diff --git a/Cargo.lock b/Cargo.lock
index 37bc9431f..30c22ca3f 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -3765,8 +3765,8 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 
 [[package]]
 name = "fsst"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow-array",
  "rand 0.9.5",
@@ -5243,8 +5243,8 @@ checksum = "e037a2e1d8d5fdbd49b16a4ea09d5d6401c1f29eca5ff29d03d3824dba16256a"
 
 [[package]]
 name = "lance"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arc-swap",
  "arrow",
@@ -5285,6 +5285,7 @@ dependencies = [
  "lance-datafusion",
  "lance-encoding",
  "lance-file",
+ "lance-geo",
  "lance-index",
  "lance-io",
  "lance-linalg",
@@ -5318,8 +5319,8 @@ dependencies = [
 
 [[package]]
 name = "lance-arrow"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -5341,7 +5342,7 @@ dependencies = [
 [[package]]
 name = "lance-arrow-scalar"
 version = "59.0.0"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -5355,7 +5356,7 @@ dependencies = [
 [[package]]
 name = "lance-arrow-stats"
 version = "59.0.0"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -5364,8 +5365,8 @@ dependencies = [
 
 [[package]]
 name = "lance-bitpacking"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrayref",
  "crunchy",
@@ -5375,8 +5376,8 @@ dependencies = [
 
 [[package]]
 name = "lance-core"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -5414,8 +5415,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datafusion"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -5446,8 +5447,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datafusion-exec"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -5472,8 +5473,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datagen"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -5490,8 +5491,8 @@ dependencies = [
 
 [[package]]
 name = "lance-derive"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -5500,8 +5501,8 @@ dependencies = [
 
 [[package]]
 name = "lance-encoding"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -5534,8 +5535,8 @@ dependencies = [
 
 [[package]]
 name = "lance-file"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -5566,21 +5567,40 @@ dependencies = [
 
 [[package]]
 name = "lance-geo"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
+ "arrow-array",
+ "arrow-schema",
+ "arrow-select",
+ "async-trait",
+ "datafusion-common",
+ "datafusion-execution",
+ "datafusion-expr",
+ "datafusion-physical-expr",
+ "datafusion-physical-plan",
+ "futures",
  "geo-traits",
  "geo-types",
  "geoarrow-array",
  "geoarrow-schema",
+ "lance-arrow",
  "lance-core",
+ "lance-datafusion-exec",
+ "lance-index",
+ "lance-index-core",
+ "lance-io",
+ "lance-select",
+ "prost-types",
+ "roaring",
  "serde",
+ "serde_json",
 ]
 
 [[package]]
 name = "lance-index"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arc-swap",
  "arrow",
@@ -5607,9 +5627,6 @@ dependencies = [
  "dirs",
  "fst",
  "futures",
- "geo-types",
- "geoarrow-array",
- "geoarrow-schema",
  "half",
  "hashbrown 0.16.1",
  "hex",
@@ -5622,7 +5639,6 @@ dependencies = [
  "lance-datafusion-exec",
  "lance-encoding",
  "lance-file",
- "lance-geo",
  "lance-index-core",
  "lance-io",
  "lance-jsonb",
@@ -5655,8 +5671,8 @@ dependencies = [
 
 [[package]]
 name = "lance-index-core"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -5679,8 +5695,8 @@ dependencies = [
 
 [[package]]
 name = "lance-io"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -5725,8 +5741,8 @@ dependencies = [
 
 [[package]]
 name = "lance-jsonb"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "byteorder",
  "ethnum",
@@ -5743,8 +5759,8 @@ dependencies = [
 
 [[package]]
 name = "lance-linalg"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "argminmax 0.7.1",
  "arrow-array",
@@ -5759,8 +5775,8 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow",
  "async-trait",
@@ -5774,8 +5790,8 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace-impls"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arc-swap",
  "arrow",
@@ -5829,8 +5845,8 @@ dependencies = [
 
 [[package]]
 name = "lance-select"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -5844,8 +5860,8 @@ dependencies = [
 
 [[package]]
 name = "lance-table"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -5886,8 +5902,8 @@ dependencies = [
 
 [[package]]
 name = "lance-testing"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -5900,8 +5916,8 @@ dependencies = [
 
 [[package]]
 name = "lance-tokenizer"
-version = "15.0.0-beta.11"
-source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.11#01052c56a308ed915a046ed42b0d39ce8c09c2d8"
+version = "15.0.0-beta.12"
+source = "git+https://github.com/lance-format/lance.git?tag=v15.0.0-beta.12#635d412cde01e5d4203a91be47ddbfd0f2a6e068"
 dependencies = [
  "frostem",
  "icu_segmenter",
diff --git a/Cargo.toml b/Cargo.toml
index 3dfcf3ef3..532c2c2ad 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -19,21 +19,21 @@ categories = ["database-implementations"]
 rust-version = "1.95.0"
 
 [workspace.dependencies]
-lance = { "version" = "=15.0.0-beta.11", default-features = false, "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
-lance-core = { "version" = "=15.0.0-beta.11", "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
-lance-datagen = { "version" = "=15.0.0-beta.11", "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
-lance-file = { "version" = "=15.0.0-beta.11", "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
-lance-io = { "version" = "=15.0.0-beta.11", default-features = false, "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
-lance-index = { "version" = "=15.0.0-beta.11", "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
-lance-jsonb = { "version" = "=15.0.0-beta.11", "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
-lance-linalg = { "version" = "=15.0.0-beta.11", "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
-lance-namespace = { "version" = "=15.0.0-beta.11", "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
-lance-namespace-impls = { "version" = "=15.0.0-beta.11", default-features = false, "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
-lance-table = { "version" = "=15.0.0-beta.11", "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
-lance-testing = { "version" = "=15.0.0-beta.11", "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
-lance-datafusion = { "version" = "=15.0.0-beta.11", "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
-lance-encoding = { "version" = "=15.0.0-beta.11", "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
-lance-arrow = { "version" = "=15.0.0-beta.11", "tag" = "v15.0.0-beta.11", "git" = "https://github.com/lance-format/lance.git" }
+lance = { "version" = "=15.0.0-beta.12", default-features = false, "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
+lance-core = { "version" = "=15.0.0-beta.12", "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
+lance-datagen = { "version" = "=15.0.0-beta.12", "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
+lance-file = { "version" = "=15.0.0-beta.12", "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
+lance-io = { "version" = "=15.0.0-beta.12", default-features = false, "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
+lance-index = { "version" = "=15.0.0-beta.12", "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
+lance-jsonb = { "version" = "=15.0.0-beta.12", "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
+lance-linalg = { "version" = "=15.0.0-beta.12", "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
+lance-namespace = { "version" = "=15.0.0-beta.12", "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
+lance-namespace-impls = { "version" = "=15.0.0-beta.12", default-features = false, "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
+lance-table = { "version" = "=15.0.0-beta.12", "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
+lance-testing = { "version" = "=15.0.0-beta.12", "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
+lance-datafusion = { "version" = "=15.0.0-beta.12", "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
+lance-encoding = { "version" = "=15.0.0-beta.12", "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
+lance-arrow = { "version" = "=15.0.0-beta.12", "tag" = "v15.0.0-beta.12", "git" = "https://github.com/lance-format/lance.git" }
 lancedb = { path = "rust/lancedb", default-features = false }
 ahash = "0.8"
 anyhow = "1"