diff --git a/Cargo.lock b/Cargo.lock
index 1e63ec95..c057e9a0 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1209,6 +1209,31 @@ dependencies = [
  "generic-array",
 ]
 
+[[package]]
+name = "bon"
+version = "3.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f61138465baf186c63e8d9b6b613b508cd832cba4ce93cf37ce5f096f91ac1a6"
+dependencies = [
+ "bon-macros",
+ "rustversion",
+]
+
+[[package]]
+name = "bon-macros"
+version = "3.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40d1dad34aa19bf02295382f08d9bc40651585bd497266831d40ee6296fb49ca"
+dependencies = [
+ "darling",
+ "ident_case",
+ "prettyplease",
+ "proc-macro2",
+ "quote",
+ "rustversion",
+ "syn 2.0.103",
+]
+
 [[package]]
 name = "brotli"
 version = "3.5.0"
@@ -2490,9 +2515,9 @@ dependencies = [
 
 [[package]]
 name = "downcast-rs"
-version = "1.2.1"
+version = "2.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "75b325c5dbd37f80359721ad39aca5a29fb04c89279657cffdda8736d0c0b9d2"
+checksum = "ea8a8b81cacc08888170eef4d13b775126db426d0b348bee9d18c2c1eaf123cf"
 
 [[package]]
 name = "dunce"
@@ -2816,7 +2841,8 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 [[package]]
 name = "fsst"
 version = "0.31.1"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.31.1-beta.2#dff098a5aa66866197cfcd7ae7ca004aed02928f"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2afa8e97cfde0f44698a13dc5afc0a29840eb0d252a918986b34dc5baa166d9a"
 dependencies = [
  "rand 0.8.5",
 ]
@@ -3765,9 +3791,6 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e0242819d153cba4b4b05a5a8f2a7e9bbf97b6055b2a002b395c96b5ff3c0222"
 dependencies = [
  "cfg-if",
- "js-sys",
- "wasm-bindgen",
- "web-sys",
 ]
 
 [[package]]
@@ -3909,7 +3932,8 @@ dependencies = [
 [[package]]
 name = "lance"
 version = "0.31.1"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.31.1-beta.2#dff098a5aa66866197cfcd7ae7ca004aed02928f"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8258e6fe0283f6a9764ffe520e3e2e7727b00a7f14f03852b167692608242f0e"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -3972,7 +3996,8 @@ dependencies = [
 [[package]]
 name = "lance-arrow"
 version = "0.31.1"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.31.1-beta.2#dff098a5aa66866197cfcd7ae7ca004aed02928f"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "135b0fdadc4ada6f8c382379a97f09f6a6186f05b33bd23743a959151a5cf233"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -3990,7 +4015,8 @@ dependencies = [
 [[package]]
 name = "lance-core"
 version = "0.31.1"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.31.1-beta.2#dff098a5aa66866197cfcd7ae7ca004aed02928f"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "83eb8468fcdfe4b4eacbcb1c151a72ac032d9143f4203a7f3bfbde64214a40b3"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4026,7 +4052,8 @@ dependencies = [
 [[package]]
 name = "lance-datafusion"
 version = "0.31.1"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.31.1-beta.2#dff098a5aa66866197cfcd7ae7ca004aed02928f"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "95a266374d53d37ee4378fbc3e4827931e1119e609bc41b64eb5a5ca93c8e8eb"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4055,7 +4082,8 @@ dependencies = [
 [[package]]
 name = "lance-datagen"
 version = "0.31.1"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.31.1-beta.2#dff098a5aa66866197cfcd7ae7ca004aed02928f"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3890c9f35c318969735387f154c7633ccd5039e6a9879b9372a4005e43182073"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4072,7 +4100,8 @@ dependencies = [
 [[package]]
 name = "lance-encoding"
 version = "0.31.1"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.31.1-beta.2#dff098a5aa66866197cfcd7ae7ca004aed02928f"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b68ab7867165826bf893dcff9e2ce565e6a0299862b7315a1c0ef1470a6c9144"
 dependencies = [
  "arrayref",
  "arrow",
@@ -4112,7 +4141,8 @@ dependencies = [
 [[package]]
 name = "lance-file"
 version = "0.31.1"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.31.1-beta.2#dff098a5aa66866197cfcd7ae7ca004aed02928f"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc5c8e5b19054c74e0bf7fcfa6038bfec0f881209d66e04e41f4a4f2e0272317"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4147,7 +4177,8 @@ dependencies = [
 [[package]]
 name = "lance-index"
 version = "0.31.1"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.31.1-beta.2#dff098a5aa66866197cfcd7ae7ca004aed02928f"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fa06deb03ad01fb42790f525e60b297ff9011a6590f769f698626a8e5ea53350"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4202,7 +4233,8 @@ dependencies = [
 [[package]]
 name = "lance-io"
 version = "0.31.1"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.31.1-beta.2#dff098a5aa66866197cfcd7ae7ca004aed02928f"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4ac1794d9fe428e5a75fdef80e259b5d16af7ee5c95b866f1270c78368f206ed"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4241,7 +4273,8 @@ dependencies = [
 [[package]]
 name = "lance-linalg"
 version = "0.31.1"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.31.1-beta.2#dff098a5aa66866197cfcd7ae7ca004aed02928f"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "42bfda62395e6123de712a7fbd1a5db0c678e53a6f46f1c33d9729814106e7f1"
 dependencies = [
  "arrow-array",
  "arrow-ord",
@@ -4264,7 +4297,8 @@ dependencies = [
 [[package]]
 name = "lance-table"
 version = "0.31.1"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.31.1-beta.2#dff098a5aa66866197cfcd7ae7ca004aed02928f"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6919d1e0f24741a01b3ee65ee57f05e89472b75b6086874936e1f01e456f6f6f"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4303,7 +4337,8 @@ dependencies = [
 [[package]]
 name = "lance-testing"
 version = "0.31.1"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.31.1-beta.2#dff098a5aa66866197cfcd7ae7ca004aed02928f"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e0ed2c0ac602bdcc17836b8c2c74cbb8fff962570f2df40d6c1d4a540053de44"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -4721,11 +4756,10 @@ dependencies = [
 
 [[package]]
 name = "measure_time"
-version = "0.8.3"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dbefd235b0aadd181626f281e1d684e116972988c14c264e42069d5e8a5775cc"
+checksum = "51c55d61e72fc3ab704396c5fa16f4c184db37978ae4e94ca8959693a235fc0e"
 dependencies = [
- "instant",
  "log",
 ]
 
@@ -5259,9 +5293,9 @@ checksum = "b15813163c1d831bf4a13c3610c05c0d03b39feb07f7e09fa234dac9b15aaf39"
 
 [[package]]
 name = "ownedbytes"
-version = "0.7.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c3a059efb063b8f425b948e042e6b9bd85edfe60e913630ed727b23e2dfcc558"
+checksum = "2fbd56f7631767e61784dc43f8580f403f4475bd4aaa4da003e6295e1bab4a7e"
 dependencies = [
  "stable_deref_trait",
 ]
@@ -7055,9 +7089,9 @@ checksum = "56199f7ddabf13fe5074ce809e7d3f42b42ae711800501b5b16ea82ad029c39d"
 
 [[package]]
 name = "sketches-ddsketch"
-version = "0.2.2"
+version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "85636c14b73d81f541e525f585c0a2109e6744e1565b5c1668e31c70c10ed65c"
+checksum = "c1e9a774a6c28142ac54bb25d25562e6bcf957493a184f15ad4eebccb23e410a"
 dependencies = [
  "serde",
 ]
@@ -7387,14 +7421,15 @@ checksum = "7b2093cf4c8eb1e67749a6762251bc9cd836b6fc171623bd0a9d324d37af2417"
 
 [[package]]
 name = "tantivy"
-version = "0.22.0"
+version = "0.24.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f8d0582f186c0a6d55655d24543f15e43607299425c5ad8352c242b914b31856"
+checksum = "ca2374a21157427c5faff2d90930f035b6c22a5d7b0e5b0b7f522e988ef33c06"
 dependencies = [
  "aho-corasick",
  "arc-swap",
  "base64 0.22.1",
  "bitpacking",
+ "bon",
  "byteorder",
  "census",
  "crc32fast",
@@ -7404,20 +7439,20 @@ dependencies = [
  "fnv",
  "fs4",
  "htmlescape",
- "itertools 0.12.1",
+ "hyperloglogplus",
+ "itertools 0.14.0",
  "levenshtein_automata",
  "log",
  "lru",
  "lz4_flex",
  "measure_time",
  "memmap2 0.9.5",
- "num_cpus",
  "once_cell",
  "oneshot",
  "rayon",
  "regex",
  "rust-stemmers",
- "rustc-hash 1.1.0",
+ "rustc-hash 2.1.1",
  "serde",
  "serde_json",
  "sketches-ddsketch",
@@ -7430,7 +7465,7 @@ dependencies = [
  "tantivy-stacker",
  "tantivy-tokenizer-api",
  "tempfile",
- "thiserror 1.0.69",
+ "thiserror 2.0.12",
  "time",
  "uuid",
  "winapi",
@@ -7438,22 +7473,22 @@ dependencies = [
 
 [[package]]
 name = "tantivy-bitpacker"
-version = "0.6.0"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "284899c2325d6832203ac6ff5891b297fc5239c3dc754c5bc1977855b23c10df"
+checksum = "1adc286a39e089ae9938935cd488d7d34f14502544a36607effd2239ff0e2494"
 dependencies = [
  "bitpacking",
 ]
 
 [[package]]
 name = "tantivy-columnar"
-version = "0.3.0"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "12722224ffbe346c7fec3275c699e508fd0d4710e629e933d5736ec524a1f44e"
+checksum = "6300428e0c104c4f7db6f95b466a6f5c1b9aece094ec57cdd365337908dc7344"
 dependencies = [
  "downcast-rs",
  "fastdivide",
- "itertools 0.12.1",
+ "itertools 0.14.0",
  "serde",
  "tantivy-bitpacker",
  "tantivy-common",
@@ -7463,9 +7498,9 @@ dependencies = [
 
 [[package]]
 name = "tantivy-common"
-version = "0.7.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8019e3cabcfd20a1380b491e13ff42f57bb38bf97c3d5fa5c07e50816e0621f4"
+checksum = "e91b6ea6090ce03dc72c27d0619e77185d26cc3b20775966c346c6d4f7e99d7f"
 dependencies = [
  "async-trait",
  "byteorder",
@@ -7487,19 +7522,23 @@ dependencies = [
 
 [[package]]
 name = "tantivy-query-grammar"
-version = "0.22.0"
+version = "0.24.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "847434d4af57b32e309f4ab1b4f1707a6c566656264caa427ff4285c4d9d0b82"
+checksum = "e810cdeeebca57fc3f7bfec5f85fdbea9031b2ac9b990eb5ff49b371d52bbe6a"
 dependencies = [
  "nom",
+ "serde",
+ "serde_json",
 ]
 
 [[package]]
 name = "tantivy-sstable"
-version = "0.3.0"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c69578242e8e9fc989119f522ba5b49a38ac20f576fc778035b96cc94f41f98e"
+checksum = "709f22c08a4c90e1b36711c1c6cad5ae21b20b093e535b69b18783dd2cb99416"
 dependencies = [
+ "futures-util",
+ "itertools 0.14.0",
  "tantivy-bitpacker",
  "tantivy-common",
  "tantivy-fst",
@@ -7508,9 +7547,9 @@ dependencies = [
 
 [[package]]
 name = "tantivy-stacker"
-version = "0.3.0"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c56d6ff5591fc332739b3ce7035b57995a3ce29a93ffd6012660e0949c956ea8"
+checksum = "2bcdebb267671311d1e8891fd9d1301803fdb8ad21ba22e0a30d0cab49ba59c1"
 dependencies = [
  "murmurhash32",
  "rand_distr 0.4.3",
@@ -7519,9 +7558,9 @@ dependencies = [
 
 [[package]]
 name = "tantivy-tokenizer-api"
-version = "0.3.0"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a0dcade25819a89cfe6f17d932c9cedff11989936bf6dd4f336d50392053b04"
+checksum = "dfa942fcee81e213e09715bbce8734ae2180070b97b33839a795ba1de201547d"
 dependencies = [
  "serde",
 ]
diff --git a/Cargo.toml b/Cargo.toml
index 03b9b08f..3343b59f 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -21,14 +21,14 @@ categories = ["database-implementations"]
 rust-version = "1.78.0"
 
 [workspace.dependencies]
-lance = { "version" = "=0.31.1", tag="v0.31.1-beta.2", git="https://github.com/lancedb/lance.git", features = ["dynamodb"] }
-lance-io = { "version" = "=0.31.1", tag="v0.31.1-beta.2", git="https://github.com/lancedb/lance.git" }
-lance-index = { "version" = "=0.31.1", tag="v0.31.1-beta.2", git="https://github.com/lancedb/lance.git" }
-lance-linalg = { "version" = "=0.31.1", tag="v0.31.1-beta.2", git="https://github.com/lancedb/lance.git" }
-lance-table = { "version" = "=0.31.1", tag="v0.31.1-beta.2", git="https://github.com/lancedb/lance.git" }
-lance-testing = { "version" = "=0.31.1", tag="v0.31.1-beta.2", git="https://github.com/lancedb/lance.git" }
-lance-datafusion = { "version" = "=0.31.1", tag="v0.31.1-beta.2", git="https://github.com/lancedb/lance.git" }
-lance-encoding = { "version" = "=0.31.1", tag="v0.31.1-beta.2", git="https://github.com/lancedb/lance.git" }
+lance = { "version" = "=0.31.1", features = ["dynamodb"] }
+lance-io = { "version" = "=0.31.1" }
+lance-index = { "version" = "=0.31.1" }
+lance-linalg = { "version" = "=0.31.1" }
+lance-table = { "version" = "=0.31.1" }
+lance-testing = { "version" = "=0.31.1" }
+lance-datafusion = { "version" = "=0.31.1" }
+lance-encoding = { "version" = "=0.31.1" }
 # Note that this one does not include pyarrow
 arrow = { version = "55.1", optional = false }
 arrow-array = "55.1"
diff --git a/node/package-lock.json b/node/package-lock.json
index b676e6e4..da92b63b 100644
--- a/node/package-lock.json
+++ b/node/package-lock.json
@@ -326,6 +326,66 @@
         "@jridgewell/sourcemap-codec": "^1.4.10"
       }
     },
+    "node_modules/@lancedb/vectordb-darwin-arm64": {
+      "version": "0.21.1-beta.1",
+      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-darwin-arm64/-/vectordb-darwin-arm64-0.21.1-beta.1.tgz",
+      "integrity": "sha512-D9SOLFb/40E2/9bt82xOti3jogRAaR1UkT2LfGZJw/0wBu8d8/xKjWgfm3d26S5K6in6DWsX1njLxevrFqD5HA==",
+      "cpu": [
+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "darwin"
+      ]
+    },
+    "node_modules/@lancedb/vectordb-darwin-x64": {
+      "version": "0.21.1-beta.1",
+      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-darwin-x64/-/vectordb-darwin-x64-0.21.1-beta.1.tgz",
+      "integrity": "sha512-JnZ41aDOJs6LWfI9t/+MnpqsK/Fj9r/hDdZSOjcQquLOcm2eP3NnvEnDvn+1pqWBN6ceqf1avTatPBGnD/yhNA==",
+      "cpu": [
+        "x64"
+      ],
+      "optional": true,
+      "os": [
+        "darwin"
+      ]
+    },
+    "node_modules/@lancedb/vectordb-linux-arm64-gnu": {
+      "version": "0.21.1-beta.1",
+      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-linux-arm64-gnu/-/vectordb-linux-arm64-gnu-0.21.1-beta.1.tgz",
+      "integrity": "sha512-Xnw0wYtnfzVUr4DzppJCSx+HZdAHr6sqMC8SdaYNQ9XEjBZE20n5SO2AdBYjejbmONJ7lpGs3ydnLIZ6N40dAQ==",
+      "cpu": [
+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "linux"
+      ]
+    },
+    "node_modules/@lancedb/vectordb-linux-x64-gnu": {
+      "version": "0.21.1-beta.1",
+      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-linux-x64-gnu/-/vectordb-linux-x64-gnu-0.21.1-beta.1.tgz",
+      "integrity": "sha512-7S7gV13hv9Ho5W1Jat3FYiaMJOjRAwZOol7lKvOhU+sR/tJMEfZIOWAgymoqhAowbMtf+wwLoeKacfybXGET/w==",
+      "cpu": [
+        "x64"
+      ],
+      "optional": true,
+      "os": [
+        "linux"
+      ]
+    },
+    "node_modules/@lancedb/vectordb-win32-x64-msvc": {
+      "version": "0.21.1-beta.1",
+      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-win32-x64-msvc/-/vectordb-win32-x64-msvc-0.21.1-beta.1.tgz",
+      "integrity": "sha512-w6fEQA9IquvJ/GUYfiawRQvvdFD6OU44UW9JWm+FoscUFzdLiV7qmH4QjYEeEXQD7ob83ikFaxXGPTksYXpNOA==",
+      "cpu": [
+        "x64"
+      ],
+      "optional": true,
+      "os": [
+        "win32"
+      ]
+    },
     "node_modules/@neon-rs/cli": {
       "version": "0.0.160",
       "resolved": "https://registry.npmjs.org/@neon-rs/cli/-/cli-0.0.160.tgz",