diff --git a/Cargo.lock b/Cargo.lock
index 79884d6..91fa56e 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -17,6 +17,17 @@ version = "2.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
 
+[[package]]
+name = "aes"
+version = "0.8.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b169f7a6d4742236a0a00c541b845991d0ac43e546831af1249753ab4c3aa3a0"
+dependencies = [
+ "cfg-if",
+ "cipher",
+ "cpufeatures",
+]
+
 [[package]]
 name = "ahash"
 version = "0.8.12"
@@ -153,9 +164,9 @@ checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "arrow"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f3f15b4c6b148206ff3a2b35002e08929c2462467b62b9c02036d9c34f9ef994"
+checksum = "6e833808ff2d94ed40d9379848a950d995043c7fb3e81a30b383f4c6033821cc"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -174,9 +185,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-arith"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30feb679425110209ae35c3fbf82404a39a4c0436bb3ec36164d8bffed2a4ce4"
+checksum = "ad08897b81588f60ba983e3ca39bda2b179bdd84dced378e7df81a5313802ef8"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -188,9 +199,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-array"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70732f04d285d49054a48b72c54f791bb3424abae92d27aafdf776c98af161c8"
+checksum = "8548ca7c070d8db9ce7aa43f37393e4bfcf3f2d3681df278490772fd1673d08d"
 dependencies = [
  "ahash",
  "arrow-buffer",
@@ -199,15 +210,15 @@ dependencies = [
  "chrono",
  "chrono-tz",
  "half",
- "hashbrown 0.15.5",
+ "hashbrown 0.16.1",
  "num",
 ]
 
 [[package]]
 name = "arrow-buffer"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "169b1d5d6cb390dd92ce582b06b23815c7953e9dfaaea75556e89d890d19993d"
+checksum = "e003216336f70446457e280807a73899dd822feaf02087d31febca1363e2fccc"
 dependencies = [
  "bytes",
  "half",
@@ -216,9 +227,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-cast"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e4f12eccc3e1c05a766cafb31f6a60a46c2f8efec9b74c6e0648766d30686af8"
+checksum = "919418a0681298d3a77d1a315f625916cb5678ad0d74b9c60108eb15fd083023"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -237,9 +248,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-csv"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "012c9fef3f4a11573b2c74aec53712ff9fdae4a95f4ce452d1bbf088ee00f06b"
+checksum = "bfa9bf02705b5cf762b6f764c65f04ae9082c7cfc4e96e0c33548ee3f67012eb"
 dependencies = [
  "arrow-array",
  "arrow-cast",
@@ -252,9 +263,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-data"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8de1ce212d803199684b658fc4ba55fb2d7e87b213de5af415308d2fee3619c2"
+checksum = "a5c64fff1d142f833d78897a772f2e5b55b36cb3e6320376f0961ab0db7bd6d0"
 dependencies = [
  "arrow-buffer",
  "arrow-schema",
@@ -264,14 +275,15 @@ dependencies = [
 
 [[package]]
 name = "arrow-ipc"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d9ea5967e8b2af39aff5d9de2197df16e305f47f404781d3230b2dc672da5d92"
+checksum = "1d3594dcddccc7f20fd069bc8e9828ce37220372680ff638c5e00dea427d88f5"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
  "arrow-data",
  "arrow-schema",
+ "arrow-select",
  "flatbuffers",
  "lz4_flex",
  "zstd",
@@ -279,9 +291,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-json"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5709d974c4ea5be96d900c01576c7c0b99705f4a3eec343648cb1ca863988a9c"
+checksum = "88cf36502b64a127dc659e3b305f1d993a544eab0d48cce704424e62074dc04b"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -301,9 +313,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ord"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6506e3a059e3be23023f587f79c82ef0bcf6d293587e3272d20f2d30b969b5a7"
+checksum = "3c8f82583eb4f8d84d4ee55fd1cb306720cddead7596edce95b50ee418edf66f"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -314,9 +326,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-row"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52bf7393166beaf79b4bed9bfdf19e97472af32ce5b6b48169d321518a08cae2"
+checksum = "9d07ba24522229d9085031df6b94605e0f4b26e099fb7cdeec37abd941a73753"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -327,9 +339,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-schema"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af7686986a3bf2254c9fb130c623cdcb2f8e1f15763e7c71c310f0834da3d292"
+checksum = "b3aa9e59c611ebc291c28582077ef25c97f1975383f1479b12f3b9ffee2ffabe"
 dependencies = [
  "bitflags",
  "serde",
@@ -338,9 +350,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-select"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd2b45757d6a2373faa3352d02ff5b54b098f5e21dccebc45a21806bc34501e5"
+checksum = "8c41dbbd1e97bfcaee4fcb30e29105fb2c75e4d82ae4de70b792a5d3f66b2e7a"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -352,9 +364,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-string"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0377d532850babb4d927a06294314b316e23311503ed580ec6ce6a0158f49d40"
+checksum = "53f5183c150fbc619eede22b861ea7c0eebed8eaac0333eaa7f6da5205fd504d"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -379,22 +391,35 @@ dependencies = [
  "pin-project-lite",
 ]
 
+[[package]]
+name = "async-compression"
+version = "0.4.33"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "93c1f86859c1af3d514fa19e8323147ff10ea98684e6c7b307912509f50e67b2"
+dependencies = [
+ "compression-codecs",
+ "compression-core",
+ "futures-core",
+ "pin-project-lite",
+ "tokio",
+]
+
 [[package]]
 name = "async-lock"
 version = "3.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5fd03604047cee9b6ce9de9f70c6cd540a0520c813cbd49bae61f33ab80ed1dc"
 dependencies = [
- "event-listener 5.4.1",
+ "event-listener",
  "event-listener-strategy",
  "pin-project-lite",
 ]
 
 [[package]]
 name = "async-openai"
-version = "0.31.0-alpha.10"
+version = "0.31.0-beta.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d5991e7bb5787d32e296f116568aac6eca12c1398b903d7aa15a523f8ee16f1"
+checksum = "982594d270225b729dc02c780a9ecac605639d06910471492b94b6464ccfd49b"
 dependencies = [
  "async-openai-macros",
  "backoff",
@@ -429,15 +454,6 @@ dependencies = [
  "syn 2.0.106",
 ]
 
-[[package]]
-name = "async-priority-channel"
-version = "0.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "acde96f444d31031f760c5c43dc786b97d3e1cb2ee49dd06898383fe9a999758"
-dependencies = [
- "event-listener 4.0.3",
-]
-
 [[package]]
 name = "async-recursion"
 version = "1.1.1"
@@ -579,28 +595,6 @@ dependencies = [
  "uuid",
 ]
 
-[[package]]
-name = "aws-sdk-dynamodb"
-version = "1.92.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0c1d9a7084cc5b14acae411d19f33a693fdb06ac55044705deb88844c8b58aa9"
-dependencies = [
- "aws-credential-types",
- "aws-runtime",
- "aws-smithy-async",
- "aws-smithy-http",
- "aws-smithy-json",
- "aws-smithy-runtime",
- "aws-smithy-runtime-api",
- "aws-smithy-types",
- "aws-types",
- "bytes",
- "fastrand",
- "http 0.2.12",
- "regex-lite",
- "tracing",
-]
-
 [[package]]
 name = "aws-sdk-sso"
 version = "1.83.0"
@@ -730,23 +724,17 @@ dependencies = [
  "aws-smithy-async",
  "aws-smithy-runtime-api",
  "aws-smithy-types",
- "h2 0.3.27",
- "h2 0.4.12",
- "http 0.2.12",
+ "h2",
  "http 1.3.1",
- "http-body 0.4.6",
- "hyper 0.14.32",
- "hyper 1.7.0",
- "hyper-rustls 0.24.2",
- "hyper-rustls 0.27.7",
+ "hyper",
+ "hyper-rustls",
  "hyper-util",
  "pin-project-lite",
- "rustls 0.21.12",
- "rustls 0.23.31",
- "rustls-native-certs 0.8.1",
+ "rustls",
+ "rustls-native-certs",
  "rustls-pki-types",
  "tokio",
- "tokio-rustls 0.26.2",
+ "tokio-rustls",
  "tower",
  "tracing",
 ]
@@ -829,7 +817,6 @@ dependencies = [
  "base64-simd",
  "bytes",
  "bytes-utils",
- "futures-core",
  "http 0.2.12",
  "http 1.3.1",
  "http-body 0.4.6",
@@ -842,8 +829,6 @@ dependencies = [
  "ryu",
  "serde",
  "time",
- "tokio",
- "tokio-util",
 ]
 
 [[package]]
@@ -915,12 +900,6 @@ version = "0.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9e1b586273c5702936fe7b7d6896644d8be71e6314cfe09d3167c95f712589e8"
 
-[[package]]
-name = "base64"
-version = "0.21.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d297deb1925b89f2ccc13d7635fa0714f12c87adce1c75356b39ca9b7178567"
-
 [[package]]
 name = "base64"
 version = "0.22.1"
@@ -937,6 +916,12 @@ dependencies = [
  "vsimd",
 ]
 
+[[package]]
+name = "base64ct"
+version = "1.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "55248b47b0caf0546f7988906588779981c43bb1bc9d0c44087278f80cdb44ba"
+
 [[package]]
 name = "bigdecimal"
 version = "0.4.8"
@@ -1028,6 +1013,15 @@ dependencies = [
  "generic-array",
 ]
 
+[[package]]
+name = "block-padding"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a8894febbff9f758034a5b8e12d87918f56dfc64a8e1fe757d65e29041538d93"
+dependencies = [
+ "generic-array",
+]
+
 [[package]]
 name = "bon"
 version = "3.7.2"
@@ -1097,17 +1091,6 @@ version = "1.23.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3995eaeebcdf32f91f980d360f78732ddc061097ab4e39991ae7a6ace9194677"
 
-[[package]]
-name = "bytemuck_derive"
-version = "1.8.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3fa76293b4f7bb636ab88fd78228235b5248b4d05cc589aed610f954af5d7c7a"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.106",
-]
-
 [[package]]
 name = "byteorder"
 version = "1.5.0"
@@ -1116,9 +1099,9 @@ checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
 
 [[package]]
 name = "bytes"
-version = "1.10.1"
+version = "1.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d71b6127be86fdcfddb610f7182ac57211d4b18a3e9c82eb2d17662f2227ad6a"
+checksum = "b35204fbdc0b3f4446b89fc1ac2cf84a8a68971995d0bf2e925ec7cd960f9cb3"
 
 [[package]]
 name = "bytes-utils"
@@ -1139,6 +1122,15 @@ dependencies = [
  "rustversion",
 ]
 
+[[package]]
+name = "cbc"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "26b52a9543ae338f279b96b0b9fed9c8093744685043739079ce85cd58f289a6"
+dependencies = [
+ "cipher",
+]
+
 [[package]]
 name = "cc"
 version = "1.2.34"
@@ -1202,6 +1194,16 @@ dependencies = [
  "phf",
 ]
 
+[[package]]
+name = "cipher"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "773f3b9af64447d2ce9850330c473515014aa235e6a783b02db81ff39e4a3dad"
+dependencies = [
+ "crypto-common",
+ "inout",
+]
+
 [[package]]
 name = "clang-sys"
 version = "1.8.1"
@@ -1270,11 +1272,12 @@ checksum = "b05b61dc5112cbb17e4b6cd61790d9845d13888356391624cbe7e41efeac1e75"
 
 [[package]]
 name = "comfy-table"
-version = "7.2.0"
+version = "7.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f8e18d0dca9578507f13f9803add0df13362b02c501c1c17734f0dbb52eaf0b"
+checksum = "e0d05af1e006a2407bedef5af410552494ce5be9090444dbbcb57258c1af3d56"
 dependencies = [
- "unicode-segmentation",
+ "strum",
+ "strum_macros",
  "unicode-width",
 ]
 
@@ -1293,6 +1296,23 @@ dependencies = [
  "static_assertions",
 ]
 
+[[package]]
+name = "compression-codecs"
+version = "0.4.32"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "680dc087785c5230f8e8843e2e57ac7c1c90488b6a91b88caa265410568f441b"
+dependencies = [
+ "compression-core",
+ "flate2",
+ "memchr",
+]
+
+[[package]]
+name = "compression-core"
+version = "0.4.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "75984efb6ed102a0d42db99afb6c1948f0380d1d91808d5529916e6c08b49d8d"
+
 [[package]]
 name = "concurrent-queue"
 version = "2.5.0"
@@ -1347,16 +1367,6 @@ version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7c74b8349d32d297c9134b8c88677813a227df8f779daa29bfc29c183fe3dca6"
 
-[[package]]
-name = "core-foundation"
-version = "0.9.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91e195e091a93c46f7102ec7818a2aa394e1e1771c3ab4825963fa03e45afb8f"
-dependencies = [
- "core-foundation-sys",
- "libc",
-]
-
 [[package]]
 name = "core-foundation"
 version = "0.10.1"
@@ -1575,9 +1585,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a11e19a7ccc5bb979c95c1dceef663eab39c9061b3bbf8d1937faf0f03bf41f"
+checksum = "2af15bb3c6ffa33011ef579f6b0bcbe7c26584688bd6c994f548e44df67f011a"
 dependencies = [
  "arrow",
  "arrow-ipc",
@@ -1602,6 +1612,7 @@ dependencies = [
  "datafusion-functions-window",
  "datafusion-optimizer",
  "datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
  "datafusion-physical-optimizer",
  "datafusion-physical-plan",
@@ -1623,9 +1634,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "94985e67cab97b1099db2a7af11f31a45008b282aba921c1e1d35327c212ec18"
+checksum = "187622262ad8f7d16d3be9202b4c1e0116f1c9aa387e5074245538b755261621"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1649,9 +1660,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog-listing"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e002df133bdb7b0b9b429d89a69aa77b35caeadee4498b2ce1c7c23a99516988"
+checksum = "9657314f0a32efd0382b9a46fdeb2d233273ece64baa68a7c45f5a192daf0f83"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1672,14 +1683,15 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e13242fc58fd753787b0a538e5ae77d356cb9d0656fa85a591a33c5f106267f6"
+checksum = "5a83760d9a13122d025fbdb1d5d5aaf93dd9ada5e90ea229add92aa30898b2d1"
 dependencies = [
  "ahash",
  "arrow",
  "arrow-ipc",
  "base64 0.22.1",
+ "chrono",
  "half",
  "hashbrown 0.14.5",
  "indexmap 2.11.1",
@@ -1694,9 +1706,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common-runtime"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d2239f964e95c3a5d6b4a8cde07e646de8995c1396a7fd62c6e784f5341db499"
+checksum = "5b6234a6c7173fe5db1c6c35c01a12b2aa0f803a3007feee53483218817f8b1e"
 dependencies = [
  "futures",
  "log",
@@ -1705,9 +1717,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2cf792579bc8bf07d1b2f68c2d5382f8a63679cce8fbebfd4ba95742b6e08864"
+checksum = "7256c9cb27a78709dd42d0c80f0178494637209cac6e29d5c93edd09b6721b86"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1718,6 +1730,7 @@ dependencies = [
  "datafusion-execution",
  "datafusion-expr",
  "datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
  "datafusion-session",
@@ -1733,9 +1746,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-csv"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cfc114f9a1415174f3e8d2719c371fc72092ef2195a7955404cfe6b2ba29a706"
+checksum = "64533a90f78e1684bfb113d200b540f18f268134622d7c96bbebc91354d04825"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1758,9 +1771,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-json"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d88dd5e215c420a52362b9988ecd4cefd71081b730663d4f7d886f706111fc75"
+checksum = "8d7ebeb12c77df0aacad26f21b0d033aeede423a64b2b352f53048a75bf1d6e6"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1783,17 +1796,18 @@ dependencies = [
 
 [[package]]
 name = "datafusion-doc"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e0e7b648387b0c1937b83cb328533c06c923799e73a9e3750b762667f32662c0"
+checksum = "99ee6b1d9a80d13f9deb2291f45c07044b8e62fb540dbde2453a18be17a36429"
 
 [[package]]
 name = "datafusion-execution"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9609d83d52ff8315283c6dad3b97566e877d8f366fab4c3297742f33dcd636c7"
+checksum = "a4cec0a57653bec7b933fb248d3ffa3fa3ab3bd33bd140dc917f714ac036f531"
 dependencies = [
  "arrow",
+ "async-trait",
  "dashmap",
  "datafusion-common",
  "datafusion-expr",
@@ -1808,11 +1822,12 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e75230cd67f650ef0399eb00f54d4a073698f2c0262948298e5299fc7324da63"
+checksum = "ef76910bdca909722586389156d0aa4da4020e1631994d50fadd8ad4b1aa05fe"
 dependencies = [
  "arrow",
+ "async-trait",
  "chrono",
  "datafusion-common",
  "datafusion-doc",
@@ -1828,9 +1843,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr-common"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70fafb3a045ed6c49cfca0cd090f62cf871ca6326cc3355cb0aaf1260fa760b6"
+checksum = "6d155ccbda29591ca71a1344dd6bed26c65a4438072b400df9db59447f590bb6"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -1841,9 +1856,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cdf9a9cf655265861a20453b1e58357147eab59bdc90ce7f2f68f1f35104d3bb"
+checksum = "7de2782136bd6014670fd84fe3b0ca3b3e4106c96403c3ae05c0598577139977"
 dependencies = [
  "arrow",
  "arrow-buffer",
@@ -1870,9 +1885,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7f07e49733d847be0a05235e17b884d326a2fd402c97a89fe8bcf0bfba310005"
+checksum = "07331fc13603a9da97b74fd8a273f4238222943dffdbbed1c4c6f862a30105bf"
 dependencies = [
  "ahash",
  "arrow",
@@ -1891,9 +1906,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate-common"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4512607e10d72b0b0a1dc08f42cb5bd5284cb8348b7fea49dc83409493e32b1b"
+checksum = "b5951e572a8610b89968a09b5420515a121fbc305c0258651f318dc07c97ab17"
 dependencies = [
  "ahash",
  "arrow",
@@ -1904,9 +1919,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-nested"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2ab331806e34f5545e5f03396e4d5068077395b1665795d8f88c14ec4f1e0b7a"
+checksum = "fdacca9302c3d8fc03f3e94f338767e786a88a33f5ebad6ffc0e7b50364b9ea3"
 dependencies = [
  "arrow",
  "arrow-ord",
@@ -1916,6 +1931,7 @@ dependencies = [
  "datafusion-expr",
  "datafusion-functions",
  "datafusion-functions-aggregate",
+ "datafusion-functions-aggregate-common",
  "datafusion-macros",
  "datafusion-physical-expr-common",
  "itertools 0.14.0",
@@ -1925,9 +1941,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-table"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d4ac2c0be983a06950ef077e34e0174aa0cb9e346f3aeae459823158037ade37"
+checksum = "8c37ff8a99434fbbad604a7e0669717c58c7c4f14c472d45067c4b016621d981"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1941,9 +1957,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "36f3d92731de384c90906941d36dcadf6a86d4128409a9c5cd916662baed5f53"
+checksum = "48e2aea7c79c926cffabb13dc27309d4eaeb130f4a21c8ba91cdd241c813652b"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -1959,9 +1975,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window-common"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c679f8bf0971704ec8fd4249fcbb2eb49d6a12cc3e7a840ac047b4928d3541b5"
+checksum = "0fead257ab5fd2ffc3b40fda64da307e20de0040fe43d49197241d9de82a487f"
 dependencies = [
  "datafusion-common",
  "datafusion-physical-expr-common",
@@ -1969,9 +1985,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-macros"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2821de7cb0362d12e75a5196b636a59ea3584ec1e1cc7dc6f5e34b9e8389d251"
+checksum = "ec6f637bce95efac05cdfb9b6c19579ed4aa5f6b94d951cfa5bb054b7bb4f730"
 dependencies = [
  "datafusion-expr",
  "quote",
@@ -1980,14 +1996,15 @@ dependencies = [
 
 [[package]]
 name = "datafusion-optimizer"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1594c7a97219ede334f25347ad8d57056621e7f4f35a0693c8da876e10dd6a53"
+checksum = "c6583ef666ae000a613a837e69e456681a9faa96347bf3877661e9e89e141d8a"
 dependencies = [
  "arrow",
  "chrono",
  "datafusion-common",
  "datafusion-expr",
+ "datafusion-expr-common",
  "datafusion-physical-expr",
  "indexmap 2.11.1",
  "itertools 0.14.0",
@@ -1998,9 +2015,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc6da0f2412088d23f6b01929dedd687b5aee63b19b674eb73d00c3eb3c883b7"
+checksum = "c8668103361a272cbbe3a61f72eca60c9b7c706e87cc3565bcf21e2b277b84f6"
 dependencies = [
  "ahash",
  "arrow",
@@ -2014,15 +2031,31 @@ dependencies = [
  "indexmap 2.11.1",
  "itertools 0.14.0",
  "log",
+ "parking_lot",
  "paste",
  "petgraph 0.8.2",
 ]
 
+[[package]]
+name = "datafusion-physical-expr-adapter"
+version = "50.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "815acced725d30601b397e39958e0e55630e0a10d66ef7769c14ae6597298bb0"
+dependencies = [
+ "arrow",
+ "datafusion-common",
+ "datafusion-expr",
+ "datafusion-functions",
+ "datafusion-physical-expr",
+ "datafusion-physical-expr-common",
+ "itertools 0.14.0",
+]
+
 [[package]]
 name = "datafusion-physical-expr-common"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dcb0dbd9213078a593c3fe28783beaa625a4e6c6a6c797856ee2ba234311fb96"
+checksum = "6652fe7b5bf87e85ed175f571745305565da2c0b599d98e697bcbedc7baa47c3"
 dependencies = [
  "ahash",
  "arrow",
@@ -2034,9 +2067,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-optimizer"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d140854b2db3ef8ac611caad12bfb2e1e1de827077429322a6188f18fc0026a"
+checksum = "49b7d623eb6162a3332b564a0907ba00895c505d101b99af78345f1acf929b5c"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2046,15 +2079,16 @@ dependencies = [
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
+ "datafusion-pruning",
  "itertools 0.14.0",
  "log",
 ]
 
 [[package]]
 name = "datafusion-physical-plan"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b46cbdf21a01206be76d467f325273b22c559c744a012ead5018dfe79597de08"
+checksum = "e2f7f778a1a838dec124efb96eae6144237d546945587557c9e6936b3414558c"
 dependencies = [
  "ahash",
  "arrow",
@@ -2066,6 +2100,7 @@ dependencies = [
  "datafusion-common-runtime",
  "datafusion-execution",
  "datafusion-expr",
+ "datafusion-functions-aggregate-common",
  "datafusion-functions-window-common",
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
@@ -2080,11 +2115,29 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "datafusion-pruning"
+version = "50.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cd1e59e2ca14fe3c30f141600b10ad8815e2856caa59ebbd0e3e07cd3d127a65"
+dependencies = [
+ "arrow",
+ "arrow-schema",
+ "datafusion-common",
+ "datafusion-datasource",
+ "datafusion-expr-common",
+ "datafusion-physical-expr",
+ "datafusion-physical-expr-common",
+ "datafusion-physical-plan",
+ "itertools 0.14.0",
+ "log",
+]
+
 [[package]]
 name = "datafusion-session"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3a72733766ddb5b41534910926e8da5836622316f6283307fd9fb7e19811a59c"
+checksum = "21ef8e2745583619bd7a49474e8f45fbe98ebb31a133f27802217125a7b3d58d"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2106,9 +2159,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-sql"
-version = "48.0.1"
+version = "50.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c5162338cdec9cc7ea13a0e6015c361acad5ec1d88d83f7c86301f789473971f"
+checksum = "89abd9868770386fede29e5a4b14f49c0bf48d652c3b9d7a8a0332329b87d50b"
 dependencies = [
  "arrow",
  "bigdecimal",
@@ -2140,6 +2193,17 @@ dependencies = [
  "syn 1.0.109",
 ]
 
+[[package]]
+name = "der"
+version = "0.7.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e7c1832837b905bbfb5101e07cc24c8deddf52f93225eee6ead5f4d63d53ddcb"
+dependencies = [
+ "const-oid",
+ "pem-rfc7468",
+ "zeroize",
+]
+
 [[package]]
 name = "deranged"
 version = "0.5.3"
@@ -2334,17 +2398,6 @@ version = "1.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ca81e6b4777c89fd810c25a4be2b1bd93ea034fbe58e6a75216a34c6b82c539b"
 
-[[package]]
-name = "event-listener"
-version = "4.0.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "67b215c49b2b248c855fb73579eb1f4f26c38ffdc12973e20e07b91d78d5646e"
-dependencies = [
- "concurrent-queue",
- "parking",
- "pin-project-lite",
-]
-
 [[package]]
 name = "event-listener"
 version = "5.4.1"
@@ -2362,7 +2415,7 @@ version = "0.5.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8be9f3dfaaffdae2972880079a491a1a8bb7cbed0b8dd7a347f668b4150a3b93"
 dependencies = [
- "event-listener 5.4.1",
+ "event-listener",
  "pin-project-lite",
 ]
 
@@ -2460,9 +2513,9 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 
 [[package]]
 name = "fsst"
-version = "0.35.0"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6c9c2b8bb2a1aa18407a8ed0b60496288f3e01ba6d8e215d49bd85f995a12eae"
+checksum = "1d2475ce218217196b161b025598f77e2b405d5e729f7c37bfff145f5df00a41"
 dependencies = [
  "arrow-array",
  "rand 0.9.2",
@@ -2745,25 +2798,6 @@ dependencies = [
  "memmap2",
 ]
 
-[[package]]
-name = "h2"
-version = "0.3.27"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0beca50380b1fc32983fc1cb4587bfa4bb9e78fc259aad4a0032d2080309222d"
-dependencies = [
- "bytes",
- "fnv",
- "futures-core",
- "futures-sink",
- "futures-util",
- "http 0.2.12",
- "indexmap 2.11.1",
- "slab",
- "tokio",
- "tokio-util",
- "tracing",
-]
-
 [[package]]
 name = "h2"
 version = "0.4.12"
@@ -2821,6 +2855,12 @@ dependencies = [
  "foldhash",
 ]
 
+[[package]]
+name = "hashbrown"
+version = "0.16.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "841d1cc9bed7f9236f321df977030373f4a4163ae1a7dbfe1a51a2c1a51d9100"
+
 [[package]]
 name = "heck"
 version = "0.5.0"
@@ -2944,42 +2984,12 @@ version = "1.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6dbf3de79e51f3d586ab4cb9d5c3e2c14aa28ed23d180cf89b4df0454a69cc87"
 
-[[package]]
-name = "httpdate"
-version = "1.0.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
-
 [[package]]
 name = "humantime"
 version = "2.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9b112acc8b3adf4b107a8ec20977da0273a8c386765a3ec0229bd500a1443f9f"
 
-[[package]]
-name = "hyper"
-version = "0.14.32"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41dfc780fdec9373c01bae43289ea34c972e40ee3c9f6b3c8801a35f35586ce7"
-dependencies = [
- "bytes",
- "futures-channel",
- "futures-core",
- "futures-util",
- "h2 0.3.27",
- "http 0.2.12",
- "http-body 0.4.6",
- "httparse",
- "httpdate",
- "itoa",
- "pin-project-lite",
- "socket2 0.5.10",
- "tokio",
- "tower-service",
- "tracing",
- "want",
-]
-
 [[package]]
 name = "hyper"
 version = "1.7.0"
@@ -2990,7 +3000,7 @@ dependencies = [
  "bytes",
  "futures-channel",
  "futures-core",
- "h2 0.4.12",
+ "h2",
  "http 1.3.1",
  "http-body 1.0.1",
  "httparse",
@@ -3002,22 +3012,6 @@ dependencies = [
  "want",
 ]
 
-[[package]]
-name = "hyper-rustls"
-version = "0.24.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec3efd23720e2049821a693cbc7e65ea87c72f1c58ff2f9522ff332b1491e590"
-dependencies = [
- "futures-util",
- "http 0.2.12",
- "hyper 0.14.32",
- "log",
- "rustls 0.21.12",
- "rustls-native-certs 0.6.3",
- "tokio",
- "tokio-rustls 0.24.1",
-]
-
 [[package]]
 name = "hyper-rustls"
 version = "0.27.7"
@@ -3025,13 +3019,13 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e3c93eb611681b207e1fe55d5a71ecf91572ec8a6705cdb6857f7d8d5242cf58"
 dependencies = [
  "http 1.3.1",
- "hyper 1.7.0",
+ "hyper",
  "hyper-util",
- "rustls 0.23.31",
- "rustls-native-certs 0.8.1",
+ "rustls",
+ "rustls-native-certs",
  "rustls-pki-types",
  "tokio",
- "tokio-rustls 0.26.2",
+ "tokio-rustls",
  "tower-service",
  "webpki-roots 1.0.2",
 ]
@@ -3049,7 +3043,7 @@ dependencies = [
  "futures-util",
  "http 1.3.1",
  "http-body 1.0.1",
- "hyper 1.7.0",
+ "hyper",
  "ipnet",
  "libc",
  "percent-encoding",
@@ -3241,6 +3235,16 @@ dependencies = [
  "web-time",
 ]
 
+[[package]]
+name = "inout"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "879f10e63c20629ecabbb64a8010319738c66a5cd0c29b02d63d272b03751d01"
+dependencies = [
+ "block-padding",
+ "generic-array",
+]
+
 [[package]]
 name = "instant"
 version = "0.1.13"
@@ -3388,11 +3392,26 @@ dependencies = [
  "serde_json",
 ]
 
+[[package]]
+name = "jsonwebtoken"
+version = "9.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a87cc7a48537badeae96744432de36f4be2b4a34a05a5ef32e9dd8a1c169dde"
+dependencies = [
+ "base64 0.22.1",
+ "js-sys",
+ "pem",
+ "ring",
+ "serde",
+ "serde_json",
+ "simple_asn1",
+]
+
 [[package]]
 name = "lance"
-version = "0.35.0"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6bed718abdd224433ac7df789027b018157796a2038d4912423ef3e2b005a07a"
+checksum = "a2f0ca022d0424d991933a62d2898864cf5621873962bd84e65e7d1f023f9c36"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -3406,7 +3425,7 @@ dependencies = [
  "async-recursion",
  "async-trait",
  "async_cell",
- "aws-sdk-dynamodb",
+ "aws-credential-types",
  "byteorder",
  "bytes",
  "chrono",
@@ -3430,6 +3449,7 @@ dependencies = [
  "lance-index",
  "lance-io",
  "lance-linalg",
+ "lance-namespace",
  "lance-table",
  "log",
  "moka",
@@ -3440,11 +3460,11 @@ dependencies = [
  "prost-types",
  "rand 0.9.2",
  "roaring",
+ "semver",
  "serde",
  "serde_json",
  "snafu",
  "tantivy",
- "tempfile",
  "tokio",
  "tokio-stream",
  "tracing",
@@ -3454,9 +3474,9 @@ dependencies = [
 
 [[package]]
 name = "lance-arrow"
-version = "0.35.0"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d99ea2fe8e81091008b29cb0e3b4b028328729cec8018c425f99b8e42535170d"
+checksum = "7552f8d528775bf0ab21e1f75dcb70bdb2a828eeae58024a803b5a4655fd9a11"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -3474,9 +3494,9 @@ dependencies = [
 
 [[package]]
 name = "lance-bitpacking"
-version = "0.35.0"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1403fee0dc51f50497122ac81cbfbb6aa17dc4cb6fd2ed85c3a6e3c5da8036f"
+checksum = "a2ea14583cc6fa0bb190bcc2d3bc364b0aa545b345702976025f810e4740e8ce"
 dependencies = [
  "arrayref",
  "paste",
@@ -3485,9 +3505,9 @@ dependencies = [
 
 [[package]]
 name = "lance-core"
-version = "0.35.0"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fe11e18299e5d95e3f26268504d09b139d6e254493aa50fec1c95bb3ec30b64d"
+checksum = "69c752dedd207384892006c40930f898d6634e05e3d489e89763abfe4b9307e7"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -3513,6 +3533,7 @@ dependencies = [
  "roaring",
  "serde_json",
  "snafu",
+ "tempfile",
  "tokio",
  "tokio-stream",
  "tokio-util",
@@ -3522,9 +3543,9 @@ dependencies = [
 
 [[package]]
 name = "lance-datafusion"
-version = "0.35.0"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd1225086ca750870aca9e2f91869a886a3f0f5e05ed75efa5c9a813b36317a8"
+checksum = "21e1e98ca6e5cd337bdda2d9fb66063f295c0c2852d2bc6831366fea833ee608"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -3533,6 +3554,7 @@ dependencies = [
  "arrow-schema",
  "arrow-select",
  "async-trait",
+ "chrono",
  "datafusion",
  "datafusion-common",
  "datafusion-functions",
@@ -3546,16 +3568,15 @@ dependencies = [
  "pin-project",
  "prost",
  "snafu",
- "tempfile",
  "tokio",
  "tracing",
 ]
 
 [[package]]
 name = "lance-datagen"
-version = "0.35.0"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5de5bea2c57fc98351f5f6fd9f68905267ae1bb674ac33c38f78a9c319106a07"
+checksum = "483c643fc2806ed1a2766edf4d180511bbd1d549bcc60373e33f4785c6185891"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -3572,9 +3593,9 @@ dependencies = [
 
 [[package]]
 name = "lance-encoding"
-version = "0.35.0"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7480da1a6fcf204e90cf3b8c79a2843fdab0949d9afe8cd038d8726ccca725a8"
+checksum = "a199d1fa3487529c5ffc433fbd1721231330b9350c2ff9b0c7b7dbdb98f0806a"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -3602,6 +3623,7 @@ dependencies = [
  "prost-types",
  "rand 0.9.2",
  "snafu",
+ "strum",
  "tokio",
  "tracing",
  "xxhash-rust",
@@ -3610,9 +3632,9 @@ dependencies = [
 
 [[package]]
 name = "lance-file"
-version = "0.35.0"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3b2c3106776198dcddbfec1df8b828edcb852ac80cc8077d7185dc1e524e3cf3"
+checksum = "b57def2279465232cf5a8cd996300c632442e368745768bbed661c7f0a35334b"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -3637,20 +3659,19 @@ dependencies = [
  "prost",
  "prost-build",
  "prost-types",
- "roaring",
  "snafu",
- "tempfile",
  "tokio",
  "tracing",
 ]
 
 [[package]]
 name = "lance-index"
-version = "0.35.0"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "34a3f8128c200b2d055f71c60a603e0952a248b914c2edbdea9ec7636e4d6d26"
+checksum = "a75938c61e986aef8c615dc44c92e4c19e393160a59e2b57402ccfe08c5e63af"
 dependencies = [
  "arrow",
+ "arrow-arith",
  "arrow-array",
  "arrow-ord",
  "arrow-schema",
@@ -3683,13 +3704,16 @@ dependencies = [
  "lance-io",
  "lance-linalg",
  "lance-table",
+ "libm",
  "log",
+ "ndarray 0.16.1",
  "num-traits",
  "object_store",
  "prost",
  "prost-build",
  "prost-types",
  "rand 0.9.2",
+ "rand_distr 0.5.1",
  "rayon",
  "roaring",
  "serde",
@@ -3699,14 +3723,15 @@ dependencies = [
  "tempfile",
  "tokio",
  "tracing",
+ "twox-hash",
  "uuid",
 ]
 
 [[package]]
 name = "lance-io"
-version = "0.35.0"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eba4eac3c02e8b8834f7b23d3d3e3c89b5fb614b07569e6aef5bbc1350e94d73"
+checksum = "fa6c3b5b28570d6c951206c5b043f1b35c936928af14fca6f2ac25b0097e4c32"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -3716,7 +3741,6 @@ dependencies = [
  "arrow-data",
  "arrow-schema",
  "arrow-select",
- "async-priority-channel",
  "async-recursion",
  "async-trait",
  "aws-config",
@@ -3728,6 +3752,7 @@ dependencies = [
  "futures",
  "lance-arrow",
  "lance-core",
+ "lance-namespace",
  "log",
  "object_store",
  "object_store_opendal",
@@ -3746,34 +3771,76 @@ dependencies = [
 
 [[package]]
 name = "lance-linalg"
-version = "0.35.0"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62092af5e1c7cc2168b6abdae44eeddfb6d2ed14c2035173bef20723f84f57b4"
+checksum = "b3cbc7e85a89ff9cb3a4627559dea3fd1c1fb16c0d8bc46ede75eefef51eec06"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
- "arrow-ord",
  "arrow-schema",
- "bitvec",
  "cc",
  "deepsize",
- "futures",
  "half",
  "lance-arrow",
  "lance-core",
- "log",
  "num-traits",
  "rand 0.9.2",
- "rayon",
- "tokio",
- "tracing",
+]
+
+[[package]]
+name = "lance-namespace"
+version = "0.39.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "897dd6726816515bb70a698ce7cda44670dca5761637696d7905b45f405a8cd9"
+dependencies = [
+ "arrow",
+ "async-trait",
+ "bytes",
+ "lance-core",
+ "lance-namespace-reqwest-client",
+ "snafu",
+]
+
+[[package]]
+name = "lance-namespace-impls"
+version = "0.39.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5e3cfcd3ba369de2719abf6fb6233f69cda639eb5cbcb328487a790e745ab988"
+dependencies = [
+ "arrow",
+ "arrow-ipc",
+ "arrow-schema",
+ "async-trait",
+ "bytes",
+ "lance",
+ "lance-core",
+ "lance-io",
+ "lance-namespace",
+ "object_store",
+ "reqwest",
+ "serde_json",
+ "snafu",
+ "url",
+]
+
+[[package]]
+name = "lance-namespace-reqwest-client"
+version = "0.0.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3ea349999bcda4eea53fc05d334b3775ec314761e6a706555c777d7a29b18d19"
+dependencies = [
+ "reqwest",
+ "serde",
+ "serde_json",
+ "serde_repr",
+ "url",
 ]
 
 [[package]]
 name = "lance-table"
-version = "0.35.0"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "edfa48241aa42250f2b8f90812a3c51030ece2f8226ec99c753553c04468a6f8"
+checksum = "c8facc13760ba034b6c38767b16adba85e44cbcbea8124dc0c63c43865c60630"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -3781,8 +3848,6 @@ dependencies = [
  "arrow-ipc",
  "arrow-schema",
  "async-trait",
- "aws-credential-types",
- "aws-sdk-dynamodb",
  "byteorder",
  "bytes",
  "chrono",
@@ -3800,6 +3865,7 @@ dependencies = [
  "rand 0.9.2",
  "rangemap",
  "roaring",
+ "semver",
  "serde",
  "serde_json",
  "snafu",
@@ -3811,9 +3877,9 @@ dependencies = [
 
 [[package]]
 name = "lance-testing"
-version = "0.35.0"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ed6887d39beb6e358fae1f25ec3341bc7c61dc7044dd9dc9550b687b83bdc56f"
+checksum = "b05052ef86188d6ae6339bdd9f2c5d77190e8ad1158f3dc8a42fa91bde9e5246"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -3824,10 +3890,11 @@ dependencies = [
 
 [[package]]
 name = "lancedb"
-version = "0.22.0"
+version = "0.22.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9f8f8df9c741cbeb859b5b1371776afdb18b644a2df49592fc6fd8fe329c149b"
+checksum = "e1da241266792d8caa58005a3deb06ba1388a99350d89b5c904ef6f8de5d936f"
 dependencies = [
+ "ahash",
  "arrow",
  "arrow-array",
  "arrow-cast",
@@ -3835,11 +3902,11 @@ dependencies = [
  "arrow-ipc",
  "arrow-ord",
  "arrow-schema",
+ "arrow-select",
  "async-trait",
- "bytemuck_derive",
  "bytes",
  "chrono",
- "crunchy",
+ "datafusion",
  "datafusion-catalog",
  "datafusion-common",
  "datafusion-execution",
@@ -3848,11 +3915,17 @@ dependencies = [
  "futures",
  "half",
  "lance",
+ "lance-arrow",
+ "lance-core",
  "lance-datafusion",
+ "lance-datagen",
  "lance-encoding",
+ "lance-file",
  "lance-index",
  "lance-io",
  "lance-linalg",
+ "lance-namespace",
+ "lance-namespace-impls",
  "lance-table",
  "lance-testing",
  "lazy_static",
@@ -3861,14 +3934,17 @@ dependencies = [
  "num-traits",
  "object_store",
  "pin-project",
+ "rand 0.9.2",
  "regex",
  "semver",
  "serde",
  "serde_json",
  "serde_with",
  "snafu",
+ "tempfile",
  "tokio",
  "url",
+ "uuid",
 ]
 
 [[package]]
@@ -3876,6 +3952,9 @@ name = "lazy_static"
 version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
+dependencies = [
+ "spin",
+]
 
 [[package]]
 name = "levenshtein_automata"
@@ -3949,9 +4028,9 @@ dependencies = [
 
 [[package]]
 name = "libc"
-version = "0.2.175"
+version = "0.2.177"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6a82ae493e598baaea5209805c49bbf2ea7de956d50d7da0da1164f9c6d28543"
+checksum = "2874a2af47a2325c2001a6e6fad9b16a53b802102b528163885171cf92b15976"
 
 [[package]]
 name = "libloading"
@@ -4101,7 +4180,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a06de3016e9fae57a36fd14dba131fccf49f74b40b7fbdb472f96e361ec71a08"
 dependencies = [
  "autocfg",
+ "num_cpus",
+ "once_cell",
  "rawpointer",
+ "thread-tree",
 ]
 
 [[package]]
@@ -4182,12 +4264,9 @@ dependencies = [
 
 [[package]]
 name = "mock_instant"
-version = "0.3.2"
+version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9366861eb2a2c436c20b12c8dbec5f798cea6b47ad99216be0282942e2c81ea0"
-dependencies = [
- "once_cell",
-]
+checksum = "dce6dd36094cac388f119d2e9dc82dc730ef91c32a6222170d630e5414b956e6"
 
 [[package]]
 name = "model2vec-rs"
@@ -4199,7 +4278,7 @@ dependencies = [
  "clap",
  "half",
  "hf-hub",
- "ndarray",
+ "ndarray 0.15.6",
  "safetensors",
  "serde_json",
  "tokenizers",
@@ -4215,7 +4294,7 @@ dependencies = [
  "crossbeam-channel",
  "crossbeam-epoch",
  "crossbeam-utils",
- "event-listener 5.4.1",
+ "event-listener",
  "futures-util",
  "loom",
  "parking_lot",
@@ -4273,6 +4352,21 @@ dependencies = [
  "rawpointer",
 ]
 
+[[package]]
+name = "ndarray"
+version = "0.16.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "882ed72dce9365842bf196bdeedf5055305f11fc8c03dee7bb0194a6cad34841"
+dependencies = [
+ "matrixmultiply",
+ "num-complex",
+ "num-integer",
+ "num-traits",
+ "portable-atomic",
+ "portable-atomic-util",
+ "rawpointer",
+]
+
 [[package]]
 name = "nom"
 version = "7.1.3"
@@ -4325,6 +4419,22 @@ dependencies = [
  "num-traits",
 ]
 
+[[package]]
+name = "num-bigint-dig"
+version = "0.8.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e661dda6640fad38e827a6d4a310ff4763082116fe217f279885c97f511bb0b7"
+dependencies = [
+ "lazy_static",
+ "libm",
+ "num-integer",
+ "num-iter",
+ "num-traits",
+ "rand 0.8.5",
+ "smallvec",
+ "zeroize",
+]
+
 [[package]]
 name = "num-complex"
 version = "0.4.6"
@@ -4420,8 +4530,9 @@ dependencies = [
  "futures",
  "http 1.3.1",
  "http-body-util",
+ "httparse",
  "humantime",
- "hyper 1.7.0",
+ "hyper",
  "itertools 0.14.0",
  "md-5",
  "parking_lot",
@@ -4430,6 +4541,7 @@ dependencies = [
  "rand 0.9.2",
  "reqwest",
  "ring",
+ "rustls-pemfile",
  "serde",
  "serde_json",
  "serde_urlencoded",
@@ -4521,6 +4633,7 @@ dependencies = [
  "reqwest",
  "serde",
  "serde_json",
+ "sha2",
  "tokio",
  "uuid",
 ]
@@ -4618,6 +4731,35 @@ dependencies = [
  "stfu8",
 ]
 
+[[package]]
+name = "pbkdf2"
+version = "0.12.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f8ed6a7761f76e3b9f92dfb0a60a6a6477c61024b775147ff0973a02653abaf2"
+dependencies = [
+ "digest",
+ "hmac",
+]
+
+[[package]]
+name = "pem"
+version = "3.0.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d30c53c26bc5b31a98cd02d20f25a7c8567146caf63ed593a9d87b2775291be"
+dependencies = [
+ "base64 0.22.1",
+ "serde_core",
+]
+
+[[package]]
+name = "pem-rfc7468"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "88b39c9bfcfc231068454382784bb460aae594343fb030d46e9f50a645418412"
+dependencies = [
+ "base64ct",
+]
+
 [[package]]
 name = "percent-encoding"
 version = "2.3.2"
@@ -4702,6 +4844,44 @@ version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
 
+[[package]]
+name = "pkcs1"
+version = "0.7.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c8ffb9f10fa047879315e6625af03c164b16962a5368d724ed16323b68ace47f"
+dependencies = [
+ "der",
+ "pkcs8",
+ "spki",
+]
+
+[[package]]
+name = "pkcs5"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e847e2c91a18bfa887dd028ec33f2fe6f25db77db3619024764914affe8b69a6"
+dependencies = [
+ "aes",
+ "cbc",
+ "der",
+ "pbkdf2",
+ "scrypt",
+ "sha2",
+ "spki",
+]
+
+[[package]]
+name = "pkcs8"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f950b2377845cebe5cf8b5165cb3cc1a5e0fa5cfa3e1f7f55707d8fd82e0a7b7"
+dependencies = [
+ "der",
+ "pkcs5",
+ "rand_core 0.6.4",
+ "spki",
+]
+
 [[package]]
 name = "pkg-config"
 version = "0.3.32"
@@ -4818,15 +4998,6 @@ dependencies = [
  "prost",
 ]
 
-[[package]]
-name = "psm"
-version = "0.1.26"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e944464ec8536cd1beb0bbfd96987eb5e3b72f2ecdafdc5c769a37f1fa2ae1f"
-dependencies = [
- "cc",
-]
-
 [[package]]
 name = "quick-xml"
 version = "0.37.5"
@@ -4859,7 +5030,7 @@ dependencies = [
  "quinn-proto",
  "quinn-udp",
  "rustc-hash",
- "rustls 0.23.31",
+ "rustls",
  "socket2 0.5.10",
  "thiserror 2.0.16",
  "tokio",
@@ -4879,7 +5050,7 @@ dependencies = [
  "rand 0.9.2",
  "ring",
  "rustc-hash",
- "rustls 0.23.31",
+ "rustls",
  "rustls-pki-types",
  "slab",
  "thiserror 2.0.16",
@@ -4992,6 +5163,16 @@ dependencies = [
  "rand 0.8.5",
 ]
 
+[[package]]
+name = "rand_distr"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6a8615d50dcf34fa31f7ab52692afec947c4dd0ab803cc87cb3b0b4570ff7463"
+dependencies = [
+ "num-traits",
+ "rand 0.9.2",
+]
+
 [[package]]
 name = "rand_xoshiro"
 version = "0.7.0"
@@ -5057,26 +5238,6 @@ dependencies = [
  "crossbeam-utils",
 ]
 
-[[package]]
-name = "recursive"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0786a43debb760f491b1bc0269fe5e84155353c67482b9e60d0cfb596054b43e"
-dependencies = [
- "recursive-proc-macro-impl",
- "stacker",
-]
-
-[[package]]
-name = "recursive-proc-macro-impl"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "76009fbe0614077fc1a2ce255e3a1881a2e3a3527097d5dc6d8212c585e7e38b"
-dependencies = [
- "quote",
- "syn 2.0.106",
-]
-
 [[package]]
 name = "redox_syscall"
 version = "0.5.17"
@@ -5159,9 +5320,9 @@ checksum = "943f41321c63ef1c92fd763bfe054d2668f7f225a5c29f0105903dc2fc04ba30"
 
 [[package]]
 name = "regex-syntax"
-version = "0.8.5"
+version = "0.8.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b15c43186be67a4fd63bee50d0303afffcef381492ebe2c5d87f324e1b8815c"
+checksum = "7a2d987857b319362043e95f5353c0535c1f58eec5336fdfcf626430af7def58"
 
 [[package]]
 name = "reqsign"
@@ -5179,11 +5340,14 @@ dependencies = [
  "hmac",
  "home",
  "http 1.3.1",
+ "jsonwebtoken",
  "log",
+ "once_cell",
  "percent-encoding",
  "quick-xml 0.37.5",
  "rand 0.8.5",
  "reqwest",
+ "rsa",
  "rust-ini",
  "serde",
  "serde_json",
@@ -5198,32 +5362,35 @@ version = "0.12.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d429f34c8092b2d42c7c93cec323bb4adeb7c67698f70839adec842ec10c7ceb"
 dependencies = [
+ "async-compression",
  "base64 0.22.1",
  "bytes",
+ "encoding_rs",
  "futures-core",
  "futures-util",
- "h2 0.4.12",
+ "h2",
  "http 1.3.1",
  "http-body 1.0.1",
  "http-body-util",
- "hyper 1.7.0",
- "hyper-rustls 0.27.7",
+ "hyper",
+ "hyper-rustls",
  "hyper-util",
  "js-sys",
  "log",
+ "mime",
  "mime_guess",
  "percent-encoding",
  "pin-project-lite",
  "quinn",
- "rustls 0.23.31",
- "rustls-native-certs 0.8.1",
+ "rustls",
+ "rustls-native-certs",
  "rustls-pki-types",
  "serde",
  "serde_json",
  "serde_urlencoded",
  "sync_wrapper",
  "tokio",
- "tokio-rustls 0.26.2",
+ "tokio-rustls",
  "tokio-util",
  "tower",
  "tower-http",
@@ -5276,6 +5443,27 @@ dependencies = [
  "byteorder",
 ]
 
+[[package]]
+name = "rsa"
+version = "0.9.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40a0376c50d0358279d9d643e4bf7b7be212f1f4ff1da9070a7b54d22ef75c88"
+dependencies = [
+ "const-oid",
+ "digest",
+ "num-bigint-dig",
+ "num-integer",
+ "num-traits",
+ "pkcs1",
+ "pkcs8",
+ "rand_core 0.6.4",
+ "sha2",
+ "signature",
+ "spki",
+ "subtle",
+ "zeroize",
+]
+
 [[package]]
 name = "rust-ini"
 version = "0.21.3"
@@ -5343,18 +5531,6 @@ dependencies = [
  "windows-sys 0.61.0",
 ]
 
-[[package]]
-name = "rustls"
-version = "0.21.12"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f56a14d1f48b391359b22f731fd4bd7e43c97f3c50eee276f3aa09c94784d3e"
-dependencies = [
- "log",
- "ring",
- "rustls-webpki 0.101.7",
- "sct",
-]
-
 [[package]]
 name = "rustls"
 version = "0.23.31"
@@ -5366,23 +5542,11 @@ dependencies = [
  "once_cell",
  "ring",
  "rustls-pki-types",
- "rustls-webpki 0.103.4",
+ "rustls-webpki",
  "subtle",
  "zeroize",
 ]
 
-[[package]]
-name = "rustls-native-certs"
-version = "0.6.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a9aace74cb666635c918e9c12bc0d348266037aa8eb599b5cba565709a8dff00"
-dependencies = [
- "openssl-probe",
- "rustls-pemfile",
- "schannel",
- "security-framework 2.11.1",
-]
-
 [[package]]
 name = "rustls-native-certs"
 version = "0.8.1"
@@ -5392,16 +5556,16 @@ dependencies = [
  "openssl-probe",
  "rustls-pki-types",
  "schannel",
- "security-framework 3.4.0",
+ "security-framework",
 ]
 
 [[package]]
 name = "rustls-pemfile"
-version = "1.0.4"
+version = "2.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1c74cae0a4cf6ccbbf5f359f08efdf8ee7e1dc532573bf0db71968cb56b1448c"
+checksum = "dce314e5fee3f39953d46bb63bb8a46d40c2f8fb7cc5a3b6cab2bde9721d6e50"
 dependencies = [
- "base64 0.21.7",
+ "rustls-pki-types",
 ]
 
 [[package]]
@@ -5414,16 +5578,6 @@ dependencies = [
  "zeroize",
 ]
 
-[[package]]
-name = "rustls-webpki"
-version = "0.101.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8b6275d1ee7a1cd780b64aca7726599a1dbc893b1e64144529e55c3c2f745765"
-dependencies = [
- "ring",
- "untrusted",
-]
-
 [[package]]
 name = "rustls-webpki"
 version = "0.103.4"
@@ -5458,6 +5612,15 @@ dependencies = [
  "serde_json",
 ]
 
+[[package]]
+name = "salsa20"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "97a22f5af31f73a954c10289c93e8a50cc23d971e80ee446f1f6f7137a088213"
+dependencies = [
+ "cipher",
+]
+
 [[package]]
 name = "same-file"
 version = "1.0.6"
@@ -5513,13 +5676,14 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
 
 [[package]]
-name = "sct"
-version = "0.7.1"
+name = "scrypt"
+version = "0.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da046153aa2352493d6cb7da4b6e5c0c057d8a1d0a9aa8560baffdd945acd414"
+checksum = "0516a385866c09368f0b5bcd1caff3366aace790fcd46e2bb032697bb172fd1f"
 dependencies = [
- "ring",
- "untrusted",
+ "pbkdf2",
+ "salsa20",
+ "sha2",
 ]
 
 [[package]]
@@ -5532,19 +5696,6 @@ dependencies = [
  "zeroize",
 ]
 
-[[package]]
-name = "security-framework"
-version = "2.11.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "897b2245f0b511c87893af39b033e5ca9cce68824c4d7e7630b5a1d339658d02"
-dependencies = [
- "bitflags",
- "core-foundation 0.9.4",
- "core-foundation-sys",
- "libc",
- "security-framework-sys",
-]
-
 [[package]]
 name = "security-framework"
 version = "3.4.0"
@@ -5552,7 +5703,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "60b369d18893388b345804dc0007963c99b7d665ae71d275812d828c6f089640"
 dependencies = [
  "bitflags",
- "core-foundation 0.10.1",
+ "core-foundation",
  "core-foundation-sys",
  "libc",
  "security-framework-sys",
@@ -5570,7 +5721,7 @@ dependencies = [
 
 [[package]]
 name = "semtools"
-version = "1.5.0"
+version = "1.5.1"
 dependencies = [
  "anyhow",
  "arrow-array",
@@ -5612,18 +5763,28 @@ checksum = "1bc711410fbe7399f390ca1c3b60ad0f53f80e95c5eb935e52268a0e2cd49acc"
 
 [[package]]
 name = "serde"
-version = "1.0.219"
+version = "1.0.228"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f0e2c6ed6606019b4e29e69dbaba95b11854410e5347d525002456dbbb786b6"
+checksum = "9a8e94ea7f378bd32cbbd37198a4a91436180c5bb472411e48b5ec2e2124ae9e"
+dependencies = [
+ "serde_core",
+ "serde_derive",
+]
+
+[[package]]
+name = "serde_core"
+version = "1.0.228"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "41d385c7d4ca58e59fc732af25c3983b67ac852c1a25000afe1175de458b67ad"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.219"
+version = "1.0.228"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b0276cf7f2c73365f7157c8123c21cd9a50fbbd844757af28ca1f5925fc2a00"
+checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -5642,6 +5803,17 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "serde_repr"
+version = "0.1.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "175ee3e80ae9982737ca543e96133087cbd9a485eecc3bc4de9c1a37b47ea59c"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
 [[package]]
 name = "serde_urlencoded"
 version = "0.7.1"
@@ -5741,12 +5913,34 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "signature"
+version = "2.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "77549399552de45a898a580c1b41d445bf730df867cc44e6c0233bbc4b8329de"
+dependencies = [
+ "digest",
+ "rand_core 0.6.4",
+]
+
 [[package]]
 name = "simdutf8"
 version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e3a9fe34e3e7a50316060351f37187a3f546bce95496156754b601a5fa71b76e"
 
+[[package]]
+name = "simple_asn1"
+version = "0.6.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "297f631f50729c8c99b84667867963997ec0b50f32b2a7dbcab828ef0541e8bb"
+dependencies = [
+ "num-bigint",
+ "num-traits",
+ "thiserror 2.0.16",
+ "time",
+]
+
 [[package]]
 name = "simsimd"
 version = "6.5.1"
@@ -5835,6 +6029,22 @@ dependencies = [
  "winapi",
 ]
 
+[[package]]
+name = "spin"
+version = "0.9.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6980e8d7511241f8acf4aebddbb1ff938df5eebe98691418c4468d0b72a96a67"
+
+[[package]]
+name = "spki"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d91ed6c858b01f942cd56b37a94b3e0a1798290327d1236e4d9cf4eaca44d29d"
+dependencies = [
+ "base64ct",
+ "der",
+]
+
 [[package]]
 name = "spm_precompiled"
 version = "0.1.4"
@@ -5849,12 +6059,11 @@ dependencies = [
 
 [[package]]
 name = "sqlparser"
-version = "0.55.0"
+version = "0.58.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c4521174166bac1ff04fe16ef4524c70144cd29682a45978978ca3d7f4e0be11"
+checksum = "ec4b661c54b1e4b603b37873a18c59920e4c51ea8ea2cf527d925424dbd4437c"
 dependencies = [
  "log",
- "recursive",
  "sqlparser_derive",
 ]
 
@@ -5875,19 +6084,6 @@ version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3"
 
-[[package]]
-name = "stacker"
-version = "0.1.21"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cddb07e32ddb770749da91081d8d0ac3a16f1a569a18b20348cd371f5dead06b"
-dependencies = [
- "cc",
- "cfg-if",
- "libc",
- "psm",
- "windows-sys 0.59.0",
-]
-
 [[package]]
 name = "static_assertions"
 version = "1.1.0"
@@ -5912,6 +6108,28 @@ version = "0.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7da8b5736845d9f2fcb837ea5d9e2628564b3b043a70948a3f0b778838c5fb4f"
 
+[[package]]
+name = "strum"
+version = "0.26.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8fec0f0aef304996cf250b31b5a10dee7980c85da9d759361292b8bca5a18f06"
+dependencies = [
+ "strum_macros",
+]
+
+[[package]]
+name = "strum_macros"
+version = "0.26.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4c6bee85a5a24955dc440386795aa378cd9cf82acd5f764469152d2270e581be"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "quote",
+ "rustversion",
+ "syn 2.0.106",
+]
+
 [[package]]
 name = "subtle"
 version = "2.6.1"
@@ -6099,7 +6317,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2bcdebb267671311d1e8891fd9d1301803fdb8ad21ba22e0a30d0cab49ba59c1"
 dependencies = [
  "murmurhash32",
- "rand_distr",
+ "rand_distr 0.4.3",
  "tantivy-common",
 ]
 
@@ -6180,6 +6398,15 @@ dependencies = [
  "syn 2.0.106",
 ]
 
+[[package]]
+name = "thread-tree"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ffbd370cb847953a25954d9f63e14824a36113f8c72eecf6eccef5dc4b45d630"
+dependencies = [
+ "crossbeam-channel",
+]
+
 [[package]]
 name = "thread_local"
 version = "1.1.9"
@@ -6319,23 +6546,13 @@ dependencies = [
  "syn 2.0.106",
 ]
 
-[[package]]
-name = "tokio-rustls"
-version = "0.24.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c28327cf380ac148141087fbfb9de9d7bd4e84ab5d2c28fbc911d753de8a7081"
-dependencies = [
- "rustls 0.21.12",
- "tokio",
-]
-
 [[package]]
 name = "tokio-rustls"
 version = "0.26.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8e727b36a1a0e8b74c376ac2211e40c2c8af09fb4013c60d910495810f008e9b"
 dependencies = [
- "rustls 0.23.31",
+ "rustls",
  "tokio",
 ]
 
@@ -6480,6 +6697,9 @@ name = "twox-hash"
 version = "2.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9ea3136b675547379c4bd395ca6b938e5ad3c3d20fad76e7fe85f9e0d011419c"
+dependencies = [
+ "rand 0.9.2",
+]
 
 [[package]]
 name = "typenum"
@@ -6542,7 +6762,7 @@ dependencies = [
  "flate2",
  "log",
  "once_cell",
- "rustls 0.23.31",
+ "rustls",
  "rustls-pki-types",
  "serde",
  "serde_json",
diff --git a/Cargo.toml b/Cargo.toml
index c00be7d..2cc1547 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "semtools"
-version = "1.5.0"
+version = "1.5.1"
 edition = "2024"
 license = "MIT"
 description = "Semantic search and document parsing tools for the command line"
@@ -51,13 +51,13 @@ model2vec-rs = { version = "0.1.3", optional = true }
 simsimd = { version = "6.5.1", optional = true }
 
 # Workspace-specific dependencies
-lancedb = { version = "0.22.0", default-features = false, optional = true }
-arrow-schema = { version = "55.2.0", optional = true }
-arrow-array = { version = "55.2.0", optional = true }
+lancedb = { version = "0.22.3", default-features = false, optional = true }
+arrow-schema = { version = "56.2.0", optional = true }
+arrow-array = { version = "56.2.0", optional = true }
 rand = { version = "0.8.5", optional = true }
 
 # Ask dependencies
-async-openai = { version = "0.31.0-alpha.10", optional = true }
+async-openai = { version = "0.31.0-beta.1", features = ["chat-completion", "responses"], optional = true }
 grep = { version = "0.3", optional = true }
 grep-searcher = { version = "0.1", optional = true }
 grep-matcher = { version = "0.1", optional = true }
diff --git a/package.json b/package.json
index fe5897d..1ef3b71 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/semtools",
-  "version": "1.5.0",
+  "version": "1.5.1",
   "description": "Semantic search and document parsing tools for the command line (Rust-backed, npm-distributed)",
   "license": "MIT",
   "author": "LlamaIndex",
diff --git a/src/ask/responses_agent.rs b/src/ask/responses_agent.rs
index a481a64..48c5d09 100644
--- a/src/ask/responses_agent.rs
+++ b/src/ask/responses_agent.rs
@@ -2,8 +2,9 @@ use anyhow::Result;
 use async_openai::Client;
 use async_openai::config::OpenAIConfig;
 use async_openai::types::responses::{
-    CreateResponseArgs, FunctionCallOutput, FunctionCallOutputItemParam, FunctionToolCall,
-    InputItem, InputParam, Item, MessageItem, OutputItem, Role, Tool,
+    CreateResponseArgs, EasyInputContent, EasyInputMessage, FunctionCallOutput,
+    FunctionCallOutputItemParam, FunctionToolCall, InputItem, InputParam, Item, MessageItem,
+    MessageType, OutputItem, Role, Tool,
 };
 use model2vec_rs::model::StaticModel;
 use serde_json::Value;
@@ -43,7 +44,11 @@ pub async fn ask_agent_responses(
 
     // Initialize input items with user message
     // Note: For Responses API, we use the instructions parameter for the system prompt
-    let mut input_items: Vec<InputItem> = vec![InputItem::text_message(Role::User, user_message)];
+    let mut input_items: Vec<InputItem> = vec![InputItem::EasyMessage(EasyInputMessage {
+        r#type: MessageType::Message,
+        role: Role::User,
+        content: EasyInputContent::Text(user_message.to_string()),
+    })];
 
     // Agent loop
     for _iteration in 0..max_iterations {
@@ -302,7 +307,11 @@ pub async fn ask_agent_responses_with_stdin(
     );
 
     // Initialize input items with user message (no tools)
-    let input_items: Vec<InputItem> = vec![InputItem::text_message(Role::User, &full_message)];
+    let input_items: Vec<InputItem> = vec![InputItem::EasyMessage(EasyInputMessage {
+        r#type: MessageType::Message,
+        role: Role::User,
+        content: EasyInputContent::Text(full_message),
+    })];
 
     // Create request without tools
     let request = CreateResponseArgs::default()