.open(io.BytesIO(url_retrieve(image)))
             else:
                 raise NotImplementedError("Only local and http(s) urls are supported")
             buffered = io.BytesIO()
@@ -103,9 +103,9 @@ class JinaEmbeddings(EmbeddingFunction):
             image_bytes = buffered.getvalue()
             image_dict = {"image": base64.b64encode(image_bytes).decode("utf-8")}
         else:
-            PIL = attempt_import_or_raise("PIL", "pillow")
+            PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
 
-            if isinstance(image, PIL.Image.Image):
+            if isinstance(image, PIL_Image.Image):
                 buffered = io.BytesIO()
                 image.save(buffered, format="PNG")
                 image_bytes = buffered.getvalue()
@@ -136,9 +136,9 @@ class JinaEmbeddings(EmbeddingFunction):
         elif isinstance(query, (Path, bytes)):
             return [self.generate_image_embedding(query)]
         else:
-            PIL = attempt_import_or_raise("PIL", "pillow")
+            PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
 
-            if isinstance(query, PIL.Image.Image):
+            if isinstance(query, PIL_Image.Image):
                 return [self.generate_image_embedding(query)]
             else:
                 raise TypeError(

python/python/lancedb/embeddings/open_clip.py

@@ -71,8 +71,8 @@ class OpenClipEmbeddings(EmbeddingFunction):
         if isinstance(query, str):
             return [self.generate_text_embeddings(query)]
         else:
-            PIL = attempt_import_or_raise("PIL", "pillow")
-            if isinstance(query, PIL.Image.Image):
+            PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
+            if isinstance(query, PIL_Image.Image):
                 return [self.generate_image_embedding(query)]
             else:
                 raise TypeError("OpenClip supports str or PIL Image as query")
@@ -145,20 +145,20 @@ class OpenClipEmbeddings(EmbeddingFunction):
             return self._encode_and_normalize_image(image)
 
     def _to_pil(self, image: Union[str, bytes]):
-        PIL = attempt_import_or_raise("PIL", "pillow")
+        PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
         if isinstance(image, bytes):
-            return PIL.Image.open(io.BytesIO(image))
-        if isinstance(image, PIL.Image.Image):
+            return PIL_Image.open(io.BytesIO(image))
+        if isinstance(image, PIL_Image.Image):
             return image
         elif isinstance(image, str):
             parsed = urlparse.urlparse(image)
             # TODO handle drive letter on windows.
             if parsed.scheme == "file":
-                return PIL.Image.open(parsed.path)
+                return PIL_Image.open(parsed.path)
             elif parsed.scheme == "":
-                return PIL.Image.open(image if os.name == "nt" else parsed.path)
+                return PIL_Image.open(image if os.name == "nt" else parsed.path)
             elif parsed.scheme.startswith("http"):
-                return PIL.Image.open(io.BytesIO(url_retrieve(image)))
+                return PIL_Image.open(io.BytesIO(url_retrieve(image)))
             else:
                 raise NotImplementedError("Only local and http(s) urls are supported")
 

python/python/lancedb/embeddings/openai.py

@@ -110,6 +110,9 @@ class OpenAIEmbeddings(TextEmbeddingFunction):
             valid_embeddings = {
                 idx: v.embedding for v, idx in zip(rs.data, valid_indices)
             }
+        except openai.AuthenticationError:
+            logging.error("Authentication failed: Invalid API key provided")
+            raise
         except openai.BadRequestError:
             logging.exception("Bad request: %s", texts)
             return [None] * len(texts)

python/python/lancedb/embeddings/siglip.py

@@ -6,6 +6,7 @@ import io
 import os
 from typing import TYPE_CHECKING, List, Union
 import urllib.parse as urlparse
+import warnings
 
 import numpy as np
 import pyarrow as pa
@@ -24,6 +25,7 @@ if TYPE_CHECKING:
 
 @register("siglip")
 class SigLipEmbeddings(EmbeddingFunction):
+    # Deprecated: prefer CLIP embeddings via `open-clip`.
     model_name: str = "google/siglip-base-patch16-224"
     device: str = "cpu"
     batch_size: int = 64
@@ -36,6 +38,12 @@ class SigLipEmbeddings(EmbeddingFunction):
 
     def __init__(self, *args, **kwargs):
         super().__init__(*args, **kwargs)
+        warnings.warn(
+            "SigLip embeddings are deprecated. Use CLIP embeddings via the "
+            "'open-clip' embedding function instead.",
+            DeprecationWarning,
+            stacklevel=3,
+        )
         transformers = attempt_import_or_raise("transformers")
         self._torch = attempt_import_or_raise("torch")
 
@@ -56,8 +64,8 @@ class SigLipEmbeddings(EmbeddingFunction):
         if isinstance(query, str):
             return [self.generate_text_embeddings(query)]
         else:
-            PIL = attempt_import_or_raise("PIL", "pillow")
-            if isinstance(query, PIL.Image.Image):
+            PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
+            if isinstance(query, PIL_Image.Image):
                 return [self.generate_image_embedding(query)]
             else:
                 raise TypeError("SigLIP supports str or PIL Image as query")
@@ -127,21 +135,21 @@ class SigLipEmbeddings(EmbeddingFunction):
             return image_features.cpu().detach().numpy().squeeze()
 
     def _to_pil(self, image: Union[str, bytes, "PIL.Image.Image"]):
-        PIL = attempt_import_or_raise("PIL", "pillow")
-        if isinstance(image, PIL.Image.Image):
+        PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
+        if isinstance(image, PIL_Image.Image):
             return image.convert("RGB") if image.mode != "RGB" else image
         elif isinstance(image, bytes):
-            return PIL.Image.open(io.BytesIO(image)).convert("RGB")
+            return PIL_Image.open(io.BytesIO(image)).convert("RGB")
         elif isinstance(image, str):
             parsed = urlparse.urlparse(image)
             if parsed.scheme == "file":
-                return PIL.Image.open(parsed.path).convert("RGB")
+                return PIL_Image.open(parsed.path).convert("RGB")
             elif parsed.scheme == "":
                 path = image if os.name == "nt" else parsed.path
-                return PIL.Image.open(path).convert("RGB")
+                return PIL_Image.open(path).convert("RGB")
             elif parsed.scheme.startswith("http"):
                 image_bytes = url_retrieve(image)
-                return PIL.Image.open(io.BytesIO(image_bytes)).convert("RGB")
+                return PIL_Image.open(io.BytesIO(image_bytes)).convert("RGB")
             else:
                 raise NotImplementedError("Only local and http(s) urls are supported")
         else:

python/python/lancedb/embeddings/utils.py

@@ -269,6 +269,11 @@ def retry_with_exponential_backoff(
             # and say that it is assumed that if this portion errors out, it's due
             # to rate limit but the user should check the error message to be sure.
             except Exception as e:  # noqa: PERF203
+                # Don't retry on authentication errors (e.g., OpenAI 401)
+                # These are permanent failures that won't be fixed by retrying
+                if _is_non_retryable_error(e):
+                    raise
+
                 num_retries += 1
 
                 if num_retries > max_retries:
@@ -289,6 +294,29 @@ def retry_with_exponential_backoff(
     return wrapper
 
 
+def _is_non_retryable_error(error: Exception) -> bool:
+    """Check if an error should not be retried.
+
+    Args:
+        error: The exception to check
+
+    Returns:
+        True if the error should not be retried, False otherwise
+    """
+    # Check for OpenAI authentication errors
+    error_type = type(error).__name__
+    if error_type == "AuthenticationError":
+        return True
+
+    # Check for other common non-retryable HTTP status codes
+    # 401 Unauthorized, 403 Forbidden
+    if hasattr(error, "status_code"):
+        if error.status_code in (401, 403):
+            return True
+
+    return False
+
+
 def url_retrieve(url: str):
     """
     Parameters

python/python/lancedb/embeddings/voyageai.py

@@ -2,7 +2,7 @@
 # SPDX-FileCopyrightText: Copyright The LanceDB Authors
 import base64
 import os
-from typing import ClassVar, TYPE_CHECKING, List, Union, Any, Generator
+from typing import ClassVar, TYPE_CHECKING, List, Union, Any, Generator, Optional
 
 from pathlib import Path
 from urllib.parse import urlparse
@@ -21,6 +21,9 @@ if TYPE_CHECKING:
 
 # Token limits for different VoyageAI models
 VOYAGE_TOTAL_TOKEN_LIMITS = {
+    "voyage-4": 320_000,
+    "voyage-4-lite": 1_000_000,
+    "voyage-4-large": 120_000,
     "voyage-context-3": 32_000,
     "voyage-3.5-lite": 1_000_000,
     "voyage-3.5": 320_000,
@@ -45,14 +48,32 @@ def is_valid_url(text):
         return False
 
 
+VIDEO_EXTENSIONS = {".mp4", ".webm", ".mov", ".avi", ".mkv", ".m4v", ".gif"}
+
+
+def is_video_url(url: str) -> bool:
+    """Check if URL points to a video file based on extension."""
+    parsed = urlparse(url)
+    path = parsed.path.lower()
+    return any(path.endswith(ext) for ext in VIDEO_EXTENSIONS)
+
+
+def is_video_path(path: Path) -> bool:
+    """Check if file path is a video file based on extension."""
+    return path.suffix.lower() in VIDEO_EXTENSIONS
+
+
 def transform_input(input_data: Union[str, bytes, Path]):
-    PIL = attempt_import_or_raise("PIL", "pillow")
+    PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
     if isinstance(input_data, str):
         if is_valid_url(input_data):
-            content = {"type": "image_url", "image_url": input_data}
+            if is_video_url(input_data):
+                content = {"type": "video_url", "video_url": input_data}
+            else:
+                content = {"type": "image_url", "image_url": input_data}
         else:
             content = {"type": "text", "text": input_data}
-    elif isinstance(input_data, PIL.Image.Image):
+    elif isinstance(input_data, PIL_Image.Image):
         buffered = BytesIO()
         input_data.save(buffered, format="JPEG")
         img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
@@ -61,7 +82,7 @@ def transform_input(input_data: Union[str, bytes, Path]):
             "image_base64": "data:image/jpeg;base64," + img_str,
         }
     elif isinstance(input_data, bytes):
-        img = PIL.Image.open(BytesIO(input_data))
+        img = PIL_Image.open(BytesIO(input_data))
         buffered = BytesIO()
         img.save(buffered, format="JPEG")
         img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
@@ -70,14 +91,24 @@ def transform_input(input_data: Union[str, bytes, Path]):
             "image_base64": "data:image/jpeg;base64," + img_str,
         }
     elif isinstance(input_data, Path):
-        img = PIL.Image.open(input_data)
-        buffered = BytesIO()
-        img.save(buffered, format="JPEG")
-        img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
-        content = {
-            "type": "image_base64",
-            "image_base64": "data:image/jpeg;base64," + img_str,
-        }
+        if is_video_path(input_data):
+            # Read video file and encode as base64
+            with open(input_data, "rb") as f:
+                video_bytes = f.read()
+            video_str = base64.b64encode(video_bytes).decode("utf-8")
+            content = {
+                "type": "video_base64",
+                "video_base64": video_str,
+            }
+        else:
+            img = PIL_Image.open(input_data)
+            buffered = BytesIO()
+            img.save(buffered, format="JPEG")
+            img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
+            content = {
+                "type": "image_base64",
+                "image_base64": "data:image/jpeg;base64," + img_str,
+            }
     else:
         raise ValueError("Each input should be either str, bytes, Path or Image.")
 
@@ -88,9 +119,11 @@ def sanitize_multimodal_input(inputs: Union[TEXT, IMAGES]) -> List[Any]:
     """
     Sanitize the input to the embedding function.
     """
-    PIL = attempt_import_or_raise("PIL", "pillow")
-    if isinstance(inputs, (str, bytes, Path, PIL.Image.Image)):
+    PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
+    if isinstance(inputs, (str, bytes, Path, PIL_Image.Image)):
         inputs = [inputs]
+    elif isinstance(inputs, list):
+        pass  # Already a list, use as-is
     elif isinstance(inputs, pa.Array):
         inputs = inputs.to_pylist()
     elif isinstance(inputs, pa.ChunkedArray):
@@ -100,7 +133,7 @@ def sanitize_multimodal_input(inputs: Union[TEXT, IMAGES]) -> List[Any]:
             f"Input type {type(inputs)} not allowed with multimodal model."
         )
 
-    if not all(isinstance(x, (str, bytes, Path, PIL.Image.Image)) for x in inputs):
+    if not all(isinstance(x, (str, bytes, Path, PIL_Image.Image)) for x in inputs):
         raise ValueError("Each input should be either str, bytes, Path or Image.")
 
     return [transform_input(i) for i in inputs]
@@ -137,17 +170,25 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
     name: str
         The name of the model to use. List of acceptable models:
 
+            * voyage-4 (1024 dims, general-purpose and multilingual retrieval)
+            * voyage-4-lite (1024 dims, optimized for latency and cost)
+            * voyage-4-large (1024 dims, best retrieval quality)
             * voyage-context-3
             * voyage-3.5
             * voyage-3.5-lite
             * voyage-3
             * voyage-3-lite
             * voyage-multimodal-3
+            * voyage-multimodal-3.5
             * voyage-finance-2
             * voyage-multilingual-2
             * voyage-law-2
             * voyage-code-2
 
+    output_dimension: int, optional
+        The output dimension for models that support flexible dimensions.
+        Currently only voyage-multimodal-3.5 supports this feature.
+        Valid options: 256, 512, 1024 (default), 2048.
 
     Examples
     --------
@@ -175,8 +216,14 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
     """
 
     name: str
+    output_dimension: Optional[int] = None
     client: ClassVar = None
+    _FLEXIBLE_DIM_MODELS: ClassVar[list] = ["voyage-multimodal-3.5"]
+    _VALID_DIMENSIONS: ClassVar[list] = [256, 512, 1024, 2048]
     text_embedding_models: list = [
+        "voyage-4",
+        "voyage-4-lite",
+        "voyage-4-large",
         "voyage-3.5",
         "voyage-3.5-lite",
         "voyage-3",
@@ -186,7 +233,7 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
         "voyage-law-2",
         "voyage-code-2",
     ]
-    multimodal_embedding_models: list = ["voyage-multimodal-3"]
+    multimodal_embedding_models: list = ["voyage-multimodal-3", "voyage-multimodal-3.5"]
     contextual_embedding_models: list = ["voyage-context-3"]
 
     def _is_multimodal_model(self, model_name: str):
@@ -198,11 +245,25 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
         return model_name in self.contextual_embedding_models or "context" in model_name
 
     def ndims(self):
+        # Handle flexible dimension models
+        if self.name in self._FLEXIBLE_DIM_MODELS:
+            if self.output_dimension is not None:
+                if self.output_dimension not in self._VALID_DIMENSIONS:
+                    raise ValueError(
+                        f"Invalid output_dimension {self.output_dimension} "
+                        f"for {self.name}. Valid options: {self._VALID_DIMENSIONS}"
+                    )
+                return self.output_dimension
+            return 1024  # default dimension
+
         if self.name == "voyage-3-lite":
             return 512
         elif self.name == "voyage-code-2":
             return 1536
         elif self.name in [
+            "voyage-4",
+            "voyage-4-lite",
+            "voyage-4-large",
             "voyage-context-3",
             "voyage-3.5",
             "voyage-3.5-lite",
@@ -211,12 +272,17 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
             "voyage-finance-2",
             "voyage-multilingual-2",
             "voyage-law-2",
-            "voyage-multimodal-3",
         ]:
             return 1024
         else:
             raise ValueError(f"Model {self.name} not supported")
 
+    def _get_multimodal_kwargs(self, **kwargs):
+        """Get kwargs for multimodal embed call, including output_dimension if set."""
+        if self.name in self._FLEXIBLE_DIM_MODELS and self.output_dimension is not None:
+            kwargs["output_dimension"] = self.output_dimension
+        return kwargs
+
     def compute_query_embeddings(
         self, query: Union[str, "PIL.Image.Image"], *args, **kwargs
     ) -> List[np.ndarray]:
@@ -234,6 +300,7 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
         """
         client = VoyageAIEmbeddingFunction._get_client()
         if self._is_multimodal_model(self.name):
+            kwargs = self._get_multimodal_kwargs(**kwargs)
             result = client.multimodal_embed(
                 inputs=[[query]], model=self.name, input_type="query", **kwargs
             )
@@ -275,6 +342,7 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
             )
             if has_images:
                 # Use non-batched API for images
+                kwargs = self._get_multimodal_kwargs(**kwargs)
                 result = client.multimodal_embed(
                     inputs=sanitized, model=self.name, input_type="document", **kwargs
                 )
@@ -357,6 +425,7 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
             callable: A function that takes a batch of texts and returns embeddings.
         """
         if self._is_multimodal_model(self.name):
+            multimodal_kwargs = self._get_multimodal_kwargs(**kwargs)
 
             def embed_batch(batch: List[str]) -> List[np.array]:
                 batch_inputs = sanitize_multimodal_input(batch)
@@ -364,7 +433,7 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
                     inputs=batch_inputs,
                     model=self.name,
                     input_type=input_type,
-                    **kwargs,
+                    **multimodal_kwargs,
                 )
                 return result.embeddings
 

python/python/lancedb/namespace.py

@@ -12,7 +12,7 @@ from __future__ import annotations
 
 import asyncio
 import sys
-from typing import Dict, Iterable, List, Optional, Union
+from typing import Any, Dict, Iterable, List, Optional, Union
 
 if sys.version_info >= (3, 12):
     from typing import override
@@ -44,7 +44,7 @@ from lance_namespace import (
     ListNamespacesRequest,
     CreateNamespaceRequest,
     DropNamespaceRequest,
-    CreateEmptyTableRequest,
+    DeclareTableRequest,
 )
 from lancedb.table import AsyncTable, LanceTable, Table
 from lancedb.util import validate_table_name
@@ -240,7 +240,7 @@ class LanceNamespaceDBConnection(DBConnection):
         session : Optional[Session]
             A session to use for this connection
         """
-        self._ns = namespace
+        self._namespace_client = namespace
         self.read_consistency_interval = read_consistency_interval
         self.storage_options = storage_options or {}
         self.session = session
@@ -269,7 +269,7 @@ class LanceNamespaceDBConnection(DBConnection):
         if namespace is None:
             namespace = []
         request = ListTablesRequest(id=namespace, page_token=page_token, limit=limit)
-        response = self._ns.list_tables(request)
+        response = self._namespace_client.list_tables(request)
         return response.tables if response.tables else []
 
     @override
@@ -309,7 +309,9 @@ class LanceNamespaceDBConnection(DBConnection):
             # Try to describe the table first to see if it exists
             try:
                 describe_request = DescribeTableRequest(id=table_id)
-                describe_response = self._ns.describe_table(describe_request)
+                describe_response = self._namespace_client.describe_table(
+                    describe_request
+                )
                 location = describe_response.location
                 namespace_storage_options = describe_response.storage_options
             except Exception:
@@ -318,20 +320,20 @@ class LanceNamespaceDBConnection(DBConnection):
 
         if location is None:
             # Table doesn't exist or mode is "create", reserve a new location
-            create_empty_request = CreateEmptyTableRequest(
+            declare_request = DeclareTableRequest(
                 id=table_id,
                 location=None,
                 properties=self.storage_options if self.storage_options else None,
             )
-            create_empty_response = self._ns.create_empty_table(create_empty_request)
+            declare_response = self._namespace_client.declare_table(declare_request)
 
-            if not create_empty_response.location:
+            if not declare_response.location:
                 raise ValueError(
-                    "Table location is missing from create_empty_table response"
+                    "Table location is missing from declare_table response"
                 )
 
-            location = create_empty_response.location
-            namespace_storage_options = create_empty_response.storage_options
+            location = declare_response.location
+            namespace_storage_options = declare_response.storage_options
 
         # Merge storage options: self.storage_options < user options < namespace options
         merged_storage_options = dict(self.storage_options)
@@ -353,7 +355,7 @@ class LanceNamespaceDBConnection(DBConnection):
         # Only create if namespace returned storage_options (not None)
         if storage_options_provider is None and namespace_storage_options is not None:
             storage_options_provider = LanceNamespaceStorageOptionsProvider(
-                namespace=self._ns,
+                namespace=self._namespace_client,
                 table_id=table_id,
             )
 
@@ -371,6 +373,7 @@ class LanceNamespaceDBConnection(DBConnection):
             storage_options=merged_storage_options,
             storage_options_provider=storage_options_provider,
             location=location,
+            namespace_client=self._namespace_client,
         )
 
         return tbl
@@ -389,7 +392,7 @@ class LanceNamespaceDBConnection(DBConnection):
             namespace = []
         table_id = namespace + [name]
         request = DescribeTableRequest(id=table_id)
-        response = self._ns.describe_table(request)
+        response = self._namespace_client.describe_table(request)
 
         # Merge storage options: self.storage_options < user options < namespace options
         merged_storage_options = dict(self.storage_options)
@@ -402,10 +405,14 @@ class LanceNamespaceDBConnection(DBConnection):
         # Only create if namespace returned storage_options (not None)
         if storage_options_provider is None and response.storage_options is not None:
             storage_options_provider = LanceNamespaceStorageOptionsProvider(
-                namespace=self._ns,
+                namespace=self._namespace_client,
                 table_id=table_id,
             )
 
+        # Pass managed_versioning to avoid redundant describe_table call in Rust.
+        # Convert None to False since we already have the answer from describe_table.
+        managed_versioning = response.managed_versioning is True
+
         return self._lance_table_from_uri(
             name,
             response.location,
@@ -413,6 +420,8 @@ class LanceNamespaceDBConnection(DBConnection):
             storage_options=merged_storage_options,
             storage_options_provider=storage_options_provider,
             index_cache_size=index_cache_size,
+            namespace_client=self._namespace_client,
+            managed_versioning=managed_versioning,
         )
 
     @override
@@ -422,7 +431,7 @@ class LanceNamespaceDBConnection(DBConnection):
             namespace = []
         table_id = namespace + [name]
         request = DropTableRequest(id=table_id)
-        self._ns.drop_table(request)
+        self._namespace_client.drop_table(request)
 
     @override
     def rename_table(
@@ -484,7 +493,7 @@ class LanceNamespaceDBConnection(DBConnection):
         request = ListNamespacesRequest(
             id=namespace, page_token=page_token, limit=limit
         )
-        response = self._ns.list_namespaces(request)
+        response = self._namespace_client.list_namespaces(request)
         return ListNamespacesResponse(
             namespaces=response.namespaces if response.namespaces else [],
             page_token=response.page_token,
@@ -520,7 +529,7 @@ class LanceNamespaceDBConnection(DBConnection):
             mode=_normalize_create_namespace_mode(mode),
             properties=properties,
         )
-        response = self._ns.create_namespace(request)
+        response = self._namespace_client.create_namespace(request)
         return CreateNamespaceResponse(
             properties=response.properties if hasattr(response, "properties") else None
         )
@@ -555,7 +564,7 @@ class LanceNamespaceDBConnection(DBConnection):
             mode=_normalize_drop_namespace_mode(mode),
             behavior=_normalize_drop_namespace_behavior(behavior),
         )
-        response = self._ns.drop_namespace(request)
+        response = self._namespace_client.drop_namespace(request)
         return DropNamespaceResponse(
             properties=(
                 response.properties if hasattr(response, "properties") else None
@@ -581,7 +590,7 @@ class LanceNamespaceDBConnection(DBConnection):
             Response containing the namespace properties.
         """
         request = DescribeNamespaceRequest(id=namespace)
-        response = self._ns.describe_namespace(request)
+        response = self._namespace_client.describe_namespace(request)
         return DescribeNamespaceResponse(
             properties=response.properties if hasattr(response, "properties") else None
         )
@@ -615,7 +624,7 @@ class LanceNamespaceDBConnection(DBConnection):
         if namespace is None:
             namespace = []
         request = ListTablesRequest(id=namespace, page_token=page_token, limit=limit)
-        response = self._ns.list_tables(request)
+        response = self._namespace_client.list_tables(request)
         return ListTablesResponse(
             tables=response.tables if response.tables else [],
             page_token=response.page_token,
@@ -630,6 +639,8 @@ class LanceNamespaceDBConnection(DBConnection):
         storage_options: Optional[Dict[str, str]] = None,
         storage_options_provider: Optional[StorageOptionsProvider] = None,
         index_cache_size: Optional[int] = None,
+        namespace_client: Optional[Any] = None,
+        managed_versioning: Optional[bool] = None,
     ) -> LanceTable:
         # Open a table directly from a URI using the location parameter
         # Note: storage_options should already be merged by the caller
@@ -643,6 +654,8 @@ class LanceNamespaceDBConnection(DBConnection):
         )
 
         # Open the table using the temporary connection with the location parameter
+        # Pass namespace_client to enable managed versioning support
+        # Pass managed_versioning to avoid redundant describe_table call
         return LanceTable.open(
             temp_conn,
             name,
@@ -651,6 +664,8 @@ class LanceNamespaceDBConnection(DBConnection):
             storage_options_provider=storage_options_provider,
             index_cache_size=index_cache_size,
             location=table_uri,
+            namespace_client=namespace_client,
+            managed_versioning=managed_versioning,
         )
 
 
@@ -685,7 +700,7 @@ class AsyncLanceNamespaceDBConnection:
         session : Optional[Session]
             A session to use for this connection
         """
-        self._ns = namespace
+        self._namespace_client = namespace
         self.read_consistency_interval = read_consistency_interval
         self.storage_options = storage_options or {}
         self.session = session
@@ -713,7 +728,7 @@ class AsyncLanceNamespaceDBConnection:
         if namespace is None:
             namespace = []
         request = ListTablesRequest(id=namespace, page_token=page_token, limit=limit)
-        response = self._ns.list_tables(request)
+        response = self._namespace_client.list_tables(request)
         return response.tables if response.tables else []
 
     async def create_table(
@@ -750,7 +765,9 @@ class AsyncLanceNamespaceDBConnection:
             # Try to describe the table first to see if it exists
             try:
                 describe_request = DescribeTableRequest(id=table_id)
-                describe_response = self._ns.describe_table(describe_request)
+                describe_response = self._namespace_client.describe_table(
+                    describe_request
+                )
                 location = describe_response.location
                 namespace_storage_options = describe_response.storage_options
             except Exception:
@@ -759,20 +776,20 @@ class AsyncLanceNamespaceDBConnection:
 
         if location is None:
             # Table doesn't exist or mode is "create", reserve a new location
-            create_empty_request = CreateEmptyTableRequest(
+            declare_request = DeclareTableRequest(
                 id=table_id,
                 location=None,
                 properties=self.storage_options if self.storage_options else None,
             )
-            create_empty_response = self._ns.create_empty_table(create_empty_request)
+            declare_response = self._namespace_client.declare_table(declare_request)
 
-            if not create_empty_response.location:
+            if not declare_response.location:
                 raise ValueError(
-                    "Table location is missing from create_empty_table response"
+                    "Table location is missing from declare_table response"
                 )
 
-            location = create_empty_response.location
-            namespace_storage_options = create_empty_response.storage_options
+            location = declare_response.location
+            namespace_storage_options = declare_response.storage_options
 
         # Merge storage options: self.storage_options < user options < namespace options
         merged_storage_options = dict(self.storage_options)
@@ -797,7 +814,7 @@ class AsyncLanceNamespaceDBConnection:
                 and namespace_storage_options is not None
             ):
                 provider = LanceNamespaceStorageOptionsProvider(
-                    namespace=self._ns,
+                    namespace=self._namespace_client,
                     table_id=table_id,
                 )
             else:
@@ -817,6 +834,7 @@ class AsyncLanceNamespaceDBConnection:
                 storage_options=merged_storage_options,
                 storage_options_provider=provider,
                 location=location,
+                namespace_client=self._namespace_client,
             )
 
         lance_table = await asyncio.to_thread(_create_table)
@@ -837,7 +855,7 @@ class AsyncLanceNamespaceDBConnection:
             namespace = []
         table_id = namespace + [name]
         request = DescribeTableRequest(id=table_id)
-        response = self._ns.describe_table(request)
+        response = self._namespace_client.describe_table(request)
 
         # Merge storage options: self.storage_options < user options < namespace options
         merged_storage_options = dict(self.storage_options)
@@ -849,10 +867,14 @@ class AsyncLanceNamespaceDBConnection:
         # Create a storage options provider if not provided by user
         if storage_options_provider is None and response.storage_options is not None:
             storage_options_provider = LanceNamespaceStorageOptionsProvider(
-                namespace=self._ns,
+                namespace=self._namespace_client,
                 table_id=table_id,
             )
 
+        # Capture managed_versioning from describe response.
+        # Convert None to False since we already have the answer from describe_table.
+        managed_versioning = response.managed_versioning is True
+
         # Open table in a thread
         def _open_table():
             temp_conn = LanceDBConnection(
@@ -870,6 +892,8 @@ class AsyncLanceNamespaceDBConnection:
                 storage_options_provider=storage_options_provider,
                 index_cache_size=index_cache_size,
                 location=response.location,
+                namespace_client=self._namespace_client,
+                managed_versioning=managed_versioning,
             )
 
         lance_table = await asyncio.to_thread(_open_table)
@@ -881,7 +905,7 @@ class AsyncLanceNamespaceDBConnection:
             namespace = []
         table_id = namespace + [name]
         request = DropTableRequest(id=table_id)
-        self._ns.drop_table(request)
+        self._namespace_client.drop_table(request)
 
     async def rename_table(
         self,
@@ -943,7 +967,7 @@ class AsyncLanceNamespaceDBConnection:
         request = ListNamespacesRequest(
             id=namespace, page_token=page_token, limit=limit
         )
-        response = self._ns.list_namespaces(request)
+        response = self._namespace_client.list_namespaces(request)
         return ListNamespacesResponse(
             namespaces=response.namespaces if response.namespaces else [],
             page_token=response.page_token,
@@ -978,7 +1002,7 @@ class AsyncLanceNamespaceDBConnection:
             mode=_normalize_create_namespace_mode(mode),
             properties=properties,
         )
-        response = self._ns.create_namespace(request)
+        response = self._namespace_client.create_namespace(request)
         return CreateNamespaceResponse(
             properties=response.properties if hasattr(response, "properties") else None
         )
@@ -1012,7 +1036,7 @@ class AsyncLanceNamespaceDBConnection:
             mode=_normalize_drop_namespace_mode(mode),
             behavior=_normalize_drop_namespace_behavior(behavior),
         )
-        response = self._ns.drop_namespace(request)
+        response = self._namespace_client.drop_namespace(request)
         return DropNamespaceResponse(
             properties=(
                 response.properties if hasattr(response, "properties") else None
@@ -1039,7 +1063,7 @@ class AsyncLanceNamespaceDBConnection:
             Response containing the namespace properties.
         """
         request = DescribeNamespaceRequest(id=namespace)
-        response = self._ns.describe_namespace(request)
+        response = self._namespace_client.describe_namespace(request)
         return DescribeNamespaceResponse(
             properties=response.properties if hasattr(response, "properties") else None
         )
@@ -1072,7 +1096,7 @@ class AsyncLanceNamespaceDBConnection:
         if namespace is None:
             namespace = []
         request = ListTablesRequest(id=namespace, page_token=page_token, limit=limit)
-        response = self._ns.list_tables(request)
+        response = self._namespace_client.list_tables(request)
         return ListTablesResponse(
             tables=response.tables if response.tables else [],
             page_token=response.page_token,

python/python/lancedb/permutation.py

@@ -9,7 +9,7 @@ import json
 from ._lancedb import async_permutation_builder, PermutationReader
 from .table import LanceTable
 from .background_loop import LOOP
-from .util import batch_to_tensor
+from .util import batch_to_tensor, batch_to_tensor_rows
 from typing import Any, Callable, Iterator, Literal, Optional, TYPE_CHECKING, Union
 
 if TYPE_CHECKING:
@@ -333,7 +333,11 @@ class Transforms:
     """
 
     @staticmethod
-    def arrow2python(batch: pa.RecordBatch) -> dict[str, list[Any]]:
+    def arrow2python(batch: pa.RecordBatch) -> list[dict[str, Any]]:
+        return batch.to_pylist()
+
+    @staticmethod
+    def arrow2pythoncol(batch: pa.RecordBatch) -> dict[str, list[Any]]:
         return batch.to_pydict()
 
     @staticmethod
@@ -687,7 +691,17 @@ class Permutation:
             return
 
     def with_format(
-        self, format: Literal["numpy", "python", "pandas", "arrow", "torch", "polars"]
+        self,
+        format: Literal[
+            "numpy",
+            "python",
+            "python_col",
+            "pandas",
+            "arrow",
+            "torch",
+            "torch_col",
+            "polars",
+        ],
     ) -> "Permutation":
         """
         Set the format for batches
@@ -696,16 +710,18 @@ class Permutation:
 
         The format can be one of:
         - "numpy" - the batch will be a dict of numpy arrays (one per column)
-        - "python" - the batch will be a dict of lists (one per column)
+        - "python" - the batch will be a list of dicts (one per row)
+        - "python_col" - the batch will be a dict of lists (one entry per column)
         - "pandas" - the batch will be a pandas DataFrame
         - "arrow" - the batch will be a pyarrow RecordBatch
-        - "torch" - the batch will be a two dimensional torch tensor
+        - "torch" - the batch will be a list of tensors, one per row
+        - "torch_col" - the batch will be a 2D torch tensor (first dim indexes columns)
         - "polars" - the batch will be a polars DataFrame
 
         Conversion may or may not involve a data copy.  Lance uses Arrow internally
-        and so it is able to zero-copy to the arrow and polars.
+        and so it is able to zero-copy to the arrow and polars formats.
 
-        Conversion to torch will be zero-copy but will only support a subset of data
+        Conversion to torch_col will be zero-copy but will only support a subset of data
         types (numeric types).
 
         Conversion to numpy and/or pandas will typically be zero-copy for numeric
@@ -718,6 +734,8 @@ class Permutation:
         assert format is not None, "format is required"
         if format == "python":
             return self.with_transform(Transforms.arrow2python)
+        if format == "python_col":
+            return self.with_transform(Transforms.arrow2pythoncol)
         elif format == "numpy":
             return self.with_transform(Transforms.arrow2numpy)
         elif format == "pandas":
@@ -725,6 +743,8 @@ class Permutation:
         elif format == "arrow":
             return self.with_transform(Transforms.arrow2arrow)
         elif format == "torch":
+            return self.with_transform(batch_to_tensor_rows)
+        elif format == "torch_col":
             return self.with_transform(batch_to_tensor)
         elif format == "polars":
             return self.with_transform(Transforms.arrow2polars())
@@ -746,15 +766,20 @@ class Permutation:
 
     def __getitem__(self, index: int) -> Any:
         """
-        Return a single row from the permutation
-
-        The output will always be a python dictionary regardless of the format.
-
-        This method is mostly useful for debugging and exploration.  For actual
-        processing use [iter](#iter) or a torch data loader to perform batched
-        processing.
+        Returns a single row from the permutation by offset
         """
-        pass
+        return self.__getitems__([index])
+
+    def __getitems__(self, indices: list[int]) -> Any:
+        """
+        Returns rows from the permutation by offset
+        """
+
+        async def do_getitems():
+            return await self.reader.take_offsets(indices, selection=self.selection)
+
+        batch = LOOP.run(do_getitems())
+        return self.transform_fn(batch)
 
     @deprecated(details="Use with_skip instead")
     def skip(self, skip: int) -> "Permutation":

python/python/lancedb/pydantic.py

@@ -275,7 +275,7 @@ def _py_type_to_arrow_type(py_type: Type[Any], field: FieldInfo) -> pa.DataType:
         return pa.timestamp("us", tz=tz)
     elif getattr(py_type, "__origin__", None) in (list, tuple):
         child = py_type.__args__[0]
-        return pa.list_(_py_type_to_arrow_type(child, field))
+        return _pydantic_list_child_to_arrow(child, field)
     raise TypeError(
         f"Converting Pydantic type to Arrow Type: unsupported type {py_type}."
     )
@@ -298,12 +298,18 @@ else:
 
 
 def _pydantic_type_to_arrow_type(tp: Any, field: FieldInfo) -> pa.DataType:
+    def _safe_issubclass(candidate: Any, base: type) -> bool:
+        try:
+            return issubclass(candidate, base)
+        except TypeError:
+            return False
+
     if inspect.isclass(tp):
-        if issubclass(tp, pydantic.BaseModel):
+        if _safe_issubclass(tp, pydantic.BaseModel):
             # Struct
             fields = _pydantic_model_to_fields(tp)
             return pa.struct(fields)
-        if issubclass(tp, FixedSizeListMixin):
+        if _safe_issubclass(tp, FixedSizeListMixin):
             if getattr(tp, "is_multi_vector", lambda: False)():
                 return pa.list_(pa.list_(tp.value_arrow_type(), tp.dim()))
             # For regular Vector
@@ -311,45 +317,67 @@ def _pydantic_type_to_arrow_type(tp: Any, field: FieldInfo) -> pa.DataType:
     return _py_type_to_arrow_type(tp, field)
 
 
+def _pydantic_list_child_to_arrow(child: Any, field: FieldInfo) -> pa.DataType:
+    unwrapped = _unwrap_optional_annotation(child)
+    if unwrapped is not None:
+        return pa.list_(
+            pa.field("item", _pydantic_type_to_arrow_type(unwrapped, field), True)
+        )
+    return pa.list_(_pydantic_type_to_arrow_type(child, field))
+
+
+def _unwrap_optional_annotation(annotation: Any) -> Any | None:
+    if isinstance(annotation, (_GenericAlias, GenericAlias)):
+        origin = annotation.__origin__
+        args = annotation.__args__
+        if origin == Union:
+            non_none = [arg for arg in args if arg is not type(None)]
+            if len(non_none) == 1 and len(non_none) != len(args):
+                return non_none[0]
+    elif sys.version_info >= (3, 10) and isinstance(annotation, types.UnionType):
+        args = annotation.__args__
+        non_none = [arg for arg in args if arg is not type(None)]
+        if len(non_none) == 1 and len(non_none) != len(args):
+            return non_none[0]
+    return None
+
+
 def _pydantic_to_arrow_type(field: FieldInfo) -> pa.DataType:
     """Convert a Pydantic FieldInfo to Arrow DataType"""
+    unwrapped = _unwrap_optional_annotation(field.annotation)
+    if unwrapped is not None:
+        return _pydantic_type_to_arrow_type(unwrapped, field)
     if isinstance(field.annotation, (_GenericAlias, GenericAlias)):
         origin = field.annotation.__origin__
         args = field.annotation.__args__
 
         if origin is list:
             child = args[0]
-            return pa.list_(_py_type_to_arrow_type(child, field))
-        elif origin == Union:
-            if len(args) == 2 and args[1] is type(None):
-                return _pydantic_type_to_arrow_type(args[0], field)
-    elif sys.version_info >= (3, 10) and isinstance(field.annotation, types.UnionType):
-        args = field.annotation.__args__
-        if len(args) == 2:
-            for typ in args:
-                if typ is type(None):
-                    continue
-                return _py_type_to_arrow_type(typ, field)
+            return _pydantic_list_child_to_arrow(child, field)
     return _pydantic_type_to_arrow_type(field.annotation, field)
 
 
 def is_nullable(field: FieldInfo) -> bool:
     """Check if a Pydantic FieldInfo is nullable."""
+    if _unwrap_optional_annotation(field.annotation) is not None:
+        return True
     if isinstance(field.annotation, (_GenericAlias, GenericAlias)):
         origin = field.annotation.__origin__
         args = field.annotation.__args__
         if origin == Union:
-            if len(args) == 2 and args[1] is type(None):
+            if any(typ is type(None) for typ in args):
                 return True
     elif sys.version_info >= (3, 10) and isinstance(field.annotation, types.UnionType):
         args = field.annotation.__args__
         for typ in args:
             if typ is type(None):
                 return True
-    elif inspect.isclass(field.annotation) and issubclass(
-        field.annotation, FixedSizeListMixin
-    ):
-        return field.annotation.nullable()
+    elif inspect.isclass(field.annotation):
+        try:
+            if issubclass(field.annotation, FixedSizeListMixin):
+                return field.annotation.nullable()
+        except TypeError:
+            return False
     return False
 
 

python/python/lancedb/query.py

@@ -606,6 +606,7 @@ class LanceQueryBuilder(ABC):
                 query,
                 ordering_field_name=ordering_field_name,
                 fts_columns=fts_columns,
+                fast_search=fast_search,
             )
 
         if isinstance(query, list):
@@ -961,22 +962,27 @@ class LanceQueryBuilder(ABC):
         >>> query = [100, 100]
         >>> plan = table.search(query).analyze_plan()
         >>> print(plan)  # doctest: +ELLIPSIS, +NORMALIZE_WHITESPACE
-        AnalyzeExec verbose=true, metrics=[], cumulative_cpu=...
-          TracedExec, metrics=[], cumulative_cpu=...
-            ProjectionExec: expr=[...], metrics=[...], cumulative_cpu=...
-              GlobalLimitExec: skip=0, fetch=10, metrics=[...], cumulative_cpu=...
-                FilterExec: _distance@2 IS NOT NULL,
-                metrics=[output_rows=..., elapsed_compute=...], cumulative_cpu=...
-                  SortExec: TopK(fetch=10), expr=[...],
+        AnalyzeExec verbose=true, elapsed=..., metrics=...
+          TracedExec, elapsed=..., metrics=...
+            ProjectionExec: elapsed=..., expr=[...],
+            metrics=[output_rows=..., elapsed_compute=..., output_bytes=...]
+              GlobalLimitExec: elapsed=..., skip=0, fetch=10,
+              metrics=[output_rows=..., elapsed_compute=..., output_bytes=...]
+                FilterExec: elapsed=..., _distance@2 IS NOT NULL, metrics=[...]
+                  SortExec: elapsed=..., TopK(fetch=10), expr=[...],
                   preserve_partitioning=[...],
-                  metrics=[output_rows=..., elapsed_compute=..., row_replacements=...],
-                  cumulative_cpu=...
-                    KNNVectorDistance: metric=l2,
-                    metrics=[output_rows=..., elapsed_compute=..., output_batches=...],
-                    cumulative_cpu=...
-                      LanceRead: uri=..., projection=[vector], ...
-                      metrics=[output_rows=..., elapsed_compute=...,
-                      bytes_read=..., iops=..., requests=...], cumulative_cpu=...
+                  metrics=[output_rows=..., elapsed_compute=...,
+                  output_bytes=..., row_replacements=...]
+                    KNNVectorDistance: elapsed=..., metric=l2,
+                    metrics=[output_rows=..., elapsed_compute=...,
+                    output_bytes=..., output_batches=...]
+                      LanceRead: elapsed=..., uri=..., projection=[vector],
+                      num_fragments=..., range_before=None, range_after=None,
+                      row_id=true, row_addr=false,
+                      full_filter=--, refine_filter=--,
+                      metrics=[output_rows=..., elapsed_compute=..., output_bytes=...,
+                      fragments_scanned=..., ranges_scanned=1, rows_scanned=1,
+                      bytes_read=..., iops=..., requests=..., task_wait_time=...]
 
         Returns
         -------
@@ -1428,6 +1434,19 @@ class LanceVectorQueryBuilder(LanceQueryBuilder):
         self._bypass_vector_index = True
         return self
 
+    def fast_search(self) -> LanceVectorQueryBuilder:
+        """
+        Skip a flat search of unindexed data. This will improve
+        search performance but search results will not include unindexed data.
+
+        Returns
+        -------
+        LanceVectorQueryBuilder
+            The LanceVectorQueryBuilder object.
+        """
+        self._fast_search = True
+        return self
+
 
 class LanceFtsQueryBuilder(LanceQueryBuilder):
     """A builder for full text search for LanceDB."""
@@ -1438,12 +1457,14 @@ class LanceFtsQueryBuilder(LanceQueryBuilder):
         query: str | FullTextQuery,
         ordering_field_name: Optional[str] = None,
         fts_columns: Optional[Union[str, List[str]]] = None,
+        fast_search: bool = None,
     ):
         super().__init__(table)
         self._query = query
         self._phrase_query = False
         self.ordering_field_name = ordering_field_name
         self._reranker = None
+        self._fast_search = fast_search
         if isinstance(fts_columns, str):
             fts_columns = [fts_columns]
         self._fts_columns = fts_columns
@@ -1465,6 +1486,19 @@ class LanceFtsQueryBuilder(LanceQueryBuilder):
         self._phrase_query = phrase_query
         return self
 
+    def fast_search(self) -> LanceFtsQueryBuilder:
+        """
+        Skip a flat search of unindexed data. This will improve
+        search performance but search results will not include unindexed data.
+
+        Returns
+        -------
+        LanceFtsQueryBuilder
+            The LanceFtsQueryBuilder object.
+        """
+        self._fast_search = True
+        return self
+
     def to_query_object(self) -> Query:
         return Query(
             columns=self._columns,
@@ -1476,6 +1510,7 @@ class LanceFtsQueryBuilder(LanceQueryBuilder):
                 query=self._query, columns=self._fts_columns
             ),
             offset=self._offset,
+            fast_search=self._fast_search,
         )
 
     def output_schema(self) -> pa.Schema:
@@ -1764,6 +1799,26 @@ class LanceHybridQueryBuilder(LanceQueryBuilder):
             vector_results = LanceHybridQueryBuilder._rank(vector_results, "_distance")
             fts_results = LanceHybridQueryBuilder._rank(fts_results, "_score")
 
+        # If both result sets are empty (e.g. after hard filtering),
+        # return early to avoid errors in reranking or score restoration.
+        if vector_results.num_rows == 0 and fts_results.num_rows == 0:
+            # Build a minimal empty table with the _relevance_score column
+            combined_schema = pa.unify_schemas(
+                [vector_results.schema, fts_results.schema],
+            )
+            empty = pa.table(
+                {
+                    col: pa.array([], type=combined_schema.field(col).type)
+                    for col in combined_schema.names
+                }
+            )
+            empty = empty.append_column(
+                "_relevance_score", pa.array([], type=pa.float32())
+            )
+            if not with_row_ids and "_rowid" in empty.column_names:
+                empty = empty.drop(["_rowid"])
+            return empty
+
         original_distances = None
         original_scores = None
         original_distance_row_ids = None
@@ -2100,19 +2155,17 @@ class LanceHybridQueryBuilder(LanceQueryBuilder):
         """  # noqa: E501
         self._create_query_builders()
 
-        results = ["Vector Search Plan:"]
-        results.append(
-            self._table._explain_plan(
-                self._vector_query.to_query_object(), verbose=verbose
-            )
+        reranker_label = str(self._reranker) if self._reranker else "No reranker"
+        vector_plan = self._table._explain_plan(
+            self._vector_query.to_query_object(), verbose=verbose
         )
-        results.append("FTS Search Plan:")
-        results.append(
-            self._table._explain_plan(
-                self._fts_query.to_query_object(), verbose=verbose
-            )
+        fts_plan = self._table._explain_plan(
+            self._fts_query.to_query_object(), verbose=verbose
         )
-        return "\n".join(results)
+        # Indent sub-plans under the reranker
+        indented_vector = "\n".join("  " + line for line in vector_plan.splitlines())
+        indented_fts = "\n".join("  " + line for line in fts_plan.splitlines())
+        return f"{reranker_label}\n  {indented_vector}\n  {indented_fts}"
 
     def analyze_plan(self):
         """Execute the query and display with runtime metrics.
@@ -3146,23 +3199,20 @@ class AsyncHybridQuery(AsyncStandardQuery, AsyncVectorQueryBase):
         ...     plan = await table.query().nearest_to([1.0, 2.0]).nearest_to_text("hello").explain_plan(True)
         ...     print(plan)
         >>> asyncio.run(doctest_example()) # doctest: +ELLIPSIS, +NORMALIZE_WHITESPACE
-        Vector Search Plan:
-        ProjectionExec: expr=[vector@0 as vector, text@3 as text, _distance@2 as _distance]
-          Take: columns="vector, _rowid, _distance, (text)"
-            CoalesceBatchesExec: target_batch_size=1024
-              GlobalLimitExec: skip=0, fetch=10
-                FilterExec: _distance@2 IS NOT NULL
-                  SortExec: TopK(fetch=10), expr=[_distance@2 ASC NULLS LAST, _rowid@1 ASC NULLS LAST], preserve_partitioning=[false]
-                    KNNVectorDistance: metric=l2
-                      LanceRead: uri=..., projection=[vector], ...
-        <BLANKLINE>
-        FTS Search Plan:
-        ProjectionExec: expr=[vector@2 as vector, text@3 as text, _score@1 as _score]
-          Take: columns="_rowid, _score, (vector), (text)"
-            CoalesceBatchesExec: target_batch_size=1024
-              GlobalLimitExec: skip=0, fetch=10
-                MatchQuery: column=text, query=hello
-        <BLANKLINE>
+        RRFReranker(K=60)
+            ProjectionExec: expr=[vector@0 as vector, text@3 as text, _distance@2 as _distance]
+              Take: columns="vector, _rowid, _distance, (text)"
+                CoalesceBatchesExec: target_batch_size=1024
+                  GlobalLimitExec: skip=0, fetch=10
+                    FilterExec: _distance@2 IS NOT NULL
+                      SortExec: TopK(fetch=10), expr=[_distance@2 ASC NULLS LAST, _rowid@1 ASC NULLS LAST], preserve_partitioning=[false]
+                        KNNVectorDistance: metric=l2
+                          LanceRead: uri=..., projection=[vector], ...
+            ProjectionExec: expr=[vector@2 as vector, text@3 as text, _score@1 as _score]
+              Take: columns="_rowid, _score, (vector), (text)"
+                CoalesceBatchesExec: target_batch_size=1024
+                  GlobalLimitExec: skip=0, fetch=10
+                    MatchQuery: column=text, query=hello
 
         Parameters
         ----------
@@ -3174,12 +3224,12 @@ class AsyncHybridQuery(AsyncStandardQuery, AsyncVectorQueryBase):
         plan : str
         """  # noqa: E501
 
-        results = ["Vector Search Plan:"]
-        results.append(await self._inner.to_vector_query().explain_plan(verbose))
-        results.append("FTS Search Plan:")
-        results.append(await self._inner.to_fts_query().explain_plan(verbose))
-
-        return "\n".join(results)
+        vector_plan = await self._inner.to_vector_query().explain_plan(verbose)
+        fts_plan = await self._inner.to_fts_query().explain_plan(verbose)
+        # Indent sub-plans under the reranker
+        indented_vector = "\n".join("  " + line for line in vector_plan.splitlines())
+        indented_fts = "\n".join("  " + line for line in fts_plan.splitlines())
+        return f"{self._reranker}\n  {indented_vector}\n  {indented_fts}"
 
     async def analyze_plan(self):
         """

python/python/lancedb/remote/db.py

@@ -384,6 +384,7 @@ class RemoteDBConnection(DBConnection):
         on_bad_vectors: str = "error",
         fill_value: float = 0.0,
         mode: Optional[str] = None,
+        exist_ok: bool = False,
         embedding_functions: Optional[List[EmbeddingFunctionConfig]] = None,
         *,
         namespace: Optional[List[str]] = None,
@@ -412,6 +413,12 @@ class RemoteDBConnection(DBConnection):
             - pyarrow.Schema
 
             - [LanceModel][lancedb.pydantic.LanceModel]
+        mode: str, default "create"
+            The mode to use when creating the table.
+            Can be either "create", "overwrite", or "exist_ok".
+        exist_ok: bool, default False
+            If exist_ok is True, and mode is None or "create", mode will be changed
+            to "exist_ok".
         on_bad_vectors: str, default "error"
             What to do if any of the vectors are not the same size or contains NaNs.
             One of "error", "drop", "fill".
@@ -483,6 +490,11 @@ class RemoteDBConnection(DBConnection):
         LanceTable(table4)
 
         """
+        if exist_ok:
+            if mode == "create":
+                mode = "exist_ok"
+            elif not mode:
+                mode = "exist_ok"
         if namespace is None:
             namespace = []
         validate_table_name(name)

python/python/lancedb/remote/table.py

@@ -18,7 +18,17 @@ from lancedb._lancedb import (
     UpdateResult,
 )
 from lancedb.embeddings.base import EmbeddingFunctionConfig
-from lancedb.index import FTS, BTree, Bitmap, HnswSq, IvfFlat, IvfPq, IvfSq, LabelList
+from lancedb.index import (
+    FTS,
+    BTree,
+    Bitmap,
+    HnswSq,
+    IvfFlat,
+    IvfPq,
+    IvfRq,
+    IvfSq,
+    LabelList,
+)
 from lancedb.remote.db import LOOP
 import pyarrow as pa
 
@@ -208,8 +218,6 @@ class RemoteTable(Table):
         train: bool = True,
     ):
         """Create an index on the table.
-        Currently, the only parameters that matter are
-        the metric and the vector column name.
 
         Parameters
         ----------
@@ -240,11 +248,6 @@ class RemoteTable(Table):
         >>> table.create_index("l2", "vector") # doctest: +SKIP
         """
 
-        if num_sub_vectors is not None:
-            logging.warning(
-                "num_sub_vectors is not supported on LanceDB cloud."
-                "This parameter will be tuned automatically."
-            )
         if accelerator is not None:
             logging.warning(
                 "GPU accelerator is not yet supported on LanceDB cloud."
@@ -265,6 +268,12 @@ class RemoteTable(Table):
                 num_sub_vectors=num_sub_vectors,
                 num_bits=num_bits,
             )
+        elif index_type == "IVF_RQ":
+            config = IvfRq(
+                distance_type=metric,
+                num_partitions=num_partitions,
+                num_bits=num_bits,
+            )
         elif index_type == "IVF_SQ":
             config = IvfSq(distance_type=metric, num_partitions=num_partitions)
         elif index_type == "IVF_HNSW_PQ":
@@ -279,7 +288,8 @@ class RemoteTable(Table):
         else:
             raise ValueError(
                 f"Unknown vector index type: {index_type}. Valid options are"
-                " 'IVF_FLAT', 'IVF_SQ', 'IVF_PQ', 'IVF_HNSW_PQ', 'IVF_HNSW_SQ'"
+                " 'IVF_FLAT', 'IVF_PQ', 'IVF_RQ', 'IVF_SQ',"
+                " 'IVF_HNSW_PQ', 'IVF_HNSW_SQ'"
             )
 
         LOOP.run(
@@ -630,6 +640,45 @@ class RemoteTable(Table):
     def drop_index(self, index_name: str):
         return LOOP.run(self._table.drop_index(index_name))
 
+    def prewarm_index(self, name: str) -> None:
+        """Prewarm an index in the table.
+
+        This is a hint to the database that the index will be accessed in the
+        future and should be loaded into memory if possible.  This can reduce
+        cold-start latency for subsequent queries.
+
+        This call initiates prewarming and returns once the request is accepted.
+        It is idempotent and safe to call from multiple clients concurrently.
+
+        Parameters
+        ----------
+        name: str
+            The name of the index to prewarm
+        """
+        return LOOP.run(self._table.prewarm_index(name))
+
+    def prewarm_data(self, columns: Optional[List[str]] = None) -> None:
+        """Prewarm data for the table.
+
+        This is a hint to the database that the given columns will be accessed
+        in the future and the database should prefetch the data if possible.
+        Currently only supported on remote tables.
+
+        This call initiates prewarming and returns once the request is accepted.
+        It is idempotent and safe to call from multiple clients concurrently.
+
+        This operation has a large upfront cost but can speed up future queries
+        that need to fetch the given columns.  Large columns such as embeddings
+        or binary data may not be practical to prewarm.  This feature is intended
+        for workloads that issue many queries against the same columns.
+
+        Parameters
+        ----------
+        columns: list of str, optional
+            The columns to prewarm. If None, all columns are prewarmed.
+        """
+        return LOOP.run(self._table.prewarm_data(columns))
+
     def wait_for_index(
         self, index_names: Iterable[str], timeout: timedelta = timedelta(seconds=300)
     ):
@@ -638,6 +687,14 @@ class RemoteTable(Table):
     def stats(self):
         return LOOP.run(self._table.stats())
 
+    @property
+    def uri(self) -> str:
+        """The table URI (storage location).
+
+        For remote tables, this fetches the location from the server via describe.
+        """
+        return LOOP.run(self._table.uri())
+
     def take_offsets(self, offsets: list[int]) -> LanceTakeQueryBuilder:
         return LanceTakeQueryBuilder(self._table.take_offsets(offsets))
 

python/python/lancedb/rerankers/answerdotai.py

@@ -42,10 +42,18 @@ class AnswerdotaiRerankers(Reranker):
         rerankers = attempt_import_or_raise(
             "rerankers"
         )  # import here for faster ops later
+        self.model_name = model_name
+        self.model_type = model_type
         self.reranker = rerankers.Reranker(
             model_name=model_name, model_type=model_type, **kwargs
         )
 
+    def __str__(self):
+        return (
+            f"AnswerdotaiRerankers(model_type={self.model_type}, "
+            f"model_name={self.model_name})"
+        )
+
     def _rerank(self, result_set: pa.Table, query: str):
         result_set = self._handle_empty_results(result_set)
         if len(result_set) == 0:

python/python/lancedb/rerankers/base.py

@@ -40,6 +40,9 @@ class Reranker(ABC):
         if ARROW_VERSION.major <= 13:
             self._concat_tables_args = {"promote": True}
 
+    def __str__(self):
+        return self.__class__.__name__
+
     def rerank_vector(
         self,
         query: str,

python/python/lancedb/rerankers/cohere.py

@@ -44,6 +44,9 @@ class CohereReranker(Reranker):
         self.top_n = top_n
         self.api_key = api_key
 
+    def __str__(self):
+        return f"CohereReranker(model_name={self.model_name})"
+
     @cached_property
     def _client(self):
         cohere = attempt_import_or_raise("cohere")

python/python/lancedb/rerankers/cross_encoder.py

@@ -50,6 +50,9 @@ class CrossEncoderReranker(Reranker):
         if self.device is None:
             self.device = "cuda" if torch.cuda.is_available() else "cpu"
 
+    def __str__(self):
+        return f"CrossEncoderReranker(model_name={self.model_name})"
+
     @cached_property
     def model(self):
         sbert = attempt_import_or_raise("sentence_transformers")

python/python/lancedb/rerankers/jinaai.py

@@ -45,6 +45,9 @@ class JinaReranker(Reranker):
         self.top_n = top_n
         self.api_key = api_key
 
+    def __str__(self):
+        return f"JinaReranker(model_name={self.model_name})"
+
     @cached_property
     def _client(self):
         import requests