diff --git a/Cargo.lock b/Cargo.lock
index 921ca6fe6..14056687f 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1389,9 +1389,9 @@ checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
 
 [[package]]
 name = "bytes"
-version = "1.10.1"
+version = "1.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d71b6127be86fdcfddb610f7182ac57211d4b18a3e9c82eb2d17662f2227ad6a"
+checksum = "1e748733b7cbc798e1434b6ac524f0c1ff2ab456fe201501e6497c8417a4fc33"
 
 [[package]]
 name = "bytes-utils"
@@ -1783,6 +1783,16 @@ dependencies = [
  "crossbeam-utils",
 ]
 
+[[package]]
+name = "crossbeam-skiplist"
+version = "0.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "df29de440c58ca2cc6e587ec3d22347551a32435fbde9d2bff64e78a9ffa151b"
+dependencies = [
+ "crossbeam-epoch",
+ "crossbeam-utils",
+]
+
 [[package]]
 name = "crossbeam-utils"
 version = "0.8.21"
@@ -3072,8 +3082,8 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 
 [[package]]
 name = "fsst"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow-array",
  "rand 0.9.2",
@@ -4404,8 +4414,8 @@ dependencies = [
 
 [[package]]
 name = "lance"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4424,6 +4434,7 @@ dependencies = [
  "byteorder",
  "bytes",
  "chrono",
+ "crossbeam-skiplist",
  "dashmap",
  "datafusion",
  "datafusion-expr",
@@ -4463,6 +4474,7 @@ dependencies = [
  "tantivy",
  "tokio",
  "tokio-stream",
+ "tokio-util",
  "tracing",
  "url",
  "uuid",
@@ -4470,8 +4482,8 @@ dependencies = [
 
 [[package]]
 name = "lance-arrow"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4490,8 +4502,8 @@ dependencies = [
 
 [[package]]
 name = "lance-bitpacking"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrayref",
  "paste",
@@ -4500,8 +4512,8 @@ dependencies = [
 
 [[package]]
 name = "lance-core"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4538,8 +4550,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datafusion"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4569,8 +4581,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datagen"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4588,8 +4600,8 @@ dependencies = [
 
 [[package]]
 name = "lance-encoding"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4626,8 +4638,8 @@ dependencies = [
 
 [[package]]
 name = "lance-file"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4659,8 +4671,8 @@ dependencies = [
 
 [[package]]
 name = "lance-geo"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "datafusion",
  "geo-traits",
@@ -4674,8 +4686,8 @@ dependencies = [
 
 [[package]]
 name = "lance-index"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4742,8 +4754,8 @@ dependencies = [
 
 [[package]]
 name = "lance-io"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4783,8 +4795,8 @@ dependencies = [
 
 [[package]]
 name = "lance-linalg"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4800,8 +4812,8 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow",
  "async-trait",
@@ -4813,8 +4825,8 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace-impls"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow",
  "arrow-ipc",
@@ -4857,8 +4869,8 @@ dependencies = [
 
 [[package]]
 name = "lance-table"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4897,8 +4909,8 @@ dependencies = [
 
 [[package]]
 name = "lance-testing"
-version = "2.0.0-rc.4"
-source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-rc.4#584c470f69334600cae384f1ac30bf13f8a6959a"
+version = "3.0.0-beta.1"
+source = "git+https://github.com/lance-format/lance.git?tag=v3.0.0-beta.1#62e2ebbb83c680f64f455ac5252c95e80599eb59"
 dependencies = [
  "arrow-array",
  "arrow-schema",
diff --git a/Cargo.toml b/Cargo.toml
index 645b822e4..22c3f7137 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -15,20 +15,20 @@ categories = ["database-implementations"]
 rust-version = "1.88.0"
 
 [workspace.dependencies]
-lance = { "version" = "=2.0.0-rc.4", default-features = false, "tag" = "v2.0.0-rc.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-core = { "version" = "=2.0.0-rc.4", "tag" = "v2.0.0-rc.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-datagen = { "version" = "=2.0.0-rc.4", "tag" = "v2.0.0-rc.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-file = { "version" = "=2.0.0-rc.4", "tag" = "v2.0.0-rc.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-io = { "version" = "=2.0.0-rc.4", default-features = false, "tag" = "v2.0.0-rc.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-index = { "version" = "=2.0.0-rc.4", "tag" = "v2.0.0-rc.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-linalg = { "version" = "=2.0.0-rc.4", "tag" = "v2.0.0-rc.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-namespace = { "version" = "=2.0.0-rc.4", "tag" = "v2.0.0-rc.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-namespace-impls = { "version" = "=2.0.0-rc.4", default-features = false, "tag" = "v2.0.0-rc.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-table = { "version" = "=2.0.0-rc.4", "tag" = "v2.0.0-rc.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-testing = { "version" = "=2.0.0-rc.4", "tag" = "v2.0.0-rc.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-datafusion = { "version" = "=2.0.0-rc.4", "tag" = "v2.0.0-rc.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-encoding = { "version" = "=2.0.0-rc.4", "tag" = "v2.0.0-rc.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-arrow = { "version" = "=2.0.0-rc.4", "tag" = "v2.0.0-rc.4", "git" = "https://github.com/lance-format/lance.git" }
+lance = { "version" = "=3.0.0-beta.1", default-features = false, "tag" = "v3.0.0-beta.1", "git" = "https://github.com/lance-format/lance.git" }
+lance-core = { "version" = "=3.0.0-beta.1", "tag" = "v3.0.0-beta.1", "git" = "https://github.com/lance-format/lance.git" }
+lance-datagen = { "version" = "=3.0.0-beta.1", "tag" = "v3.0.0-beta.1", "git" = "https://github.com/lance-format/lance.git" }
+lance-file = { "version" = "=3.0.0-beta.1", "tag" = "v3.0.0-beta.1", "git" = "https://github.com/lance-format/lance.git" }
+lance-io = { "version" = "=3.0.0-beta.1", default-features = false, "tag" = "v3.0.0-beta.1", "git" = "https://github.com/lance-format/lance.git" }
+lance-index = { "version" = "=3.0.0-beta.1", "tag" = "v3.0.0-beta.1", "git" = "https://github.com/lance-format/lance.git" }
+lance-linalg = { "version" = "=3.0.0-beta.1", "tag" = "v3.0.0-beta.1", "git" = "https://github.com/lance-format/lance.git" }
+lance-namespace = { "version" = "=3.0.0-beta.1", "tag" = "v3.0.0-beta.1", "git" = "https://github.com/lance-format/lance.git" }
+lance-namespace-impls = { "version" = "=3.0.0-beta.1", default-features = false, "tag" = "v3.0.0-beta.1", "git" = "https://github.com/lance-format/lance.git" }
+lance-table = { "version" = "=3.0.0-beta.1", "tag" = "v3.0.0-beta.1", "git" = "https://github.com/lance-format/lance.git" }
+lance-testing = { "version" = "=3.0.0-beta.1", "tag" = "v3.0.0-beta.1", "git" = "https://github.com/lance-format/lance.git" }
+lance-datafusion = { "version" = "=3.0.0-beta.1", "tag" = "v3.0.0-beta.1", "git" = "https://github.com/lance-format/lance.git" }
+lance-encoding = { "version" = "=3.0.0-beta.1", "tag" = "v3.0.0-beta.1", "git" = "https://github.com/lance-format/lance.git" }
+lance-arrow = { "version" = "=3.0.0-beta.1", "tag" = "v3.0.0-beta.1", "git" = "https://github.com/lance-format/lance.git" }
 ahash = "0.8"
 # Note that this one does not include pyarrow
 arrow = { version = "57.2", optional = false }
diff --git a/rust/lancedb/Cargo.toml b/rust/lancedb/Cargo.toml
index 178d216f7..8189b3661 100644
--- a/rust/lancedb/Cargo.toml
+++ b/rust/lancedb/Cargo.toml
@@ -51,7 +51,7 @@ pin-project = { workspace = true }
 tokio = { version = "1.23", features = ["rt-multi-thread"] }
 log.workspace = true
 async-trait = "0"
-bytes = "1"
+bytes = "1.11.1"
 futures.workspace = true
 num-traits.workspace = true
 url.workspace = true