From 8e2244241f16fff77591cf04f40725ad0b05ca81 Mon Sep 17 00:00:00 2001
From: Timon Vonk <timonv@gmail.com>
Date: Fri, 24 Jan 2025 16:38:48 +0100
Subject: [PATCH] feat(integrations): Support Qdrant 1.13 (#571)

---
 Cargo.lock                                    | 802 ++++++++----------
 Cargo.toml                                    |  10 +-
 swiftide-integrations/Cargo.toml              |   2 +-
 .../src/qdrant/indexing_node.rs               |  65 +-
 swiftide-integrations/src/qdrant/mod.rs       |   5 +
 swiftide-integrations/src/qdrant/retrieve.rs  |   2 +-
 swiftide-test-utils/src/test_utils.rs         |   2 +-
 swiftide/tests/indexing_pipeline.rs           |   2 +-
 8 files changed, 409 insertions(+), 481 deletions(-)

diff --git a/Cargo.lock b/Cargo.lock
index 22504ec1..7fd7c848 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -129,11 +129,12 @@ dependencies = [
 
 [[package]]
 name = "anstyle-wincon"
-version = "3.0.6"
+version = "3.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2109dbce0e72be3ec00bed26e6a7479ca384ad226efdd66db8fa2e3a38c83125"
+checksum = "ca3534e77181a9cc07539ad51f2141fe32f6c3ffd4df76db8ad92346b003ae4e"
 dependencies = [
  "anstyle",
+ "once_cell",
  "windows-sys 0.59.0",
 ]
 
@@ -180,9 +181,9 @@ checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "arrow"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c91839b07e474b3995035fd8ac33ee54f9c9ccbbb1ea33d9909c71bffdf1259d"
+checksum = "eaf3437355979f1e93ba84ba108c38be5767713051f3c8ffbf07c094e2e61f9f"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -203,9 +204,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-arith"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "855c57c4efd26722b044dcd3e348252560e3e0333087fb9f6479dc0bf744054f"
+checksum = "31dce77d2985522288edae7206bffd5fc4996491841dda01a13a58415867e681"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -218,9 +219,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-array"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bd03279cea46569acf9295f6224fbc370c5df184b4d2ecfe97ccb131d5615a7f"
+checksum = "2d45fe6d3faed0435b7313e59a02583b14c6c6339fa7729e94c32a20af319a79"
 dependencies = [
  "ahash",
  "arrow-buffer",
@@ -235,9 +236,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-buffer"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9e4a9b9b1d6d7117f6138e13bc4dd5daa7f94e671b70e8c9c4dc37b4f5ecfc16"
+checksum = "2b02656a35cc103f28084bc80a0159668e0a680d919cef127bd7e0aaccb06ec1"
 dependencies = [
  "bytes",
  "half",
@@ -246,9 +247,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-cast"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bc70e39916e60c5b7af7a8e2719e3ae589326039e1e863675a008bee5ffe90fd"
+checksum = "c73c6233c5b5d635a56f6010e6eb1ab9e30e94707db21cea03da317f67d84cf3"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -267,9 +268,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-csv"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "789b2af43c1049b03a8d088ff6b2257cdcea1756cd76b174b1f2600356771b97"
+checksum = "ec222848d70fea5a32af9c3602b08f5d740d5e2d33fbd76bf6fd88759b5b13a7"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -286,9 +287,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-data"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e4e75edf21ffd53744a9b8e3ed11101f610e7ceb1a29860432824f1834a1f623"
+checksum = "b7f2861ffa86f107b8ab577d86cff7c7a490243eabe961ba1e1af4f27542bb79"
 dependencies = [
  "arrow-buffer",
  "arrow-schema",
@@ -298,9 +299,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ipc"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d186a909dece9160bf8312f5124d797884f608ef5435a36d9d608e0b2a9bcbf8"
+checksum = "0270dc511f11bb5fa98a25020ad51a99ca5b08d8a8dfbd17503bb9dba0388f0b"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -314,9 +315,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-json"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b66ff2fedc1222942d0bd2fd391cb14a85baa3857be95c9373179bd616753b85"
+checksum = "0eff38eeb8a971ad3a4caf62c5d57f0cff8a48b64a55e3207c4fd696a9234aad"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -325,7 +326,7 @@ dependencies = [
  "arrow-schema",
  "chrono",
  "half",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "lexical-core",
  "num",
  "serde",
@@ -334,9 +335,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ord"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ece7b5bc1180e6d82d1a60e1688c199829e8842e38497563c3ab6ea813e527fd"
+checksum = "c6f202a879d287099139ff0d121e7f55ae5e0efe634b8cf2106ebc27a8715dee"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -349,9 +350,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-row"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "745c114c8f0e8ce211c83389270de6fbe96a9088a7b32c2a041258a443fe83ff"
+checksum = "a8f936954991c360ba762dff23f5dda16300774fafd722353d9683abd97630ae"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -363,18 +364,18 @@ dependencies = [
 
 [[package]]
 name = "arrow-schema"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b95513080e728e4cec37f1ff5af4f12c9688d47795d17cda80b6ec2cf74d4678"
+checksum = "9579b9d8bce47aa41389fe344f2c6758279983b7c0ebb4013e283e3e91bb450e"
 dependencies = [
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
 ]
 
 [[package]]
 name = "arrow-select"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e415279094ea70323c032c6e739c48ad8d80e78a09bef7117b8718ad5bf3722"
+checksum = "7471ba126d0b0aaa24b50a36bc6c25e4e74869a1fd1a5553357027a0b1c8d1f1"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -386,9 +387,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-string"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "11d956cae7002eb8d83a27dbd34daaea1cf5b75852f0b84deb4d93a276e92bbf"
+checksum = "72993b01cb62507b06f1fb49648d7286c8989ecfabdb7b77a750fcb54410731b"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -459,7 +460,7 @@ dependencies = [
  "async-task",
  "concurrent-queue",
  "fastrand 2.3.0",
- "futures-lite 2.5.0",
+ "futures-lite 2.6.0",
  "slab",
 ]
 
@@ -474,7 +475,7 @@ dependencies = [
  "async-io 2.4.0",
  "async-lock 3.4.0",
  "blocking",
- "futures-lite 2.5.0",
+ "futures-lite 2.6.0",
  "once_cell",
 ]
 
@@ -508,10 +509,10 @@ dependencies = [
  "cfg-if",
  "concurrent-queue",
  "futures-io",
- "futures-lite 2.5.0",
+ "futures-lite 2.6.0",
  "parking",
  "polling 3.7.4",
- "rustix 0.38.43",
+ "rustix 0.38.44",
  "slab",
  "tracing",
  "windows-sys 0.59.0",
@@ -545,14 +546,14 @@ checksum = "b948000fad4873c1c9339d60f2623323a0cfd3816e5181033c6a5cb68b2accf7"
 dependencies = [
  "async-io 2.4.0",
  "blocking",
- "futures-lite 2.5.0",
+ "futures-lite 2.6.0",
 ]
 
 [[package]]
 name = "async-openai"
-version = "0.27.1"
+version = "0.27.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "31eccf20e8169ce394fea4ffc8fe3187045bb0789499df19ab91ca2dad4a6bed"
+checksum = "2d126927c78e1562d7e8473008ac8b082318c04d69e3a83e3495a563f8b84a66"
 dependencies = [
  "backoff",
  "base64 0.22.1",
@@ -596,8 +597,8 @@ dependencies = [
  "blocking",
  "cfg-if",
  "event-listener 5.4.0",
- "futures-lite 2.5.0",
- "rustix 0.38.43",
+ "futures-lite 2.6.0",
+ "rustix 0.38.44",
  "tracing",
 ]
 
@@ -624,7 +625,7 @@ dependencies = [
  "cfg-if",
  "futures-core",
  "futures-io",
- "rustix 0.38.43",
+ "rustix 0.38.44",
  "signal-hook-registry",
  "slab",
  "windows-sys 0.59.0",
@@ -645,7 +646,7 @@ dependencies = [
  "futures-channel",
  "futures-core",
  "futures-io",
- "futures-lite 2.5.0",
+ "futures-lite 2.6.0",
  "gloo-timers",
  "kv-log-macro",
  "log",
@@ -743,9 +744,9 @@ dependencies = [
 
 [[package]]
 name = "auto_enums"
-version = "0.8.6"
+version = "0.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "459b77b7e855f875fd15f101064825cd79eb83185a961d66e6298560126facfb"
+checksum = "9c170965892137a3a9aeb000b4524aa3cc022a310e709d848b6e1cdce4ab4781"
 dependencies = [
  "derive_utils",
  "proc-macro2",
@@ -784,9 +785,9 @@ dependencies = [
 
 [[package]]
 name = "aws-config"
-version = "1.5.13"
+version = "1.5.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c03a50b30228d3af8865ce83376b4e99e1ffa34728220fe2860e4df0bb5278d6"
+checksum = "dc47e70fc35d054c8fcd296d47a61711f043ac80534a10b4f741904f81e73a90"
 dependencies = [
  "aws-credential-types",
  "aws-runtime",
@@ -826,9 +827,9 @@ dependencies = [
 
 [[package]]
 name = "aws-runtime"
-version = "1.5.3"
+version = "1.5.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b16d1aa50accc11a4b4d5c50f7fb81cc0cf60328259c587d0e6b0f11385bde46"
+checksum = "bee7643696e7fdd74c10f9eb42848a87fe469d35eae9c3323f80aa98f350baac"
 dependencies = [
  "aws-credential-types",
  "aws-sigv4",
@@ -851,9 +852,9 @@ dependencies = [
 
 [[package]]
 name = "aws-sdk-bedrockruntime"
-version = "1.67.0"
+version = "1.71.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "45b1eba5f7928b332df907ad9800dac0f53248156b65bd428f07df8a827e47f7"
+checksum = "d3df63bb064f19fc4b5af78db35ad514b08a54e2fe3109d049f9831a9afec851"
 dependencies = [
  "aws-credential-types",
  "aws-runtime",
@@ -875,9 +876,9 @@ dependencies = [
 
 [[package]]
 name = "aws-sdk-dynamodb"
-version = "1.59.0"
+version = "1.62.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1663eca3983d46e6e6dba3296db31c66f3e2031dc38f0ac2101f8b0f5bb99c5a"
+checksum = "3658e7d6cef9dc7a7b5ebb705005409a8f708e4bd20b1e462b560701eb59caf2"
 dependencies = [
  "aws-credential-types",
  "aws-runtime",
@@ -898,9 +899,9 @@ dependencies = [
 
 [[package]]
 name = "aws-sdk-sso"
-version = "1.53.0"
+version = "1.56.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1605dc0bf9f0a4b05b451441a17fcb0bda229db384f23bf5cead3adbab0664ac"
+checksum = "12e057fdcb8842de9b83592a70f5b4da0ee10bc0ad278247da1425a742a444d7"
 dependencies = [
  "aws-credential-types",
  "aws-runtime",
@@ -920,9 +921,9 @@ dependencies = [
 
 [[package]]
 name = "aws-sdk-ssooidc"
-version = "1.54.0"
+version = "1.57.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "59f3f73466ff24f6ad109095e0f3f2c830bfb4cd6c8b12f744c8e61ebf4d3ba1"
+checksum = "aba487b6a05de9858f83c05133ddd1b465be60b95460491f96c5c7b761823a04"
 dependencies = [
  "aws-credential-types",
  "aws-runtime",
@@ -942,9 +943,9 @@ dependencies = [
 
 [[package]]
 name = "aws-sdk-sts"
-version = "1.54.1"
+version = "1.57.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "861d324ef69247c6f3c6823755f408a68877ffb1a9afaff6dd8b0057c760de60"
+checksum = "115fd4fb663817ed595a5ee4f1649d7aacd861d47462323cb37576ce89271b93"
 dependencies = [
  "aws-credential-types",
  "aws-runtime",
@@ -965,9 +966,9 @@ dependencies = [
 
 [[package]]
 name = "aws-sigv4"
-version = "1.2.6"
+version = "1.2.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d3820e0c08d0737872ff3c7c1f21ebbb6693d832312d6152bf18ef50a5471c2"
+checksum = "690118821e46967b3c4501d67d7d52dd75106a9c54cf36cefa1985cedbe94e05"
 dependencies = [
  "aws-credential-types",
  "aws-smithy-http",
@@ -988,9 +989,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-async"
-version = "1.2.3"
+version = "1.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "427cb637d15d63d6f9aae26358e1c9a9c09d5aa490d64b09354c8217cfef0f28"
+checksum = "fa59d1327d8b5053c54bf2eaae63bf629ba9e904434d0835a28ed3c0ed0a614e"
 dependencies = [
  "futures-util",
  "pin-project-lite",
@@ -999,9 +1000,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-eventstream"
-version = "0.60.5"
+version = "0.60.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cef7d0a272725f87e51ba2bf89f8c21e4df61b9e49ae1ac367a6d69916ef7c90"
+checksum = "8b18559a41e0c909b77625adf2b8c50de480a8041e5e4a3f5f7d177db70abc5a"
 dependencies = [
  "aws-smithy-types",
  "bytes",
@@ -1010,9 +1011,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-http"
-version = "0.60.11"
+version = "0.60.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5c8bc3e8fdc6b8d07d976e301c02fe553f72a39b7a9fea820e023268467d7ab6"
+checksum = "7809c27ad8da6a6a68c454e651d4962479e81472aa19ae99e59f9aba1f9713cc"
 dependencies = [
  "aws-smithy-eventstream",
  "aws-smithy-runtime-api",
@@ -1031,9 +1032,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-json"
-version = "0.61.1"
+version = "0.61.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ee4e69cc50921eb913c6b662f8d909131bb3e6ad6cb6090d3a39b66fc5c52095"
+checksum = "623a51127f24c30776c8b374295f2df78d92517386f77ba30773f15a30ce1422"
 dependencies = [
  "aws-smithy-types",
 ]
@@ -1050,9 +1051,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-runtime"
-version = "1.7.6"
+version = "1.7.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a05dd41a70fc74051758ee75b5c4db2c0ca070ed9229c3df50e9475cda1cb985"
+checksum = "865f7050bbc7107a6c98a397a9fcd9413690c27fa718446967cf03b2d3ac517e"
 dependencies = [
  "aws-smithy-async",
  "aws-smithy-http",
@@ -1094,9 +1095,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-types"
-version = "1.2.11"
+version = "1.2.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38ddc9bd6c28aeb303477170ddd183760a956a03e083b3902a990238a7e3792d"
+checksum = "a28f6feb647fb5e0d5b50f0472c19a7db9462b74e2fec01bb0b44eedcc834e97"
 dependencies = [
  "base64-simd",
  "bytes",
@@ -1129,9 +1130,9 @@ dependencies = [
 
 [[package]]
 name = "aws-types"
-version = "1.3.3"
+version = "1.3.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5221b91b3e441e6675310829fd8984801b772cb1546ef6c0e54dec9f1ac13fef"
+checksum = "b0df5a18c4f951c645300d365fec53a61418bcf4650f604f85fe2a665bfaa0c2"
 dependencies = [
  "aws-credential-types",
  "aws-smithy-async",
@@ -1274,6 +1275,19 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "bigdecimal"
+version = "0.4.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f31f3af01c5c65a07985c804d3366560e6fa7883d640a122819b14ec327482c"
+dependencies = [
+ "autocfg",
+ "libm",
+ "num-bigint",
+ "num-integer",
+ "num-traits",
+]
+
 [[package]]
 name = "bit_field"
 version = "0.10.2"
@@ -1288,9 +1302,9 @@ checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
 
 [[package]]
 name = "bitflags"
-version = "2.7.0"
+version = "2.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1be3f42a67d6d345ecd59f675f3f012d6974981560836e938c22b424b85ce1be"
+checksum = "8f68f53c83ab957f72c32642f3868eec03eb974d1fb82e453128456482613d36"
 dependencies = [
  "serde",
 ]
@@ -1340,7 +1354,7 @@ dependencies = [
  "async-channel 2.3.1",
  "async-task",
  "futures-io",
- "futures-lite 2.5.0",
+ "futures-lite 2.6.0",
  "piper",
 ]
 
@@ -1407,9 +1421,9 @@ dependencies = [
 
 [[package]]
 name = "brotli-decompressor"
-version = "4.0.1"
+version = "4.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a45bd2e4095a8b518033b128020dd4a55aab1c0a381ba4404a472630f4bc362"
+checksum = "74fa05ad7d803d413eb8380983b092cbbaf9a85f151b871360e7b00cd7060b37"
 dependencies = [
  "alloc-no-stdlib",
  "alloc-stdlib",
@@ -1547,9 +1561,9 @@ dependencies = [
 
 [[package]]
 name = "cc"
-version = "1.2.8"
+version = "1.2.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ad0cf6e91fde44c773c6ee7ec6bba798504641a8bc2eb7e37a04ffbf4dfaa55a"
+checksum = "13208fcbb66eaeffe09b99fffbe1af420f00a7b35aa99ad683dfc1aa76145229"
 dependencies = [
  "jobserver",
  "libc",
@@ -1612,9 +1626,9 @@ dependencies = [
 
 [[package]]
 name = "chrono-tz"
-version = "0.10.0"
+version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd6dd8046d00723a59a2f8c5f295c515b9bb9a331ee4f8f3d4dd49e428acd3b6"
+checksum = "9c6ac4f2c0bf0f44e9161aec9675e1050aa4a530663c4a9e37e108fa948bca9f"
 dependencies = [
  "chrono",
  "chrono-tz-build",
@@ -1660,18 +1674,18 @@ dependencies = [
 
 [[package]]
 name = "clap"
-version = "4.5.26"
+version = "4.5.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a8eb5e908ef3a6efbe1ed62520fb7287959888c88485abe072543190ecc66783"
+checksum = "769b0145982b4b48713e01ec42d61614425f27b7058bda7180a3a41f30104796"
 dependencies = [
  "clap_builder",
 ]
 
 [[package]]
 name = "clap_builder"
-version = "4.5.26"
+version = "4.5.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96b01801b5fc6a0a232407abc821660c9c6d25a1cafc0d4f85f29fb8d9afc121"
+checksum = "1b26884eb4b57140e4d2d93652abfa49498b938b3c9179f9fc487b0acc3edad7"
 dependencies = [
  "anstyle",
  "clap_lex",
@@ -1800,9 +1814,9 @@ checksum = "6245d59a3e82a7fc217c5828a6692dbc6dfb63a0c8c90495621f7b9d79704a0e"
 
 [[package]]
 name = "convert_case"
-version = "0.6.0"
+version = "0.7.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec182b0ca2f35d8fc196cf3404988fd8b8c739a4d270ff118a398feb0cbec1ca"
+checksum = "bb402b8d4c85569410425650ce3eddc7d698ed96d39a73f941b08fb63082f1e7"
 dependencies = [
  "unicode-segmentation",
 ]
@@ -1985,9 +1999,9 @@ checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
 
 [[package]]
 name = "crunchy"
-version = "0.2.2"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a81dae078cea95a014a339291cec439d2f232ebe854a9d672b796c6afafa9b7"
+checksum = "43da5946c66ffcc7745f48db692ffbb10a83bfe0afd96235c5c2a4fb23994929"
 
 [[package]]
 name = "crypto-common"
@@ -2111,17 +2125,16 @@ dependencies = [
 
 [[package]]
 name = "data-encoding"
-version = "2.6.0"
+version = "2.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8566979429cf69b49a5c740c60791108e86440e8be149bbea4fe54d2c32d6e2"
+checksum = "0e60eed09d8c01d3cee5b7d30acb059b76614c918fa0f992e0dd6eeb10daad6f"
 
 [[package]]
 name = "datafusion"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dae5f2abc725737d6e87b6d348a5aa2d0a77e4cf873045f004546da946e6e619"
+checksum = "014fc8c384ecacedaabb3bc8359c2a6c6e9d8f7bea65be3434eccacfc37f52d9"
 dependencies = [
- "ahash",
  "arrow",
  "arrow-array",
  "arrow-ipc",
@@ -2138,6 +2151,7 @@ dependencies = [
  "datafusion-functions",
  "datafusion-functions-aggregate",
  "datafusion-functions-nested",
+ "datafusion-functions-table",
  "datafusion-functions-window",
  "datafusion-optimizer",
  "datafusion-physical-expr",
@@ -2147,17 +2161,12 @@ dependencies = [
  "datafusion-sql",
  "futures",
  "glob",
- "half",
- "hashbrown 0.14.5",
- "indexmap 2.7.0",
  "itertools 0.13.0",
  "log",
- "num_cpus",
  "object_store 0.11.2",
  "parking_lot 0.12.3",
- "paste",
- "pin-project-lite",
  "rand 0.8.5",
+ "regex",
  "sqlparser",
  "tempfile",
  "tokio",
@@ -2167,9 +2176,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "998761705551f11ffa4ee692cc285b44eb1def6e0d28c4eaf5041b9e2810dc1e"
+checksum = "ee60d33e210ef96070377ae667ece7caa0e959c8387496773d4a1a72f1a5012e"
 dependencies = [
  "arrow-schema",
  "async-trait",
@@ -2182,50 +2191,54 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "11986f191e88d950f10a5cc512a598afba27d92e04a0201215ad60785005115a"
+checksum = "0b42b7d720fe21ed9cca2ebb635f3f13a12cfab786b41e0fba184fb2e620525b"
 dependencies = [
  "ahash",
  "arrow",
  "arrow-array",
  "arrow-buffer",
  "arrow-schema",
- "chrono",
  "half",
  "hashbrown 0.14.5",
- "instant",
+ "indexmap 2.7.1",
  "libc",
- "num_cpus",
+ "log",
  "object_store 0.11.2",
  "paste",
  "sqlparser",
  "tokio",
+ "web-time",
 ]
 
 [[package]]
 name = "datafusion-common-runtime"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "694c9d7ea1b82f95768215c4cb5c2d5c613690624e832a7ee64be563139d582f"
+checksum = "72fbf14d4079f7ce5306393084fe5057dddfdc2113577e0049310afa12e94281"
 dependencies = [
  "log",
  "tokio",
 ]
 
+[[package]]
+name = "datafusion-doc"
+version = "44.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c278dbd64860ed0bb5240fc1f4cb6aeea437153910aea69bcf7d5a8d6d0454f3"
+
 [[package]]
 name = "datafusion-execution"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30b4cedcd98151e0a297f34021b6b232ff0ebc0f2f18ea5e7446b5ebda99b1a1"
+checksum = "e22cb02af47e756468b3cbfee7a83e3d4f2278d452deb4b033ba933c75169486"
 dependencies = [
  "arrow",
- "chrono",
  "dashmap 6.1.0",
  "datafusion-common",
  "datafusion-expr",
  "futures",
- "hashbrown 0.14.5",
  "log",
  "object_store 0.11.2",
  "parking_lot 0.12.3",
@@ -2236,50 +2249,51 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a8dd114dc0296cacaee98ad3165724529fcca9a65b2875abcd447b9cc02b2b74"
+checksum = "62298eadb1d15b525df1315e61a71519ffc563d41d5c3b2a30fda2d70f77b93c"
 dependencies = [
- "ahash",
  "arrow",
- "arrow-array",
- "arrow-buffer",
  "chrono",
  "datafusion-common",
+ "datafusion-doc",
  "datafusion-expr-common",
  "datafusion-functions-aggregate-common",
+ "datafusion-functions-window-common",
  "datafusion-physical-expr-common",
+ "indexmap 2.7.1",
  "paste",
  "serde_json",
  "sqlparser",
- "strum",
- "strum_macros",
 ]
 
 [[package]]
 name = "datafusion-expr-common"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5d1ba2bb018218d9260bbd7de6a46a20f61b93d4911dba8aa07735625004c4fb"
+checksum = "dda7f73c5fc349251cd3dcb05773c5bf55d2505a698ef9d38dfc712161ea2f55"
 dependencies = [
  "arrow",
  "datafusion-common",
- "paste",
+ "itertools 0.13.0",
 ]
 
 [[package]]
 name = "datafusion-functions"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "547cb780a4ac51fd8e52c0fb9188bc16cea4e35aebf6c454bda0b82a7a417304"
+checksum = "fd197f3b2975424d3a4898ea46651be855a46721a56727515dbd5c9e2fb597da"
 dependencies = [
  "arrow",
  "arrow-buffer",
  "base64 0.22.1",
  "chrono",
  "datafusion-common",
+ "datafusion-doc",
  "datafusion-execution",
  "datafusion-expr",
+ "datafusion-expr-common",
+ "datafusion-macros",
  "hashbrown 0.14.5",
  "hex",
  "itertools 0.13.0",
@@ -2292,44 +2306,44 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e68cf5aa7ebcac08bd04bb709a9a6d4963eafd227da62b628133bc509c40f5a0"
+checksum = "aabbe48fba18f9981b134124381bee9e46f93518b8ad2f9721ee296cef5affb9"
 dependencies = [
  "ahash",
  "arrow",
  "arrow-schema",
  "datafusion-common",
+ "datafusion-doc",
  "datafusion-execution",
  "datafusion-expr",
  "datafusion-functions-aggregate-common",
+ "datafusion-macros",
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "half",
  "log",
  "paste",
- "sqlparser",
 ]
 
 [[package]]
 name = "datafusion-functions-aggregate-common"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2285d080dfecdfb8605b0ab2f1a41e2473208dc8e9bd6f5d1dbcfe97f517e6f"
+checksum = "d7a3fefed9c8c11268d446d924baca8cabf52fe32f73fdaa20854bac6473590c"
 dependencies = [
  "ahash",
  "arrow",
  "datafusion-common",
  "datafusion-expr-common",
  "datafusion-physical-expr-common",
- "rand 0.8.5",
 ]
 
 [[package]]
 name = "datafusion-functions-nested"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6b6ffbbb7cf7bf0c0e05eb6207023fef341cac83a593a5365a6fc83803c572a9"
+checksum = "6360f27464fab857bec698af39b2ae331dc07c8bf008fb4de387a19cdc6815a5"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -2345,106 +2359,139 @@ dependencies = [
  "itertools 0.13.0",
  "log",
  "paste",
- "rand 0.8.5",
+]
+
+[[package]]
+name = "datafusion-functions-table"
+version = "44.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5c35c070eb705c12795dab399c3809f4dfbc290678c624d3989490ca9b8449c1"
+dependencies = [
+ "arrow",
+ "async-trait",
+ "datafusion-catalog",
+ "datafusion-common",
+ "datafusion-expr",
+ "datafusion-physical-plan",
+ "parking_lot 0.12.3",
+ "paste",
 ]
 
 [[package]]
 name = "datafusion-functions-window"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e78d30ebd6e9f74d4aeddec32744f5a18b5f9584591bc586fb5259c4848bac5"
+checksum = "52229bca26b590b140900752226c829f15fc1a99840e1ca3ce1a9534690b82a8"
 dependencies = [
  "datafusion-common",
+ "datafusion-doc",
  "datafusion-expr",
+ "datafusion-functions-window-common",
+ "datafusion-macros",
+ "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "log",
+ "paste",
+]
+
+[[package]]
+name = "datafusion-functions-window-common"
+version = "44.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "367befc303b64a668a10ae6988a064a9289e1999e71a7f8e526b6e14d6bdd9d6"
+dependencies = [
+ "datafusion-common",
+ "datafusion-physical-expr-common",
+]
+
+[[package]]
+name = "datafusion-macros"
+version = "44.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f5de3c8f386ea991696553afe241a326ecbc3c98a12c562867e4be754d3a060c"
+dependencies = [
+ "quote",
+ "syn 2.0.96",
 ]
 
 [[package]]
 name = "datafusion-optimizer"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be172c44bf344df707e0c041fa3f41e6dc5fb0976f539c68bc442bca150ee58c"
+checksum = "53b520413906f755910422b016fb73884ae6e9e1b376de4f9584b6c0e031da75"
 dependencies = [
  "arrow",
- "async-trait",
  "chrono",
  "datafusion-common",
  "datafusion-expr",
  "datafusion-physical-expr",
- "hashbrown 0.14.5",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "itertools 0.13.0",
  "log",
- "paste",
+ "regex",
  "regex-syntax 0.8.5",
 ]
 
 [[package]]
 name = "datafusion-physical-expr"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "43b86b7fa0b8161c49b0f005b0df193fc6d9b65ceec675f155422cda5d1583ca"
+checksum = "acd6ddc378f6ad19af95ccd6790dec8f8e1264bc4c70e99ddc1830c1a1c78ccd"
 dependencies = [
  "ahash",
  "arrow",
  "arrow-array",
  "arrow-buffer",
- "arrow-ord",
  "arrow-schema",
- "arrow-string",
- "base64 0.22.1",
- "chrono",
  "datafusion-common",
- "datafusion-execution",
  "datafusion-expr",
  "datafusion-expr-common",
  "datafusion-functions-aggregate-common",
  "datafusion-physical-expr-common",
  "half",
  "hashbrown 0.14.5",
- "hex",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "itertools 0.13.0",
  "log",
  "paste",
  "petgraph",
- "regex",
 ]
 
 [[package]]
 name = "datafusion-physical-expr-common"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "242ba8a26351d9ca16295814c46743b0d1b00ec372174bdfbba991d0953dd596"
+checksum = "06e6c05458eccd74b4c77ed6a1fe63d52434240711de7f6960034794dad1caf5"
 dependencies = [
  "ahash",
  "arrow",
  "datafusion-common",
  "datafusion-expr-common",
  "hashbrown 0.14.5",
- "rand 0.8.5",
+ "itertools 0.13.0",
 ]
 
 [[package]]
 name = "datafusion-physical-optimizer"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "25ca088eb904bf1cfc9c5e5653110c70a6eaba43164085a9d180b35b77ce3b8b"
+checksum = "9dc3a82190f49c37d377f31317e07ab5d7588b837adadba8ac367baad5dc2351"
 dependencies = [
- "arrow-schema",
+ "arrow",
  "datafusion-common",
  "datafusion-execution",
+ "datafusion-expr-common",
  "datafusion-physical-expr",
  "datafusion-physical-plan",
  "itertools 0.13.0",
+ "log",
 ]
 
 [[package]]
 name = "datafusion-physical-plan"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4989a53b824abc759685eb643f4d604c2fc2fea4e2c309ac3473bea263ecbbeb"
+checksum = "6a6608bc9844b4ddb5ed4e687d173e6c88700b1d0482f43894617d18a1fe75da"
 dependencies = [
  "ahash",
  "arrow",
@@ -2458,38 +2505,36 @@ dependencies = [
  "datafusion-common-runtime",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-functions-aggregate",
- "datafusion-functions-aggregate-common",
+ "datafusion-functions-window-common",
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "futures",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "itertools 0.13.0",
  "log",
- "once_cell",
  "parking_lot 0.12.3",
  "pin-project-lite",
- "rand 0.8.5",
  "tokio",
 ]
 
 [[package]]
 name = "datafusion-sql"
-version = "42.2.0"
+version = "44.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "66b9b75b9da10ed656073ac0553708f17eb8fa5a7b065ef9848914c93150ab9e"
+checksum = "6a884061c79b33d0c8e84a6f4f4be8bdc12c0f53f5af28ddf5d6d95ac0b15fdc"
 dependencies = [
  "arrow",
  "arrow-array",
  "arrow-schema",
+ "bigdecimal",
  "datafusion-common",
  "datafusion-expr",
+ "indexmap 2.7.1",
  "log",
  "regex",
  "sqlparser",
- "strum",
 ]
 
 [[package]]
@@ -2611,9 +2656,9 @@ dependencies = [
 
 [[package]]
 name = "derive_utils"
-version = "0.14.2"
+version = "0.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "65f152f4b8559c4da5d574bafc7af85454d706b4c5fe8b530d508cacbb6807ea"
+checksum = "ccfae181bab5ab6c5478b2ccb69e4c68a02f8c3ec72f6616bfec9dbc599d2ee0"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2836,16 +2881,6 @@ version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5"
 
-[[package]]
-name = "erased-serde"
-version = "0.4.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "24e2389d65ab4fab27dc2a5de7b191e1f6617d1f1c8855c0dc569c94a4cbb18d"
-dependencies = [
- "serde",
- "typeid",
-]
-
 [[package]]
 name = "errno"
 version = "0.3.10"
@@ -3128,9 +3163,9 @@ dependencies = [
 
 [[package]]
 name = "fluvio-future"
-version = "0.7.0"
+version = "0.7.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0a28090046453db33a8bace0e1f71350b9878cd7fb576e48592ae8284bc83c7e"
+checksum = "e7673846b1e7fc5513b9a704ed868adbc007f6c4e2cb57ef5a3f9cefaebd7e4a"
 dependencies = [
  "anyhow",
  "async-io 2.4.0",
@@ -3139,11 +3174,11 @@ dependencies = [
  "async-trait",
  "cfg-if",
  "fluvio-wasm-timer",
- "futures-lite 2.5.0",
+ "futures-lite 2.6.0",
  "futures-util",
  "pin-project",
  "socket2 0.5.8",
- "thiserror 1.0.69",
+ "thiserror 2.0.11",
  "tracing",
  "ws_stream_wasm",
 ]
@@ -3393,15 +3428,15 @@ version = "0.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f7e180ac76c23b45e767bd7ae9579bc0bb458618c4bc71835926e098e61d15f8"
 dependencies = [
- "rustix 0.38.43",
+ "rustix 0.38.44",
  "windows-sys 0.52.0",
 ]
 
 [[package]]
 name = "fsst"
-version = "0.21.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f34bbaa1cf47fd292670f408541d1661268864f7e7556449bf81f8f220c7efcf"
+checksum = "f9de098cff2db523a8c066b07f818a3e5495067304f0d7298010f54e9d6acf7d"
 dependencies = [
  "rand 0.8.5",
 ]
@@ -3498,9 +3533,9 @@ dependencies = [
 
 [[package]]
 name = "futures-lite"
-version = "2.5.0"
+version = "2.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cef40d21ae2c515b51041df9ed313ed21e572df340ea58a922a0aefe7e8891a1"
+checksum = "f5edaec856126859abb19ed65f39e90fea3a9574b9707f13539acf4abf7eb532"
 dependencies = [
  "fastrand 2.3.0",
  "futures-core",
@@ -3653,7 +3688,7 @@ version = "0.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0bf760ebf69878d9fd8f110c89703d90ce35095324d1f1edcb595c63945ee757"
 dependencies = [
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
  "ignore",
  "walkdir",
 ]
@@ -3682,7 +3717,7 @@ dependencies = [
  "futures-sink",
  "futures-util",
  "http 0.2.12",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "slab",
  "tokio",
  "tokio-util",
@@ -3701,7 +3736,7 @@ dependencies = [
  "futures-core",
  "futures-sink",
  "http 1.2.0",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "slab",
  "tokio",
  "tokio-util",
@@ -4408,9 +4443,9 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.7.0"
+version = "2.7.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62f822373a4fe84d4bb149bf54e584a7f4abec90e072ed49cda0edea5b95471f"
+checksum = "8c9c992b02b5b4c94ea26e32fe5bccb7aa7d9f390ab5c1221ff895bc7ea8b652"
 dependencies = [
  "equivalent",
  "hashbrown 0.15.2",
@@ -4513,19 +4548,19 @@ dependencies = [
 
 [[package]]
 name = "ipnet"
-version = "2.10.1"
+version = "2.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ddc24109865250148c2e0f3d25d4f0f479571723792d3802153c60922a4fb708"
+checksum = "469fb0b9cefa57e3ef31275ee7cacb78f2fdca44e4765491884a2b119d4eb130"
 
 [[package]]
 name = "is-terminal"
-version = "0.4.13"
+version = "0.4.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "261f68e344040fbd0edea105bef17c66edf46f984ddb1115b775ce31be948f4b"
+checksum = "e19b23d53f35ce9f56aebc7d1bb4e6ac1e9c0db7ac85c8d1760c04379edced37"
 dependencies = [
  "hermit-abi 0.4.0",
  "libc",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -4570,6 +4605,15 @@ dependencies = [
  "either",
 ]
 
+[[package]]
+name = "itertools"
+version = "0.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2b192c782037fadd9cfa75548310488aabdbf3d2da73885b31bd0abd03351285"
+dependencies = [
+ "either",
+]
+
 [[package]]
 name = "itoa"
 version = "1.0.14"
@@ -4593,9 +4637,9 @@ checksum = "f5d4a7da358eff58addd2877a45865158f0d78c911d43a5784ceb7bbf52833b0"
 
 [[package]]
 name = "js-sys"
-version = "0.3.76"
+version = "0.3.77"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6717b6b5b077764fb5966237269cb3c64edddde4b14ce42647430a78ced9e7b7"
+checksum = "1cfaf33c695fc6e08064efbc1f72ec937429614f25eef83af942d0e227c3a28f"
 dependencies = [
  "once_cell",
  "wasm-bindgen",
@@ -4622,9 +4666,9 @@ dependencies = [
 
 [[package]]
 name = "lance"
-version = "0.21.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "511a34a9ab3ebd4765085b3e7c798478f71f49313f0f7f2e1502d5eb0410e9a2"
+checksum = "9e40ecb7cce0650475882e7664b4f71e4b9b98dd774dde79c10c63dea8a6b572"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4667,7 +4711,6 @@ dependencies = [
  "permutation",
  "pin-project",
  "prost",
- "prost-build",
  "prost-types",
  "rand 0.8.5",
  "roaring",
@@ -4684,9 +4727,9 @@ dependencies = [
 
 [[package]]
 name = "lance-arrow"
-version = "0.21.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "13fa23da6ee9a7a033e2107b5a0fd36ebeb7c7b8815b78bdce0b3d4efe076502"
+checksum = "bb03fcc2c113b11ade471cbc9668b04b47e91b870f4037938e08a1f329845728"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4703,9 +4746,9 @@ dependencies = [
 
 [[package]]
 name = "lance-core"
-version = "0.21.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9e03f1ca8ef7717afc7dd344e3d6e753bef11e24817d9d6f2f96ab8fb55643ea"
+checksum = "17576fbec975bb5790d15a68d5ec2d25fee490bef1c769a16353f7c2b9080976"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4741,9 +4784,9 @@ dependencies = [
 
 [[package]]
 name = "lance-datafusion"
-version = "0.21.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dea5e01685732dd362671d41ba01a097f8129af560375f79408ca92191c01b3c"
+checksum = "7c29c3b1ff51057181407f4924cc1117e633c4485a83ae6b2cb4d2252cf2bdba"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4768,9 +4811,9 @@ dependencies = [
 
 [[package]]
 name = "lance-encoding"
-version = "0.21.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2698859ae12010b81dac237e2667f22e193c93fcad2d55593ce10ee66e1710ac"
+checksum = "d884be9fb234f7fcd105f7f26232b8fa6d1c3037f893033846bb7a2a89d3a870"
 dependencies = [
  "arrayref",
  "arrow",
@@ -4808,9 +4851,9 @@ dependencies = [
 
 [[package]]
 name = "lance-file"
-version = "0.21.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "520081e62c90d36e938929a1bd24f68c5cb054d5178048f33289b29e5fde9333"
+checksum = "a440ab6b2b5d9da1b15794e0025a27fb8aa95e56adf80da27dacbf7597a57cea"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4844,9 +4887,9 @@ dependencies = [
 
 [[package]]
 name = "lance-index"
-version = "0.21.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d212a91d0d173b38e9d45cf880887ec8da742bcff4ed1c532bbbcefc62b56b30"
+checksum = "95f7fdf4c3edbc058a209626d89c0cdbed1d1a39fe6751ad4a4755800e5ab111"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4864,6 +4907,7 @@ dependencies = [
  "datafusion-physical-expr",
  "datafusion-sql",
  "deepsize",
+ "dirs",
  "futures",
  "half",
  "itertools 0.13.0",
@@ -4897,9 +4941,9 @@ dependencies = [
 
 [[package]]
 name = "lance-io"
-version = "0.21.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fed4bbf76de5f5bf567e06b638359917c49f5034a34c9512f51b3b5e91f47eed"
+checksum = "53cb1e5b74dc397950a6414737bffbf24f7aaf750ad2acb51c29d9fc0ea659e4"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4927,7 +4971,6 @@ dependencies = [
  "path_abs",
  "pin-project",
  "prost",
- "prost-build",
  "rand 0.8.5",
  "shellexpand",
  "snafu 0.7.5",
@@ -4938,9 +4981,9 @@ dependencies = [
 
 [[package]]
 name = "lance-linalg"
-version = "0.21.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "01999ddbe6b0386ad454f9397991cd683384b37e8ecdda1183a1fc94d10819c8"
+checksum = "4552b323849ec600443b2364df58ee259cbf615a4d451b90526723275930c58d"
 dependencies = [
  "arrow-array",
  "arrow-ord",
@@ -4963,9 +5006,9 @@ dependencies = [
 
 [[package]]
 name = "lance-table"
-version = "0.21.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c485bf55f5553208f80cf54be2195a1fabc8944418e58e9906b44a39c9cf46e8"
+checksum = "1c0e89bad7547eecf4fe4446bbbba6c5389832c59ecb3e388f661aaac8eb8104"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -5004,9 +5047,9 @@ dependencies = [
 
 [[package]]
 name = "lance-testing"
-version = "0.21.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "548ceb2657ea97c98af59a545d97fd28770866fbc615e6ad2c953e6bc101ad98"
+checksum = "e4dff14ccab4356ec8020da2dfd65f588a9e4226c26de680e7dd26b2f49871b9"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -5017,9 +5060,9 @@ dependencies = [
 
 [[package]]
 name = "lancedb"
-version = "0.14.1"
+version = "0.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5187d9824d610dbdb7f233670797ce41f83b448c1de9bdc3ea90a3d6a8b48389"
+checksum = "ba8d7dc3838a05decc395885aa73aa4ff063d76a9c3de00de1b4fcef7957fae4"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -5200,7 +5243,7 @@ version = "0.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c0ff37bd590ca25063e35af745c343cb7a0271906fb7b37e4813e8f79f00268d"
 dependencies = [
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
  "libc",
  "redox_syscall 0.5.8",
 ]
@@ -5258,9 +5301,9 @@ dependencies = [
 
 [[package]]
 name = "log"
-version = "0.4.24"
+version = "0.4.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3d6ea2a48c204030ee31a7d7fc72c93294c92fe87ecb1789881c9543516e1a0d"
+checksum = "04cbf5b083de1c7e0222a7a51dbfdba1cbe1c6ab0b15e29fff3f6c077fd9cd9f"
 dependencies = [
  "value-bag",
 ]
@@ -5271,7 +5314,7 @@ version = "2.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3b1058123f6262982b891dccc395cff0144d9439de366460b47fab719258b96e"
 dependencies = [
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
  "cfg-if",
  "cssparser",
  "encoding_rs",
@@ -5494,9 +5537,9 @@ checksum = "68354c5c6bd36d73ff3feceb05efa59b6acb7626617f4962be322a825e61f79a"
 
 [[package]]
 name = "miniz_oxide"
-version = "0.8.2"
+version = "0.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4ffbe83022cedc1d264172192511ae958937694cd57ce297164951b8b3568394"
+checksum = "b8402cab7aefae129c6977bb0ff1b8fd9a04eb5b51efc50a70bea51cda0c7924"
 dependencies = [
  "adler2",
  "simd-adler32",
@@ -5672,7 +5715,7 @@ version = "0.29.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "71e2746dc3a24dd78b3cfcb7be93368c6de9963d30f43a6a73998a9cf4b17b46"
 dependencies = [
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
  "cfg-if",
  "cfg_aliases",
  "libc",
@@ -5950,7 +5993,7 @@ version = "0.10.68"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6174bc48f102d208783c2c84bf931bb75927a617866870de8a4ea85597f871f5"
 dependencies = [
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
  "cfg-if",
  "foreign-types",
  "libc",
@@ -5972,9 +6015,9 @@ dependencies = [
 
 [[package]]
 name = "openssl-probe"
-version = "0.1.5"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff011a302c396a5197692431fc1948019154afc178baf7d8e37367442a4601cf"
+checksum = "d05e27ee213611ffe7d6348b942e8f942b37114c00cc03cec254295a4a17852e"
 
 [[package]]
 name = "openssl-sys"
@@ -6029,9 +6072,9 @@ dependencies = [
 
 [[package]]
 name = "outref"
-version = "0.5.1"
+version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4030760ffd992bef45b0ae3f10ce1aba99e33464c90d14dd7c039884963ddc7a"
+checksum = "1a80800c0488c3a21695ea981a54918fbb37abf04f4d0720c453632255e2ff0e"
 
 [[package]]
 name = "overload"
@@ -6104,9 +6147,9 @@ dependencies = [
 
 [[package]]
 name = "parquet"
-version = "53.3.0"
+version = "53.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b449890367085eb65d7d3321540abc3d7babbd179ce31df0016e90719114191"
+checksum = "8957c0c95a6a1804f3e51a18f69df29be53856a8c5768cc9b6d00fcafcd2917c"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -6257,7 +6300,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b4c5cc86750666a3ed20bdaf5ca2a0344f9c67674cae0515bec2da16fbaa47db"
 dependencies = [
  "fixedbitset",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
 ]
 
 [[package]]
@@ -6522,7 +6565,7 @@ dependencies = [
  "concurrent-queue",
  "hermit-abi 0.4.0",
  "pin-project-lite",
- "rustix 0.38.43",
+ "rustix 0.38.44",
  "tracing",
  "windows-sys 0.59.0",
 ]
@@ -6601,9 +6644,9 @@ dependencies = [
 
 [[package]]
 name = "prettyplease"
-version = "0.2.27"
+version = "0.2.29"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "483f8c21f64f3ea09fe0f30f5d48c3e8eefe5dac9129f0075f76593b4c1da705"
+checksum = "6924ced06e1f7dfe3fa48d57b9f74f55d8915f5036121bef647ef4b204895fac"
 dependencies = [
  "proc-macro2",
  "syn 2.0.96",
@@ -6717,7 +6760,7 @@ version = "0.9.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "57206b407293d2bcd3af849ce869d52068623f19e1b5ff8e8778e3309439682b"
 dependencies = [
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
  "memchr",
  "unicase",
 ]
@@ -6728,24 +6771,27 @@ version = "0.12.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f86ba2052aebccc42cbbb3ed234b8b13ce76f75c3551a303cb2bcffcff12bb14"
 dependencies = [
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
  "memchr",
  "unicase",
 ]
 
 [[package]]
 name = "qdrant-client"
-version = "1.12.1"
+version = "1.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bbff72d38eac3860f5888f02d4688690de6cdc77c901112d3b0788694afc1d37"
+checksum = "9b585625d1ef06478e97fe8d7170a3f32a1cba5dbf986ff136095a85a0ec3d91"
 dependencies = [
  "anyhow",
  "derive_builder",
+ "futures",
  "prost",
  "prost-types",
+ "semver",
  "serde",
  "serde_json",
  "thiserror 1.0.69",
+ "tokio",
  "tonic",
 ]
 
@@ -7078,18 +7124,16 @@ dependencies = [
 
 [[package]]
 name = "redis"
-version = "0.27.6"
+version = "0.28.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "09d8f99a4090c89cc489a94833c901ead69bfbf3877b4867d5482e321ee875bc"
+checksum = "e37ec3fd44bea2ec947ba6cc7634d7999a6590aca7c35827c250bc0de502bda6"
 dependencies = [
  "arc-swap",
- "async-trait",
  "backon",
  "bytes",
  "combine",
- "futures",
+ "futures-channel",
  "futures-util",
- "itertools 0.13.0",
  "itoa",
  "num-bigint",
  "percent-encoding",
@@ -7131,7 +7175,7 @@ version = "0.5.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "03a862b389f93e68874fbf580b9de08dd02facb9a788ebadaf4a3fd33cf58834"
 dependencies = [
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
 ]
 
 [[package]]
@@ -7382,11 +7426,11 @@ dependencies = [
 
 [[package]]
 name = "rustix"
-version = "0.38.43"
+version = "0.38.44"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a78891ee6bf2340288408954ac787aa063d8e8817e9f53abb37c695c6d834ef6"
+checksum = "fdb5bc1ae2baa591800df16c9ca78619bf65c0488b41b96ccec5d11220d8c154"
 dependencies = [
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
  "errno",
  "libc",
  "linux-raw-sys 0.4.15",
@@ -7582,7 +7626,7 @@ version = "2.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "897b2245f0b511c87893af39b033e5ca9cce68824c4d7e7630b5a1d339658d02"
 dependencies = [
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
  "core-foundation 0.9.4",
  "core-foundation-sys",
  "libc",
@@ -7595,7 +7639,7 @@ version = "3.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "271720403f46ca04f7ba6f55d438f8bd878d6b8ca0a1046e8228c4145bcbb316"
 dependencies = [
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
  "core-foundation 0.10.0",
  "core-foundation-sys",
  "libc",
@@ -7632,9 +7676,9 @@ dependencies = [
 
 [[package]]
 name = "semver"
-version = "1.0.24"
+version = "1.0.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3cb6eb87a131f756572d7fb904f6e7b68633f09cca868c5df1c4b8d1a694bbba"
+checksum = "f79dfe2d285b0488816f30e700a7438c5a73d816b5b7d3ac72fbc48b0d185e03"
 dependencies = [
  "serde",
 ]
@@ -7671,20 +7715,11 @@ dependencies = [
  "syn 2.0.96",
 ]
 
-[[package]]
-name = "serde_fmt"
-version = "1.0.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e1d4ddca14104cd60529e8c7f7ba71a2c8acd8f7f5cfcdc2faf97eeb7c3010a4"
-dependencies = [
- "serde",
-]
-
 [[package]]
 name = "serde_json"
-version = "1.0.135"
+version = "1.0.137"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b0d7ba2887406110130a978386c4e1befb98c674b4fba677954e4db976630d9"
+checksum = "930cfb6e6abf99298aaad7d29abbef7a9999a9a8806a40088f55f0dcec03146b"
 dependencies = [
  "itoa",
  "memchr",
@@ -7734,7 +7769,7 @@ dependencies = [
  "chrono",
  "hex",
  "indexmap 1.9.3",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "serde",
  "serde_derive",
  "serde_json",
@@ -7760,7 +7795,7 @@ version = "0.9.34+deprecated"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6a8b1a1a2ebf674015cc02edccce75287f1a0130d394307b36743c2f5d504b47"
 dependencies = [
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "itoa",
  "ryu",
  "serde",
@@ -7865,9 +7900,9 @@ dependencies = [
 
 [[package]]
 name = "similar"
-version = "2.6.0"
+version = "2.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1de1d4f81173b03af4c0cbed3c898f6bff5b870e4a7f5d6f4057d62a7a4b686e"
+checksum = "bbbb5d9659141646ae647b42fe094daf6c6192d1620870b449d9557f748b2daa"
 
 [[package]]
 name = "siphasher"
@@ -8005,9 +8040,9 @@ dependencies = [
 
 [[package]]
 name = "spider"
-version = "2.26.0"
+version = "2.26.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cb71e6fde49f96aafdc7626bd67538803481d6b4612bcddfe0e0c0853f4f576d"
+checksum = "4a0dcd28d58738776b72f135de707dadac42364b0c7f90471bd88ad95f18499f"
 dependencies = [
  "ahash",
  "aho-corasick",
@@ -8075,9 +8110,9 @@ dependencies = [
 
 [[package]]
 name = "sqlparser"
-version = "0.50.0"
+version = "0.53.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b2e5b515a2bd5168426033e9efbfd05500114833916f1d5c268f938b4ee130ac"
+checksum = "05a528114c392209b3264855ad491fcce534b94a38771b0a0b97a79379275ce8"
 dependencies = [
  "log",
  "sqlparser_derive",
@@ -8085,9 +8120,9 @@ dependencies = [
 
 [[package]]
 name = "sqlparser_derive"
-version = "0.2.2"
+version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "01b2e185515564f15375f593fb966b5718bc624ba77fe49fa4616ad619690554"
+checksum = "da5fc6819faabb412da764b99d3b713bb55083c11e7e0c00144d386cd6a1939c"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -8125,7 +8160,7 @@ dependencies = [
  "futures-util",
  "hashbrown 0.15.2",
  "hashlink",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "log",
  "memchr",
  "native-tls",
@@ -8190,7 +8225,7 @@ checksum = "4560278f0e00ce64938540546f59f590d60beee33fffbd3b9cd47851e5fff233"
 dependencies = [
  "atoi",
  "base64 0.22.1",
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
  "byteorder",
  "bytes",
  "chrono",
@@ -8234,7 +8269,7 @@ checksum = "c5b98a57f363ed6764d5b3a12bfedf62f07aa16e1856a7ddc2a0bb190a959613"
 dependencies = [
  "atoi",
  "base64 0.22.1",
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
  "byteorder",
  "chrono",
  "crc",
@@ -8424,84 +8459,6 @@ version = "2.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
 
-[[package]]
-name = "sval"
-version = "2.13.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f6dc0f9830c49db20e73273ffae9b5240f63c42e515af1da1fceefb69fceafd8"
-
-[[package]]
-name = "sval_buffer"
-version = "2.13.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "429922f7ad43c0ef8fd7309e14d750e38899e32eb7e8da656ea169dd28ee212f"
-dependencies = [
- "sval",
- "sval_ref",
-]
-
-[[package]]
-name = "sval_dynamic"
-version = "2.13.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68f16ff5d839396c11a30019b659b0976348f3803db0626f736764c473b50ff4"
-dependencies = [
- "sval",
-]
-
-[[package]]
-name = "sval_fmt"
-version = "2.13.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c01c27a80b6151b0557f9ccbe89c11db571dc5f68113690c1e028d7e974bae94"
-dependencies = [
- "itoa",
- "ryu",
- "sval",
-]
-
-[[package]]
-name = "sval_json"
-version = "2.13.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0deef63c70da622b2a8069d8600cf4b05396459e665862e7bdb290fd6cf3f155"
-dependencies = [
- "itoa",
- "ryu",
- "sval",
-]
-
-[[package]]
-name = "sval_nested"
-version = "2.13.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a39ce5976ae1feb814c35d290cf7cf8cd4f045782fe1548d6bc32e21f6156e9f"
-dependencies = [
- "sval",
- "sval_buffer",
- "sval_ref",
-]
-
-[[package]]
-name = "sval_ref"
-version = "2.13.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bb7c6ee3751795a728bc9316a092023529ffea1783499afbc5c66f5fabebb1fa"
-dependencies = [
- "sval",
-]
-
-[[package]]
-name = "sval_serde"
-version = "2.13.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a5572d0321b68109a343634e3a5d576bf131b82180c6c442dee06349dfc652a"
-dependencies = [
- "serde",
- "sval",
- "sval_nested",
-]
-
 [[package]]
 name = "swiftide"
 version = "0.17.2"
@@ -8563,7 +8520,7 @@ dependencies = [
  "derive_builder",
  "dyn-clone",
  "futures-util",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "lazy_static",
  "mockall",
  "pin-project",
@@ -8614,7 +8571,7 @@ dependencies = [
  "ignore",
  "indoc",
  "insta",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "mockall",
  "num_cpus",
  "serde",
@@ -8653,11 +8610,12 @@ dependencies = [
  "htmd",
  "indoc",
  "insta",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "lancedb",
  "mockall",
  "parquet",
  "pgvector",
+ "pretty_assertions",
  "qdrant-client",
  "redb",
  "redis",
@@ -8695,7 +8653,7 @@ version = "0.17.2"
 dependencies = [
  "anyhow",
  "async-trait",
- "convert_case 0.6.0",
+ "convert_case 0.7.1",
  "darling",
  "insta",
  "pretty_assertions",
@@ -8810,7 +8768,7 @@ version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3c879d448e9d986b661742763247d3693ed13609438cf3d006f51f5368a5ba6b"
 dependencies = [
- "bitflags 2.7.0",
+ "bitflags 2.8.0",
  "core-foundation 0.9.4",
  "system-configuration-sys",
 ]
@@ -9030,7 +8988,7 @@ dependencies = [
  "fastrand 2.3.0",
  "getrandom 0.2.15",
  "once_cell",
- "rustix 0.38.43",
+ "rustix 0.38.44",
  "windows-sys 0.59.0",
 ]
 
@@ -9111,9 +9069,9 @@ dependencies = [
 
 [[package]]
 name = "test-log"
-version = "0.2.16"
+version = "0.2.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3dffced63c2b5c7be278154d76b479f9f9920ed34e7574201407f0b14e2bbb93"
+checksum = "e7f46083d221181166e5b6f6b1e5f1d499f3a76888826e6cb1d057554157cd0f"
 dependencies = [
  "env_logger",
  "test-log-macros",
@@ -9122,9 +9080,9 @@ dependencies = [
 
 [[package]]
 name = "test-log-macros"
-version = "0.2.16"
+version = "0.2.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5999e24eaa32083191ba4e425deb75cdf25efefabe5aaccb7446dd0d4122a3f5"
+checksum = "888d0c3c6db53c0fdab160d2ed5e12ba745383d3e85813f2ea0f2b1475ab553f"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -9476,7 +9434,7 @@ version = "0.8.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a1ed1f98e3fdc28d6d910e6737ae6ab1a93bf1985935a1193e68f93eeb68d24e"
 dependencies = [
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "serde",
  "serde_spanned",
  "toml_datetime",
@@ -9498,7 +9456,7 @@ version = "0.22.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4ae48d6208a266e853d946088ed816055e556cc6028c5e8e2b84d9fa5dd7c7f5"
 dependencies = [
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "serde",
  "serde_spanned",
  "toml_datetime",
@@ -9752,9 +9710,9 @@ checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
 
 [[package]]
 name = "trybuild"
-version = "1.0.101"
+version = "1.0.103"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8dcd332a5496c026f1e14b7f3d2b7bd98e509660c04239c58b0ba38a12daded4"
+checksum = "b812699e0c4f813b872b373a4471717d9eb550da14b311058a4d9cf4173cbca6"
 dependencies = [
  "glob",
  "serde",
@@ -9775,12 +9733,6 @@ dependencies = [
  "static_assertions",
 ]
 
-[[package]]
-name = "typeid"
-version = "1.0.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0e13db2e0ccd5e14a544e8a246ba2312cd25223f616442d7f2cb0e3db614236e"
-
 [[package]]
 name = "typenum"
 version = "1.17.0"
@@ -9871,9 +9823,9 @@ checksum = "5c1cb5db39152898a79168971543b1cb5020dff7fe43c8dc468b0885f5e29df5"
 
 [[package]]
 name = "unicode-ident"
-version = "1.0.14"
+version = "1.0.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "adb9e6ca4f869e1180728b7950e35922a7fc6397f7b641499e8f3ef06e50dc83"
+checksum = "11cd88e12b17c6494200a9c1b683a04fcac9573ed74cd1b62aeb2727c5592243"
 
 [[package]]
 name = "unicode-normalization"
@@ -10001,9 +9953,9 @@ checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
 
 [[package]]
 name = "uuid"
-version = "1.11.1"
+version = "1.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b913a3b5fe84142e269d63cc62b64319ccaf89b748fc31fe025177f767a756c4"
+checksum = "b3758f5e68192bb96cc8f9b7e2c2cfdabb435499a28499a42f8f984092adad4b"
 dependencies = [
  "getrandom 0.2.15",
  "md-5",
@@ -10023,45 +9975,15 @@ dependencies = [
 
 [[package]]
 name = "valuable"
-version = "0.1.0"
+version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "830b7e5d4d90034032940e4ace0d9a9a057e7a45cd94e6c007832e39edb82f6d"
+checksum = "ba73ea9cf16a25df0c8caa16c51acb937d5712a8429db78a3ee29d5dcacd3a65"
 
 [[package]]
 name = "value-bag"
 version = "1.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3ef4c4aa54d5d05a279399bfa921ec387b7aba77caf7a682ae8d86785b8fdad2"
-dependencies = [
- "value-bag-serde1",
- "value-bag-sval2",
-]
-
-[[package]]
-name = "value-bag-serde1"
-version = "1.10.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4bb773bd36fd59c7ca6e336c94454d9c66386416734817927ac93d81cb3c5b0b"
-dependencies = [
- "erased-serde",
- "serde",
- "serde_fmt",
-]
-
-[[package]]
-name = "value-bag-sval2"
-version = "1.10.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53a916a702cac43a88694c97657d449775667bcd14b70419441d05b7fea4a83a"
-dependencies = [
- "sval",
- "sval_buffer",
- "sval_dynamic",
- "sval_fmt",
- "sval_json",
- "sval_ref",
- "sval_serde",
-]
 
 [[package]]
 name = "vcpkg"
@@ -10132,20 +10054,21 @@ checksum = "b8dad83b4f25e74f184f64c43b150b91efe7647395b42289f38e50566d82855b"
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.99"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a474f6281d1d70c17ae7aa6a613c87fce69a127e2624002df63dcb39d6cf6396"
+checksum = "1edc8929d7499fc4e8f0be2262a241556cfc54a0bea223790e71446f2aab1ef5"
 dependencies = [
  "cfg-if",
  "once_cell",
+ "rustversion",
  "wasm-bindgen-macro",
 ]
 
 [[package]]
 name = "wasm-bindgen-backend"
-version = "0.2.99"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f89bb38646b4f81674e8f5c3fb81b562be1fd936d84320f3264486418519c79"
+checksum = "2f0a0651a5c2bc21487bde11ee802ccaf4c51935d0d3d42a6101f98161700bc6"
 dependencies = [
  "bumpalo",
  "log",
@@ -10157,9 +10080,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-futures"
-version = "0.4.49"
+version = "0.4.50"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38176d9b44ea84e9184eff0bc34cc167ed044f816accfe5922e54d84cf48eca2"
+checksum = "555d470ec0bc3bb57890405e5d4322cc9ea83cebb085523ced7be4144dac1e61"
 dependencies = [
  "cfg-if",
  "js-sys",
@@ -10170,9 +10093,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.99"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2cc6181fd9a7492eef6fef1f33961e3695e4579b9872a6f7c83aee556666d4fe"
+checksum = "7fe63fc6d09ed3792bd0897b314f53de8e16568c2b3f7982f468c0bf9bd0b407"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -10180,9 +10103,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.99"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30d7a95b763d3c45903ed6c81f156801839e5ee968bb07e534c44df0fcd330c2"
+checksum = "8ae87ea40c9f689fc23f209965b6fb8a99ad69aeeb0231408be24920604395de"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -10193,9 +10116,12 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.99"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "943aab3fdaaa029a6e0271b35ea10b72b943135afe9bffca82384098ad0e06a6"
+checksum = "1a05d73b933a847d6cccdda8f838a22ff101ad9bf93e33684f39c1f5f0eece3d"
+dependencies = [
+ "unicode-ident",
+]
 
 [[package]]
 name = "wasm-streams"
@@ -10212,9 +10138,9 @@ dependencies = [
 
 [[package]]
 name = "web-sys"
-version = "0.3.76"
+version = "0.3.77"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "04dd7223427d52553d3702c004d3b2fe07c148165faa56313cb00211e31c12bc"
+checksum = "33b6dd2ef9186f1f2072e409e99cd22a975331a6b3591b12c764e0e55c60d5d2"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -10668,7 +10594,7 @@ checksum = "e105d177a3871454f754b33bb0ee637ecaaac997446375fd3e5d43a2ed00c909"
 dependencies = [
  "libc",
  "linux-raw-sys 0.4.15",
- "rustix 0.38.43",
+ "rustix 0.38.44",
 ]
 
 [[package]]
diff --git a/Cargo.toml b/Cargo.toml
index eb79729a..fc91454f 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -29,7 +29,7 @@ tokio-stream = { version = "0.1" }
 tracing = { version = "0.1", features = ["log"] }
 num_cpus = { version = "1.16" }
 pin-project = { version = "1.1" }
-itertools = { version = "0.13" }
+itertools = { version = "0.14" }
 serde = { version = "1.0", features = ["derive"] }
 serde_json = { version = "1.0" }
 strum = { version = "0.26" }
@@ -40,16 +40,16 @@ indoc = { version = "2.0" }
 regex = { version = "1.11.1" }
 uuid = { version = "1.11", features = ["v3", "v4", "serde"] }
 dyn-clone = { version = "1.0" }
-convert_case = "0.6.0"
+convert_case = "0.7.1"
 
 # Integrations
 spider = { version = "2.26" }
 async-openai = { version = "0.27.1" }
-qdrant-client = { version = "1.10", default-features = false, features = [
+qdrant-client = { version = "1.13", default-features = false, features = [
   "serde",
 ] }
 fluvio = { version = "0.24", default-features = false }
-lancedb = { version = "0.14", default-features = false }
+lancedb = { version = "0.15", default-features = false }
 arrow-array = { version = "53.3", default-features = false }
 arrow = { version = "53.3", default-features = false }
 parquet = { version = "53.3", default-features = false, features = ["async"] }
@@ -69,7 +69,7 @@ htmd = "0.1"
 ignore = "0.4"
 proc-macro2 = "1.0"
 quote = "1.0"
-redis = "0.27"
+redis = "0.28"
 reqwest = { version = "0.12.9", default-features = false }
 secrecy = "0.10.3"
 syn = "2.0"
diff --git a/swiftide-integrations/Cargo.toml b/swiftide-integrations/Cargo.toml
index dabe273f..dd580043 100644
--- a/swiftide-integrations/Cargo.toml
+++ b/swiftide-integrations/Cargo.toml
@@ -89,7 +89,7 @@ swiftide-test-utils = { path = "../swiftide-test-utils", features = [
   "test-utils",
 ] }
 temp-dir = { workspace = true }
-
+pretty_assertions = { workspace = true }
 arrow = { workspace = true, features = ["test_utils"] }
 
 # Used for hacking fluv to play nice
diff --git a/swiftide-integrations/src/qdrant/indexing_node.rs b/swiftide-integrations/src/qdrant/indexing_node.rs
index 48ac54b9..96bc6e20 100644
--- a/swiftide-integrations/src/qdrant/indexing_node.rs
+++ b/swiftide-integrations/src/qdrant/indexing_node.rs
@@ -73,6 +73,8 @@ fn try_create_vectors(
     vectors: HashMap<EmbeddedField, Embedding>,
     sparse_vectors: Option<HashMap<EmbeddedField, SparseEmbedding>>,
 ) -> Result<qdrant::Vectors> {
+    dbg!(&vector_fields);
+    dbg!(&vectors);
     if vectors.is_empty() {
         bail!("Node with empty vectors")
     } else if vectors.len() == 1 && sparse_vectors.is_none() {
@@ -113,13 +115,12 @@ fn try_create_vectors(
 mod tests {
     use std::collections::{HashMap, HashSet};
 
-    use qdrant_client::qdrant::{
-        vectors::VectorsOptions, NamedVectors, PointId, PointStruct, Value, Vector, Vectors,
-    };
+    use qdrant_client::qdrant::PointStruct;
     use swiftide_core::indexing::{EmbeddedField, Node};
     use test_case::test_case;
 
     use crate::qdrant::indexing_node::NodeWithVectors;
+    use pretty_assertions::assert_eq;
 
     static EXPECTED_UUID: &str = "d42d252d-671d-37ef-a157-8e85d0710610";
 
@@ -133,12 +134,11 @@ mod tests {
             .build().unwrap()
         ,
         HashSet::from([EmbeddedField::Combined]),
-        PointStruct { id: Some(PointId::from(EXPECTED_UUID)), payload: HashMap::from([
-            ("content".into(), Value::from("data")),
-            ("path".into(), Value::from("/path")),
-            ("m1".into(), Value::from("mv1"))]),
-            vectors: Some(Vectors { vectors_options: Some(VectorsOptions::Vector(Vector { data: vec![1.0], ..Default::default()} )) })
-        };
+        PointStruct::new(EXPECTED_UUID, vec![1.0], HashMap::from([
+            ("content", "data".into()),
+            ("path", "/path".into()),
+            ("m1", "mv1".into())])
+        );
         "Node with single vector creates struct with unnamed vector"
     )]
     #[test_case(
@@ -153,19 +153,15 @@ mod tests {
             .embed_mode(swiftide_core::indexing::EmbedMode::PerField)
             .build().unwrap(),
         HashSet::from([EmbeddedField::Chunk, EmbeddedField::Metadata("m1".into())]),
-        PointStruct { id: Some(PointId::from(EXPECTED_UUID)), payload: HashMap::from([
-            ("content".into(), Value::from("data")),
-            ("path".into(), Value::from("/path")),
-            ("m1".into(), Value::from("mv1"))]),
-            vectors: Some(Vectors { vectors_options: Some(VectorsOptions::Vectors(NamedVectors { vectors: HashMap::from([
-                ("Chunk".into(), qdrant_client::qdrant::Vector {
-                    data: vec![1.0], ..Default::default()
-                }),
-                ("Metadata: m1".into(), qdrant_client::qdrant::Vector {
-                    data: vec![2.0], ..Default::default()
-                })
-            ]) })) })
-        };
+        PointStruct::new(EXPECTED_UUID, HashMap::from([
+                ("Chunk".to_string(), vec![1.0]),
+                ("Metadata: m1".to_string(), vec![2.0])
+            ]),
+            HashMap::from([
+                ("content", "data".into()),
+                ("path", "/path".into()),
+                ("m1", "mv1".into())])
+        );
         "Node with multiple vectors creates struct with named vectors"
     )]
     #[test_case(
@@ -182,17 +178,16 @@ mod tests {
             .embed_mode(swiftide_core::indexing::EmbedMode::Both)
             .build().unwrap(),
         HashSet::from([EmbeddedField::Combined]),
-        PointStruct { id: Some(PointId::from(EXPECTED_UUID)), payload: HashMap::from([
-            ("content".into(), Value::from("data")),
-            ("path".into(), Value::from("/path")),
-            ("m1".into(), Value::from("mv1")),
-            ("m2".into(), Value::from("mv2"))]),
-            vectors: Some(Vectors { vectors_options: Some(VectorsOptions::Vectors(NamedVectors { vectors: HashMap::from([
-                ("Combined".into(), qdrant_client::qdrant::Vector {
-                    data: vec![1.0], ..Default::default()
-                })
-            ]) })) })
-        };
+        PointStruct::new(EXPECTED_UUID,
+            HashMap::from([
+                ("Combined".to_string(), vec![1.0]),
+            ]),
+            HashMap::from([
+                ("content", "data".into()),
+                ("path", "/path".into()),
+                ("m1", "mv1".into()),
+                ("m2", "mv2".into())])
+        );
         "Storing only `Combined` vector. Skipping other vectors."
     )]
     #[allow(clippy::needless_pass_by_value)]
@@ -214,6 +209,8 @@ mod tests {
             .payload
             .insert(last_updated_at_key.into(), last_updated_at.clone());
 
-        assert_eq!(point, expected_point);
+        assert_eq!(point.id, expected_point.id);
+        assert_eq!(point.payload, expected_point.payload);
+        assert_eq!(point.vectors, expected_point.vectors);
     }
 }
diff --git a/swiftide-integrations/src/qdrant/mod.rs b/swiftide-integrations/src/qdrant/mod.rs
index f81ed204..4d25b3bf 100644
--- a/swiftide-integrations/src/qdrant/mod.rs
+++ b/swiftide-integrations/src/qdrant/mod.rs
@@ -167,6 +167,11 @@ impl Qdrant {
         let size = config.vector_size.unwrap_or(self.vector_size);
         let distance = config.distance.unwrap_or(self.vector_distance);
 
+        tracing::debug!(
+            "Creating vector params: size={}, distance={:?}",
+            size,
+            distance
+        );
         qdrant::VectorParamsBuilder::new(size, distance).build()
     }
 
diff --git a/swiftide-integrations/src/qdrant/retrieve.rs b/swiftide-integrations/src/qdrant/retrieve.rs
index 890ee0f8..93ccb937 100644
--- a/swiftide-integrations/src/qdrant/retrieve.rs
+++ b/swiftide-integrations/src/qdrant/retrieve.rs
@@ -207,7 +207,7 @@ mod tests {
         (guard, qdrant_client)
     }
 
-    #[tokio::test]
+    #[test_log::test(tokio::test)]
     async fn test_retrieve_multiple_docs_and_filter() {
         let (_guard, qdrant_client) = setup().await;
 
diff --git a/swiftide-test-utils/src/test_utils.rs b/swiftide-test-utils/src/test_utils.rs
index 3ce54df6..77faa794 100644
--- a/swiftide-test-utils/src/test_utils.rs
+++ b/swiftide-test-utils/src/test_utils.rs
@@ -35,7 +35,7 @@ pub fn openai_client(
 /// Setup Qdrant container.
 /// Returns container server and `server_url`.
 pub async fn start_qdrant() -> (ContainerAsync<GenericImage>, String) {
-    let qdrant = testcontainers::GenericImage::new("qdrant/qdrant", "v1.12.1")
+    let qdrant = testcontainers::GenericImage::new("qdrant/qdrant", "v1.13.1")
         .with_exposed_port(6334.into())
         .with_exposed_port(6333.into())
         .with_wait_for(testcontainers::core::WaitFor::http(
diff --git a/swiftide/tests/indexing_pipeline.rs b/swiftide/tests/indexing_pipeline.rs
index 204fe457..fb7f7a4a 100644
--- a/swiftide/tests/indexing_pipeline.rs
+++ b/swiftide/tests/indexing_pipeline.rs
@@ -2,7 +2,7 @@
 //! The tests validate the functionality of the pipeline, ensuring it processes data correctly
 //! from a temporary file, simulates API responses, and stores data accurately in the Qdrant vector database.
 
-use qdrant_client::qdrant::vectors::VectorsOptions;
+use qdrant_client::qdrant::vectors_output::VectorsOptions;
 use qdrant_client::qdrant::{ScrollPointsBuilder, SearchPointsBuilder, Value};
 use swiftide::indexing::*;
 use swiftide::integrations;