diff --git a/.github/workflows/codex-update-lance-dependency.yml b/.github/workflows/codex-update-lance-dependency.yml
index bf102e29..cca4ced9 100644
--- a/.github/workflows/codex-update-lance-dependency.yml
+++ b/.github/workflows/codex-update-lance-dependency.yml
@@ -95,8 +95,9 @@ jobs:
           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. 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}). Use the GitHub CLI if helpful.
-          9. After creating the PR, display the PR URL, "git status --short", and a concise summary of the commands run and their results.
+          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.
 
           Constraints:
           - Use bash commands; avoid modifying GitHub workflow files other than through the scripted task above.
diff --git a/Cargo.lock b/Cargo.lock
index 85561526..5853ee5f 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -3044,8 +3044,8 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 
 [[package]]
 name = "fsst"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow-array",
  "rand 0.9.2",
@@ -4229,8 +4229,8 @@ dependencies = [
 
 [[package]]
 name = "lance"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4293,8 +4293,8 @@ dependencies = [
 
 [[package]]
 name = "lance-arrow"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4312,8 +4312,8 @@ dependencies = [
 
 [[package]]
 name = "lance-bitpacking"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrayref",
  "paste",
@@ -4322,8 +4322,8 @@ dependencies = [
 
 [[package]]
 name = "lance-core"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4359,8 +4359,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datafusion"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4389,8 +4389,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datagen"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4407,8 +4407,8 @@ dependencies = [
 
 [[package]]
 name = "lance-encoding"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4445,8 +4445,8 @@ dependencies = [
 
 [[package]]
 name = "lance-file"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4479,8 +4479,8 @@ dependencies = [
 
 [[package]]
 name = "lance-index"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4542,8 +4542,8 @@ dependencies = [
 
 [[package]]
 name = "lance-io"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4583,8 +4583,8 @@ dependencies = [
 
 [[package]]
 name = "lance-linalg"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4607,8 +4607,8 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow",
  "async-trait",
@@ -4620,8 +4620,8 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace-impls"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow",
  "arrow-ipc",
@@ -4653,8 +4653,8 @@ dependencies = [
 
 [[package]]
 name = "lance-table"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4692,8 +4692,8 @@ dependencies = [
 
 [[package]]
 name = "lance-testing"
-version = "0.38.3-beta.6"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.6#affff28b7a9ae6d60b1dbb40103e91f3574c3555"
+version = "0.38.3-beta.7"
+source = "git+https://github.com/lancedb/lance.git?tag=v0.38.3-beta.7#fc6d31a0bfdea9edc49566f336efd8875117031c"
 dependencies = [
  "arrow-array",
  "arrow-schema",
diff --git a/Cargo.toml b/Cargo.toml
index 9288bdf6..0a293bf6 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -15,19 +15,19 @@ categories = ["database-implementations"]
 rust-version = "1.78.0"
 
 [workspace.dependencies]
-lance = { "version" = "=0.38.3-beta.6", default-features = false, "tag" = "v0.38.3-beta.6", "git" = "https://github.com/lancedb/lance.git" }
-lance-core = { "version" = "=0.38.3-beta.6", "tag" = "v0.38.3-beta.6", "git" = "https://github.com/lancedb/lance.git" }
-lance-datagen = { "version" = "=0.38.3-beta.6", "tag" = "v0.38.3-beta.6", "git" = "https://github.com/lancedb/lance.git" }
-lance-file = { "version" = "=0.38.3-beta.6", "tag" = "v0.38.3-beta.6", "git" = "https://github.com/lancedb/lance.git" }
-lance-io = { "version" = "=0.38.3-beta.6", default-features = false, "tag" = "v0.38.3-beta.6", "git" = "https://github.com/lancedb/lance.git" }
-lance-index = { "version" = "=0.38.3-beta.6", "tag" = "v0.38.3-beta.6", "git" = "https://github.com/lancedb/lance.git" }
-lance-linalg = { "version" = "=0.38.3-beta.6", "tag" = "v0.38.3-beta.6", "git" = "https://github.com/lancedb/lance.git" }
-lance-namespace = { "version" = "=0.38.3-beta.6", "tag" = "v0.38.3-beta.6", "git" = "https://github.com/lancedb/lance.git" }
-lance-namespace-impls = { "version" = "=0.38.3-beta.6", "tag" = "v0.38.3-beta.6", "git" = "https://github.com/lancedb/lance.git" }
-lance-table = { "version" = "=0.38.3-beta.6", "tag" = "v0.38.3-beta.6", "git" = "https://github.com/lancedb/lance.git" }
-lance-testing = { "version" = "=0.38.3-beta.6", "tag" = "v0.38.3-beta.6", "git" = "https://github.com/lancedb/lance.git" }
-lance-datafusion = { "version" = "=0.38.3-beta.6", "tag" = "v0.38.3-beta.6", "git" = "https://github.com/lancedb/lance.git" }
-lance-encoding = { "version" = "=0.38.3-beta.6", "tag" = "v0.38.3-beta.6", "git" = "https://github.com/lancedb/lance.git" }
+lance = { "version" = "=0.38.3-beta.7", default-features = false, "tag" = "v0.38.3-beta.7", "git" = "https://github.com/lancedb/lance.git" }
+lance-core = { "version" = "=0.38.3-beta.7", "tag" = "v0.38.3-beta.7", "git" = "https://github.com/lancedb/lance.git" }
+lance-datagen = { "version" = "=0.38.3-beta.7", "tag" = "v0.38.3-beta.7", "git" = "https://github.com/lancedb/lance.git" }
+lance-file = { "version" = "=0.38.3-beta.7", "tag" = "v0.38.3-beta.7", "git" = "https://github.com/lancedb/lance.git" }
+lance-io = { "version" = "=0.38.3-beta.7", default-features = false, "tag" = "v0.38.3-beta.7", "git" = "https://github.com/lancedb/lance.git" }
+lance-index = { "version" = "=0.38.3-beta.7", "tag" = "v0.38.3-beta.7", "git" = "https://github.com/lancedb/lance.git" }
+lance-linalg = { "version" = "=0.38.3-beta.7", "tag" = "v0.38.3-beta.7", "git" = "https://github.com/lancedb/lance.git" }
+lance-namespace = { "version" = "=0.38.3-beta.7", "tag" = "v0.38.3-beta.7", "git" = "https://github.com/lancedb/lance.git" }
+lance-namespace-impls = { "version" = "=0.38.3-beta.7", "tag" = "v0.38.3-beta.7", "git" = "https://github.com/lancedb/lance.git" }
+lance-table = { "version" = "=0.38.3-beta.7", "tag" = "v0.38.3-beta.7", "git" = "https://github.com/lancedb/lance.git" }
+lance-testing = { "version" = "=0.38.3-beta.7", "tag" = "v0.38.3-beta.7", "git" = "https://github.com/lancedb/lance.git" }
+lance-datafusion = { "version" = "=0.38.3-beta.7", "tag" = "v0.38.3-beta.7", "git" = "https://github.com/lancedb/lance.git" }
+lance-encoding = { "version" = "=0.38.3-beta.7", "tag" = "v0.38.3-beta.7", "git" = "https://github.com/lancedb/lance.git" }
 ahash = "0.8"
 # Note that this one does not include pyarrow
 arrow = { version = "56.2", optional = false }