diff --git a/Cargo.lock b/Cargo.lock
index d7dfe3da3..fa2590971 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -28,9 +28,9 @@ dependencies = [
 
 [[package]]
 name = "anstream"
-version = "0.6.12"
+version = "0.6.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96b09b5178381e0874812a9b157f7fe84982617e48f71f4e3235482775e5b540"
+checksum = "d96bd03f33fe50a863e394ee9718a706f988b9079b20c3784fb726e7678b62fb"
 dependencies = [
  "anstyle",
  "anstyle-parse",
@@ -139,7 +139,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f28243a43d821d11341ab73c80bed182dc015c514b951616cf79bd4af39af0c3"
 dependencies = [
  "concurrent-queue",
- "event-listener 5.1.0",
+ "event-listener 5.2.0",
  "event-listener-strategy 0.5.0",
  "futures-core",
  "pin-project-lite",
@@ -319,16 +319,7 @@ checksum = "c980ee35e870bd1a4d2c8294d4c04d0499e67bca1e4b5cefcc693c2fa00caea9"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.50",
-]
-
-[[package]]
-name = "atomic-polyfill"
-version = "1.0.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8cf2bce30dfe09ef0bfaef228b9d414faaf7e563035494d7fe092dba54b300f4"
-dependencies = [
- "critical-section",
+ "syn 2.0.52",
 ]
 
 [[package]]
@@ -338,7 +329,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b29ec3788e96fb4fdb275ccb9d62811f2fa903d76c5eb4dd6fe7d09a7ed5871f"
 dependencies = [
  "cfg-if",
- "rustc_version 0.3.3",
+ "rustc_version",
 ]
 
 [[package]]
@@ -429,7 +420,7 @@ dependencies = [
  "regex",
  "rustc-hash",
  "shlex",
- "syn 2.0.50",
+ "syn 2.0.52",
 ]
 
 [[package]]
@@ -498,9 +489,9 @@ dependencies = [
 
 [[package]]
 name = "bumpalo"
-version = "3.15.1"
+version = "3.15.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c764d619ca78fccbf3069b37bd7af92577f044bb15236036662d79b6559f25b7"
+checksum = "8ea184aa71bb362a1157c896979544cc23974e08fd265f29ea96b59f0b4a555b"
 
 [[package]]
 name = "bytemuck"
@@ -519,7 +510,7 @@ checksum = "965ab7eb5f8f97d2a083c799f3a1b994fc397b2fe2da5d1da1626ce15a39f2b1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.50",
+ "syn 2.0.52",
 ]
 
 [[package]]
@@ -544,11 +535,43 @@ dependencies = [
  "rand",
 ]
 
+[[package]]
+name = "camino"
+version = "1.1.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c59e92b5a388f549b863a7bea62612c09f24c8393560709a54558a9abdfb3b9c"
+dependencies = [
+ "serde",
+]
+
+[[package]]
+name = "cargo-platform"
+version = "0.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "694c8807f2ae16faecc43dc17d74b3eb042482789fd0eb64b39a2e04e087053f"
+dependencies = [
+ "serde",
+]
+
+[[package]]
+name = "cargo_metadata"
+version = "0.18.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2d886547e41f740c616ae73108f6eb70afe6d940c7bc697cb30f13daec073037"
+dependencies = [
+ "camino",
+ "cargo-platform",
+ "semver 1.0.22",
+ "serde",
+ "serde_json",
+ "thiserror",
+]
+
 [[package]]
 name = "cargo_toml"
-version = "0.16.3"
+version = "0.19.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3f9629bc6c4388ea699781dc988c2b99766d7679b151c81990b4fa1208fafd3"
+checksum = "3dc9f7a067415ab5058020f04c60ec7b557084dbec0e021217bbabc7a8d38d14"
 dependencies = [
  "serde",
  "toml",
@@ -556,9 +579,9 @@ dependencies = [
 
 [[package]]
 name = "cc"
-version = "1.0.86"
+version = "1.0.88"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7f9fa1897e4325be0d68d48df6aa1a71ac2ed4d27723887e7754192705350730"
+checksum = "02f341c093d19155a6e41631ce5971aac4e9a868262212153124c15fa22d1cdc"
 
 [[package]]
 name = "cexpr"
@@ -598,12 +621,13 @@ dependencies = [
 
 [[package]]
 name = "clap-cargo"
-version = "0.11.0"
+version = "0.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "25122ca6ebad5f53578c26638afd9f0160426969970dc37ec6c363ff6b082ebd"
+checksum = "f6e2fd20c8f8c7cc395f69a86a61eb9d93e1de8fadc00338508cde2ffc656388"
 dependencies = [
+ "anstyle",
+ "cargo_metadata",
  "clap",
- "doc-comment",
 ]
 
 [[package]]
@@ -625,7 +649,7 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn 2.0.50",
+ "syn 2.0.52",
 ]
 
 [[package]]
@@ -692,12 +716,6 @@ dependencies = [
  "cfg-if",
 ]
 
-[[package]]
-name = "critical-section"
-version = "1.1.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7059fff8937831a9ae6f0fe4d658ffabf58f2ca96aa9dec1c889f936f705f216"
-
 [[package]]
 name = "crossbeam"
 version = "0.8.4"
@@ -713,9 +731,9 @@ dependencies = [
 
 [[package]]
 name = "crossbeam-channel"
-version = "0.5.11"
+version = "0.5.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "176dc175b78f56c0f321911d9c8eb2b77a78a4860b9c19db83835fea1a46649b"
+checksum = "ab3db02a9c5b5121e1e42fbdb1aeb65f5e02624cc58c43f2884c6ccac0b82f95"
 dependencies = [
  "crossbeam-utils",
 ]
@@ -797,12 +815,6 @@ dependencies = [
  "std_detect",
 ]
 
-[[package]]
-name = "diff"
-version = "0.1.13"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56254986775e3233ffa9c4d7d3faaf6d36a2c09d30b20687e9f88bc8bafc16c8"
-
 [[package]]
 name = "digest"
 version = "0.10.7"
@@ -814,15 +826,6 @@ dependencies = [
  "subtle",
 ]
 
-[[package]]
-name = "dirs"
-version = "5.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "44c45a9d03d6676652bcb5e724c7e988de1acad23a711b5217ab9cbecbec2225"
-dependencies = [
- "dirs-sys",
-]
-
 [[package]]
 name = "dirs-next"
 version = "2.0.0"
@@ -833,18 +836,6 @@ dependencies = [
  "dirs-sys-next",
 ]
 
-[[package]]
-name = "dirs-sys"
-version = "0.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "520f05a5cbd335fae5a99ff7a6ab8627577660ee5cfd6a94a6a929b52ff0321c"
-dependencies = [
- "libc",
- "option-ext",
- "redox_users",
- "windows-sys 0.48.0",
-]
-
 [[package]]
 name = "dirs-sys-next"
 version = "0.1.2"
@@ -856,12 +847,6 @@ dependencies = [
  "winapi",
 ]
 
-[[package]]
-name = "doc-comment"
-version = "0.3.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fea41bba32d969b513997752735605054bc0dfa92b4c56bf1189f2e174be7a10"
-
 [[package]]
 name = "either"
 version = "1.10.0"
@@ -914,7 +899,7 @@ checksum = "f282cfdfe92516eb26c2af8589c274c7c17681f5ecc03c18255fe741c6aa64eb"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.50",
+ "syn 2.0.52",
 ]
 
 [[package]]
@@ -986,9 +971,9 @@ dependencies = [
 
 [[package]]
 name = "event-listener"
-version = "5.1.0"
+version = "5.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b7ad6fd685ce13acd6d9541a30f6db6567a7a24c9ffd4ba2955d29e3f22c8b27"
+checksum = "2b5fb89194fa3cad959b833185b3063ba881dbfc7030680b314250779fb4cc91"
 dependencies = [
  "concurrent-queue",
  "parking",
@@ -1011,7 +996,7 @@ version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "feedafcaa9b749175d5ac357452a9d41ea2911da598fde46ce1fe02c37751291"
 dependencies = [
- "event-listener 5.1.0",
+ "event-listener 5.2.0",
  "pin-project-lite",
 ]
 
@@ -1137,7 +1122,7 @@ checksum = "87750cf4b7a4c0625b1529e4c543c2182106e4dedc60a2a6455e00d212c489ac"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.50",
+ "syn 2.0.52",
 ]
 
 [[package]]
@@ -1235,9 +1220,9 @@ dependencies = [
 
 [[package]]
 name = "half"
-version = "1.8.2"
+version = "1.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eabb4a44450da02c90444cf74558da904edde8fb4e9035a9a6a4e15445af0bd7"
+checksum = "1b43ede17f21864e81be2fa654110bf1e793774238d86ef8555c37e6519c0403"
 
 [[package]]
 name = "half"
@@ -1256,9 +1241,9 @@ dependencies = [
 
 [[package]]
 name = "hash32"
-version = "0.2.1"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b0c35f58762feb77d74ebe43bdbc3210f09be9fe6742234d573bacc26ed92b67"
+checksum = "47d60b12902ba28e2730cd37e95b8c9223af2808df9e902d4df49588d1470606"
 dependencies = [
  "byteorder",
 ]
@@ -1271,14 +1256,11 @@ checksum = "290f1a1d9242c78d09ce40a5e87e7554ee637af1351968159f4952f028f75604"
 
 [[package]]
 name = "heapless"
-version = "0.7.17"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cdc6457c0eb62c71aac4bc17216026d8410337c4126773b9c5daba343f17964f"
+checksum = "0bfb9eb618601c89945a70e254898da93b13be0388091d42117462b265bb3fad"
 dependencies = [
- "atomic-polyfill",
  "hash32",
- "rustc_version 0.4.0",
- "spin",
  "stable_deref_trait",
 ]
 
@@ -1290,9 +1272,9 @@ checksum = "95505c38b4572b2d910cecb0281560f54b440a19336cbbcb27bf6ce6adc6f5a8"
 
 [[package]]
 name = "hermit-abi"
-version = "0.3.6"
+version = "0.3.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bd5256b483761cd23699d0da46cc6fd2ee3be420bbe6d020ae4a091e70b7e9fd"
+checksum = "d231dfb89cfffdbc30e7fc41579ed6066ad03abda9e567ccafae602b97ec5024"
 
 [[package]]
 name = "hmac"
@@ -1303,6 +1285,15 @@ dependencies = [
  "digest",
 ]
 
+[[package]]
+name = "home"
+version = "0.5.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e3d1354bf6b7235cb4a0576c2619fd4ed18183f689b12b006a0ee7329eeff9a5"
+dependencies = [
+ "windows-sys 0.52.0",
+]
+
 [[package]]
 name = "http"
 version = "0.2.11"
@@ -1388,7 +1379,7 @@ dependencies = [
  "httpdate",
  "itoa",
  "pin-project-lite",
- "socket2 0.5.5",
+ "socket2 0.5.6",
  "tokio",
  "tower-service",
  "tracing",
@@ -1443,9 +1434,9 @@ checksum = "ce23b50ad8242c51a442f3ff322d56b02f08852c77e4c0b4d3fd684abc89c683"
 
 [[package]]
 name = "indexmap"
-version = "2.2.3"
+version = "2.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "233cf39063f058ea2caae4091bf4a3ef70a653afbc026f5c4a4135d114e3c177"
+checksum = "7b0b929d511467233429c45a44ac1dcaa21ba0f5ba11e4879e6ed28ddb4f9df4"
 dependencies = [
  "equivalent",
  "hashbrown",
@@ -1485,22 +1476,11 @@ version = "2.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8f518f335dce6725a761382244631d86cf0ccb2863413590b31338feb467f9c3"
 
-[[package]]
-name = "is-terminal"
-version = "0.4.12"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f23ff5ef2b80d608d61efee834934d862cd92461afc0560dedf493e4c033738b"
-dependencies = [
- "hermit-abi",
- "libc",
- "windows-sys 0.52.0",
-]
-
 [[package]]
 name = "itertools"
-version = "0.10.5"
+version = "0.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b0fd2260e829bddf4cb6ea802289de2f86d6a7a690192fbe91b3f46e0f2c8473"
+checksum = "b1c173a5686ce8bfa551b3563d0c2170bf24ca44da99c7ca4bfdab5418c3fe57"
 dependencies = [
  "either",
 ]
@@ -1540,34 +1520,33 @@ dependencies = [
 
 [[package]]
 name = "lalrpop"
-version = "0.20.0"
+version = "0.20.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da4081d44f4611b66c6dd725e6de3169f9f63905421e8626fcb86b6a898998b8"
+checksum = "55cb077ad656299f160924eb2912aa147d7339ea7d69e1b5517326fdcec3c1ca"
 dependencies = [
  "ascii-canvas",
  "bit-set",
- "diff",
  "ena",
- "is-terminal",
- "itertools 0.10.5",
+ "itertools 0.11.0",
  "lalrpop-util",
  "petgraph",
  "pico-args",
  "regex",
- "regex-syntax 0.7.5",
+ "regex-syntax",
  "string_cache",
  "term",
  "tiny-keccak",
  "unicode-xid",
+ "walkdir",
 ]
 
 [[package]]
 name = "lalrpop-util"
-version = "0.20.0"
+version = "0.20.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f35c735096c0293d313e8f2a641627472b83d01b937177fe76e5e2708d31e0d"
+checksum = "507460a910eb7b32ee961886ff48539633b788a36b65692b95f225b844c82553"
 dependencies = [
- "regex",
+ "regex-automata",
 ]
 
 [[package]]
@@ -1645,9 +1624,9 @@ dependencies = [
 
 [[package]]
 name = "log"
-version = "0.4.20"
+version = "0.4.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b5e6163cb8c49088c2c36f57875e58ccd8c87c7427f7fbd50ea6710b2f3f2e8f"
+checksum = "90ed8c1e510134f979dbc4f070f87d4313098b704861a105fe34231c70a3901c"
 dependencies = [
  "value-bag",
 ]
@@ -1809,12 +1788,6 @@ version = "1.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3fdb12b2476b595f9358c5161aa467c2438859caa136dec86c26fdd2efe17b92"
 
-[[package]]
-name = "option-ext"
-version = "0.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "04744f49eae99ab78e0d5c0b603ab218f515ea8cfe5a456d7629ad883a3b6e7d"
-
 [[package]]
 name = "owo-colors"
 version = "3.5.0"
@@ -1895,8 +1868,8 @@ dependencies = [
 
 [[package]]
 name = "pgrx"
-version = "0.11.3"
-source = "git+https://github.com/tensorchord/pgrx.git?branch=v0.11.3-patch#1b6c64ec6046f8e02658430092a1edda74f86968"
+version = "0.12.0-alpha.1"
+source = "git+https://github.com/tensorchord/pgrx.git?branch=v0.12.0-alpha.1-patch#1a3459f597396a8d3dad0947a1d646f4cbe8e1ae"
 dependencies = [
  "atomic-traits",
  "bitflags 2.4.2",
@@ -1905,6 +1878,7 @@ dependencies = [
  "heapless",
  "libc",
  "once_cell",
+ "paste",
  "pgrx-macros",
  "pgrx-pg-sys",
  "pgrx-sql-entity-graph",
@@ -1919,43 +1893,43 @@ dependencies = [
 
 [[package]]
 name = "pgrx-macros"
-version = "0.11.3"
-source = "git+https://github.com/tensorchord/pgrx.git?branch=v0.11.3-patch#1b6c64ec6046f8e02658430092a1edda74f86968"
+version = "0.12.0-alpha.1"
+source = "git+https://github.com/tensorchord/pgrx.git?branch=v0.12.0-alpha.1-patch#1a3459f597396a8d3dad0947a1d646f4cbe8e1ae"
 dependencies = [
  "pgrx-sql-entity-graph",
  "proc-macro2",
  "quote",
- "syn 1.0.109",
+ "syn 2.0.52",
 ]
 
 [[package]]
 name = "pgrx-pg-config"
-version = "0.11.3"
-source = "git+https://github.com/tensorchord/pgrx.git?branch=v0.11.3-patch#1b6c64ec6046f8e02658430092a1edda74f86968"
+version = "0.12.0-alpha.1"
+source = "git+https://github.com/tensorchord/pgrx.git?branch=v0.12.0-alpha.1-patch#1a3459f597396a8d3dad0947a1d646f4cbe8e1ae"
 dependencies = [
  "cargo_toml",
- "dirs",
  "eyre",
+ "home",
  "owo-colors",
  "pathsearch",
  "serde",
  "serde_derive",
  "serde_json",
+ "thiserror",
  "toml",
  "url",
 ]
 
 [[package]]
 name = "pgrx-pg-sys"
-version = "0.11.3"
-source = "git+https://github.com/tensorchord/pgrx.git?branch=v0.11.3-patch#1b6c64ec6046f8e02658430092a1edda74f86968"
+version = "0.12.0-alpha.1"
+source = "git+https://github.com/tensorchord/pgrx.git?branch=v0.12.0-alpha.1-patch#1a3459f597396a8d3dad0947a1d646f4cbe8e1ae"
 dependencies = [
  "bindgen",
  "clang-sys",
  "eyre",
  "libc",
  "memoffset",
- "once_cell",
  "pgrx-macros",
  "pgrx-pg-config",
  "pgrx-sql-entity-graph",
@@ -1964,33 +1938,33 @@ dependencies = [
  "serde",
  "shlex",
  "sptr",
- "syn 1.0.109",
+ "syn 2.0.52",
  "walkdir",
 ]
 
 [[package]]
 name = "pgrx-sql-entity-graph"
-version = "0.11.3"
-source = "git+https://github.com/tensorchord/pgrx.git?branch=v0.11.3-patch#1b6c64ec6046f8e02658430092a1edda74f86968"
+version = "0.12.0-alpha.1"
+source = "git+https://github.com/tensorchord/pgrx.git?branch=v0.12.0-alpha.1-patch#1a3459f597396a8d3dad0947a1d646f4cbe8e1ae"
 dependencies = [
  "convert_case",
  "eyre",
  "petgraph",
  "proc-macro2",
  "quote",
- "syn 1.0.109",
+ "syn 2.0.52",
+ "thiserror",
  "unescape",
 ]
 
 [[package]]
 name = "pgrx-tests"
-version = "0.11.3"
-source = "git+https://github.com/tensorchord/pgrx.git?branch=v0.11.3-patch#1b6c64ec6046f8e02658430092a1edda74f86968"
+version = "0.12.0-alpha.1"
+source = "git+https://github.com/tensorchord/pgrx.git?branch=v0.12.0-alpha.1-patch#1a3459f597396a8d3dad0947a1d646f4cbe8e1ae"
 dependencies = [
  "clap-cargo",
  "eyre",
  "libc",
- "once_cell",
  "owo-colors",
  "pgrx",
  "pgrx-macros",
@@ -2193,7 +2167,7 @@ dependencies = [
  "rand",
  "rand_chacha",
  "rand_xorshift",
- "regex-syntax 0.8.2",
+ "regex-syntax",
  "rusty-fork",
  "tempfile",
  "unarray",
@@ -2271,9 +2245,9 @@ dependencies = [
 
 [[package]]
 name = "rayon"
-version = "1.8.1"
+version = "1.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fa7237101a77a10773db45d62004a272517633fbcc3df19d96455ede1122e051"
+checksum = "e4963ed1bc86e4f3ee217022bd855b297cef07fb9eac5dfa1f788b220b49b3bd"
 dependencies = [
  "either",
  "rayon-core",
@@ -2318,7 +2292,7 @@ dependencies = [
  "aho-corasick",
  "memchr",
  "regex-automata",
- "regex-syntax 0.8.2",
+ "regex-syntax",
 ]
 
 [[package]]
@@ -2329,15 +2303,9 @@ checksum = "5bb987efffd3c6d0d8f5f89510bb458559eab11e4f869acb20bf845e016259cd"
 dependencies = [
  "aho-corasick",
  "memchr",
- "regex-syntax 0.8.2",
+ "regex-syntax",
 ]
 
-[[package]]
-name = "regex-syntax"
-version = "0.7.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dbb5fb1acd8a1a18b3dd5be62d25485eb770e05afb408a9627d14d451bae12da"
-
 [[package]]
 name = "regex-syntax"
 version = "0.8.2"
@@ -2421,15 +2389,6 @@ dependencies = [
  "semver 0.11.0",
 ]
 
-[[package]]
-name = "rustc_version"
-version = "0.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bfa0f585226d2e68097d4f95d113b15b83a82e819ab25717ec0590d9584ef366"
-dependencies = [
- "semver 1.0.22",
-]
-
 [[package]]
 name = "rustix"
 version = "0.37.27"
@@ -2557,6 +2516,9 @@ name = "semver"
 version = "1.0.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "92d43fe69e652f3df9bdc2b85b2854a0825b86e4fb76bc44d945137d053639ca"
+dependencies = [
+ "serde",
+]
 
 [[package]]
 name = "semver-parser"
@@ -2597,7 +2559,7 @@ version = "0.11.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2bef2ebfde456fb76bbcf9f59315333decc4fda0b2b44b420243c11e0f5ec1f5"
 dependencies = [
- "half 1.8.2",
+ "half 1.8.3",
  "serde",
 ]
 
@@ -2609,7 +2571,7 @@ checksum = "7eb0b34b42edc17f6b7cac84a52a1c5f0e1bb2227e997ca9011ea3dd34e8610b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.50",
+ "syn 2.0.52",
 ]
 
 [[package]]
@@ -2745,12 +2707,12 @@ dependencies = [
 
 [[package]]
 name = "socket2"
-version = "0.5.5"
+version = "0.5.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7b5fac59a5cb5dd637972e5fca70daf0523c9067fcdc4842f053dae04a18f8e9"
+checksum = "05ffd9c0a93b7543e062e759284fcf5f5e3b098501104bfbdde4d404db792871"
 dependencies = [
  "libc",
- "windows-sys 0.48.0",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -2758,9 +2720,6 @@ name = "spin"
 version = "0.9.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6980e8d7511241f8acf4aebddbb1ff938df5eebe98691418c4468d0b72a96a67"
-dependencies = [
- "lock_api",
-]
 
 [[package]]
 name = "sptr"
@@ -2826,9 +2785,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.50"
+version = "2.0.52"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74f1bdc9872430ce9b75da68329d1c1746faf50ffac5f19e02b71e37ff881ffb"
+checksum = "b699d15b36d1f02c3e7c69f8ffef53de37aefae075d8488d4ba1a7788d574a07"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2891,9 +2850,9 @@ checksum = "cfb5fa503293557c5158bd215fdc225695e567a77e453f5d4452a50a193969bd"
 
 [[package]]
 name = "tempfile"
-version = "3.10.0"
+version = "3.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a365e8cd18e44762ef95d87f284f4b5cd04107fec2ff3052bd6a3e6069669e67"
+checksum = "85b77fafb263dd9d05cbeac119526425676db3784113aa9295c88498cbf8bff1"
 dependencies = [
  "cfg-if",
  "fastrand 2.0.1",
@@ -2929,7 +2888,7 @@ checksum = "a953cb265bef375dae3de6663da4d3804eee9682ea80d8e2542529b73c531c81"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.50",
+ "syn 2.0.52",
 ]
 
 [[package]]
@@ -2969,7 +2928,7 @@ dependencies = [
  "num_cpus",
  "pin-project-lite",
  "signal-hook-registry",
- "socket2 0.5.5",
+ "socket2 0.5.6",
  "tokio-macros",
  "windows-sys 0.48.0",
 ]
@@ -2982,7 +2941,7 @@ checksum = "5b8a1e28f2deaa14e508979454cb3a223b10b938b45af148bc0986de36f1923b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.50",
+ "syn 2.0.52",
 ]
 
 [[package]]
@@ -3005,7 +2964,7 @@ dependencies = [
  "postgres-protocol",
  "postgres-types",
  "rand",
- "socket2 0.5.5",
+ "socket2 0.5.6",
  "tokio",
  "tokio-util",
  "whoami",
@@ -3347,7 +3306,7 @@ dependencies = [
  "once_cell",
  "proc-macro2",
  "quote",
- "syn 2.0.50",
+ "syn 2.0.52",
  "wasm-bindgen-shared",
 ]
 
@@ -3381,7 +3340,7 @@ checksum = "642f325be6301eb8107a83d12a8ac6c1e1c54345a7ef1a9261962dfefda09e66"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.50",
+ "syn 2.0.52",
  "wasm-bindgen-backend",
  "wasm-bindgen-shared",
 ]
@@ -3464,7 +3423,7 @@ version = "0.52.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d"
 dependencies = [
- "windows-targets 0.52.0",
+ "windows-targets 0.52.4",
 ]
 
 [[package]]
@@ -3484,17 +3443,17 @@ dependencies = [
 
 [[package]]
 name = "windows-targets"
-version = "0.52.0"
+version = "0.52.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a18201040b24831fbb9e4eb208f8892e1f50a37feb53cc7ff887feb8f50e7cd"
+checksum = "7dd37b7e5ab9018759f893a1952c9420d060016fc19a472b4bb20d1bdd694d1b"
 dependencies = [
- "windows_aarch64_gnullvm 0.52.0",
- "windows_aarch64_msvc 0.52.0",
- "windows_i686_gnu 0.52.0",
- "windows_i686_msvc 0.52.0",
- "windows_x86_64_gnu 0.52.0",
- "windows_x86_64_gnullvm 0.52.0",
- "windows_x86_64_msvc 0.52.0",
+ "windows_aarch64_gnullvm 0.52.4",
+ "windows_aarch64_msvc 0.52.4",
+ "windows_i686_gnu 0.52.4",
+ "windows_i686_msvc 0.52.4",
+ "windows_x86_64_gnu 0.52.4",
+ "windows_x86_64_gnullvm 0.52.4",
+ "windows_x86_64_msvc 0.52.4",
 ]
 
 [[package]]
@@ -3505,9 +3464,9 @@ checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
 
 [[package]]
 name = "windows_aarch64_gnullvm"
-version = "0.52.0"
+version = "0.52.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cb7764e35d4db8a7921e09562a0304bf2f93e0a51bfccee0bd0bb0b666b015ea"
+checksum = "bcf46cf4c365c6f2d1cc93ce535f2c8b244591df96ceee75d8e83deb70a9cac9"
 
 [[package]]
 name = "windows_aarch64_msvc"
@@ -3517,9 +3476,9 @@ checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
 
 [[package]]
 name = "windows_aarch64_msvc"
-version = "0.52.0"
+version = "0.52.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bbaa0368d4f1d2aaefc55b6fcfee13f41544ddf36801e793edbbfd7d7df075ef"
+checksum = "da9f259dd3bcf6990b55bffd094c4f7235817ba4ceebde8e6d11cd0c5633b675"
 
 [[package]]
 name = "windows_i686_gnu"
@@ -3529,9 +3488,9 @@ checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
 
 [[package]]
 name = "windows_i686_gnu"
-version = "0.52.0"
+version = "0.52.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a28637cb1fa3560a16915793afb20081aba2c92ee8af57b4d5f28e4b3e7df313"
+checksum = "b474d8268f99e0995f25b9f095bc7434632601028cf86590aea5c8a5cb7801d3"
 
 [[package]]
 name = "windows_i686_msvc"
@@ -3541,9 +3500,9 @@ checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
 
 [[package]]
 name = "windows_i686_msvc"
-version = "0.52.0"
+version = "0.52.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ffe5e8e31046ce6230cc7215707b816e339ff4d4d67c65dffa206fd0f7aa7b9a"
+checksum = "1515e9a29e5bed743cb4415a9ecf5dfca648ce85ee42e15873c3cd8610ff8e02"
 
 [[package]]
 name = "windows_x86_64_gnu"
@@ -3553,9 +3512,9 @@ checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
 
 [[package]]
 name = "windows_x86_64_gnu"
-version = "0.52.0"
+version = "0.52.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3d6fa32db2bc4a2f5abeacf2b69f7992cd09dca97498da74a151a3132c26befd"
+checksum = "5eee091590e89cc02ad514ffe3ead9eb6b660aedca2183455434b93546371a03"
 
 [[package]]
 name = "windows_x86_64_gnullvm"
@@ -3565,9 +3524,9 @@ checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
 
 [[package]]
 name = "windows_x86_64_gnullvm"
-version = "0.52.0"
+version = "0.52.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a657e1e9d3f514745a572a6846d3c7aa7dbe1658c056ed9c3344c4109a6949e"
+checksum = "77ca79f2451b49fa9e2af39f0747fe999fcda4f5e241b2898624dca97a1f2177"
 
 [[package]]
 name = "windows_x86_64_msvc"
@@ -3577,15 +3536,15 @@ checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
 
 [[package]]
 name = "windows_x86_64_msvc"
-version = "0.52.0"
+version = "0.52.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dff9641d1cd4be8d1a070daf9e3773c5f67e78b4d9d42263020c057706765c04"
+checksum = "32b752e52a2da0ddfbdbcc6fceadfeede4c939ed16d13e648833a61dfb611ed8"
 
 [[package]]
 name = "winnow"
-version = "0.6.2"
+version = "0.6.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a4191c47f15cc3ec71fcb4913cb83d58def65dd3787610213c649283b5ce178"
+checksum = "dffa400e67ed5a4dd237983829e66475f0a4a26938c4b04c21baede6262215b8"
 dependencies = [
  "memchr",
 ]
diff --git a/Cargo.toml b/Cargo.toml
index de85e0490..e00aeb519 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -40,17 +40,17 @@ service = { path = "crates/service" }
 embedding = { path = "crates/embedding" }
 interprocess_atomic_wait = { path = "crates/interprocess-atomic-wait" }
 memfd = { path = "crates/memfd" }
-pgrx = { version = "0.11.3", default-features = false, features = [] }
+pgrx = { version = "0.12.0-alpha.1", default-features = false, features = [] }
 env_logger = "0.11.2"
 toml = "0.8.10"
 
 [dev-dependencies]
-pgrx-tests = "0.11.3"
+pgrx-tests = "0.12.0-alpha.1"
 httpmock = "0.7"
 
 [patch.crates-io]
-pgrx = { git = "https://github.com/tensorchord/pgrx.git", branch = "v0.11.3-patch" }
-pgrx-tests = { git = "https://github.com/tensorchord/pgrx.git", branch = "v0.11.3-patch" }
+pgrx = { git = "https://github.com/tensorchord/pgrx.git", branch = "v0.12.0-alpha.1-patch" }
+pgrx-tests = { git = "https://github.com/tensorchord/pgrx.git", branch = "v0.12.0-alpha.1-patch" }
 
 [lints]
 rust.unsafe_op_in_unsafe_fn = "deny"
diff --git a/src/bin/pgrx_embed.rs b/src/bin/pgrx_embed.rs
index 901992218..5f5c4d858 100644
--- a/src/bin/pgrx_embed.rs
+++ b/src/bin/pgrx_embed.rs
@@ -1,12 +1 @@
-macro_rules! pgrx_embed {
-    () => {
-        #[cfg(not(pgrx_embed))]
-        fn main() {
-            panic!("PGRX_EMBED was not set.");
-        }
-        #[cfg(pgrx_embed)]
-        include!(env!("PGRX_EMBED"));
-    };
-}
-
-pgrx_embed!();
+::pgrx::pgrx_embed!();
diff --git a/src/sql/finalize.sql b/src/sql/finalize.sql
index ebbf9ed73..f609266e1 100644
--- a/src/sql/finalize.sql
+++ b/src/sql/finalize.sql
@@ -44,9 +44,9 @@ CREATE TYPE svector (
 CREATE TYPE bvector (
     INPUT = _vectors_bvecf32_in,
     OUTPUT = _vectors_bvecf32_out,
-	RECEIVE = _vectors_bvecf32_recv,
-	SEND = _vectors_bvecf32_send,
-	SUBSCRIPT = _vectors_bvecf32_subscript,
+    RECEIVE = _vectors_bvecf32_recv,
+    SEND = _vectors_bvecf32_send,
+    SUBSCRIPT = _vectors_bvecf32_subscript,
     TYPMOD_IN = _vectors_typmod_in,
     TYPMOD_OUT = _vectors_typmod_out,
     STORAGE = EXTERNAL,
@@ -107,21 +107,21 @@ CREATE OPERATOR - (
 );
 
 CREATE OPERATOR & (
-	PROCEDURE = _vectors_bvecf32_operator_and,
-	LEFTARG = bvector,
-	RIGHTARG = bvector
+    PROCEDURE = _vectors_bvecf32_operator_and,
+    LEFTARG = bvector,
+    RIGHTARG = bvector
 );
 
 CREATE OPERATOR | (
-	PROCEDURE = _vectors_bvecf32_operator_or,
-	LEFTARG = bvector,
-	RIGHTARG = bvector
+    PROCEDURE = _vectors_bvecf32_operator_or,
+    LEFTARG = bvector,
+    RIGHTARG = bvector
 );
 
 CREATE OPERATOR ^ (
-	PROCEDURE = _vectors_bvecf32_operator_xor,
-	LEFTARG = bvector,
-	RIGHTARG = bvector
+    PROCEDURE = _vectors_bvecf32_operator_xor,
+    LEFTARG = bvector,
+    RIGHTARG = bvector
 );
 
 CREATE OPERATOR = (
@@ -155,13 +155,13 @@ CREATE OPERATOR = (
 );
 
 CREATE OPERATOR = (
-	PROCEDURE = _vectors_bvecf32_operator_eq,
-	LEFTARG = bvector,
-	RIGHTARG = bvector,
-	COMMUTATOR = =,
-	NEGATOR = <>,
-	RESTRICT = eqsel,
-	JOIN = eqjoinsel
+    PROCEDURE = _vectors_bvecf32_operator_eq,
+    LEFTARG = bvector,
+    RIGHTARG = bvector,
+    COMMUTATOR = =,
+    NEGATOR = <>,
+    RESTRICT = eqsel,
+    JOIN = eqjoinsel
 );
 
 CREATE OPERATOR <> (
@@ -195,13 +195,13 @@ CREATE OPERATOR <> (
 );
 
 CREATE OPERATOR <> (
-	PROCEDURE = _vectors_bvecf32_operator_neq,
-	LEFTARG = bvector,
-	RIGHTARG = bvector,
-	COMMUTATOR = <>,
-	NEGATOR = =,
-	RESTRICT = eqsel,
-	JOIN = eqjoinsel
+    PROCEDURE = _vectors_bvecf32_operator_neq,
+    LEFTARG = bvector,
+    RIGHTARG = bvector,
+    COMMUTATOR = <>,
+    NEGATOR = =,
+    RESTRICT = eqsel,
+    JOIN = eqjoinsel
 );
 
 CREATE OPERATOR < (
@@ -235,13 +235,13 @@ CREATE OPERATOR < (
 );
 
 CREATE OPERATOR < (
-	PROCEDURE = _vectors_bvecf32_operator_lt,
-	LEFTARG = bvector,
-	RIGHTARG = bvector,
-	COMMUTATOR = >,
-	NEGATOR = >=,
-	RESTRICT = scalarltsel,
-	JOIN = scalarltjoinsel
+    PROCEDURE = _vectors_bvecf32_operator_lt,
+    LEFTARG = bvector,
+    RIGHTARG = bvector,
+    COMMUTATOR = >,
+    NEGATOR = >=,
+    RESTRICT = scalarltsel,
+    JOIN = scalarltjoinsel
 );
 
 CREATE OPERATOR > (
@@ -275,13 +275,13 @@ CREATE OPERATOR > (
 );
 
 CREATE OPERATOR > (
-	PROCEDURE = _vectors_bvecf32_operator_gt,
-	LEFTARG = bvector,
-	RIGHTARG = bvector,
-	COMMUTATOR = <,
-	NEGATOR = <=,
-	RESTRICT = scalargtsel,
-	JOIN = scalargtjoinsel
+    PROCEDURE = _vectors_bvecf32_operator_gt,
+    LEFTARG = bvector,
+    RIGHTARG = bvector,
+    COMMUTATOR = <,
+    NEGATOR = <=,
+    RESTRICT = scalargtsel,
+    JOIN = scalargtjoinsel
 );
 
 CREATE OPERATOR <= (
@@ -315,13 +315,13 @@ CREATE OPERATOR <= (
 );
 
 CREATE OPERATOR <= (
-	PROCEDURE = _vectors_bvecf32_operator_lte,
-	LEFTARG = bvector,
-	RIGHTARG = bvector,
-	COMMUTATOR = >=,
-	NEGATOR = >,
-	RESTRICT = scalarltsel,
-	JOIN = scalarltjoinsel
+    PROCEDURE = _vectors_bvecf32_operator_lte,
+    LEFTARG = bvector,
+    RIGHTARG = bvector,
+    COMMUTATOR = >=,
+    NEGATOR = >,
+    RESTRICT = scalarltsel,
+    JOIN = scalarltjoinsel
 );
 
 CREATE OPERATOR >= (
@@ -355,13 +355,13 @@ CREATE OPERATOR >= (
 );
 
 CREATE OPERATOR >= (
-	PROCEDURE = _vectors_bvecf32_operator_gte,
-	LEFTARG = bvector,
-	RIGHTARG = bvector,
-	COMMUTATOR = <=,
-	NEGATOR = <,
-	RESTRICT = scalargtsel,
-	JOIN = scalargtjoinsel
+    PROCEDURE = _vectors_bvecf32_operator_gte,
+    LEFTARG = bvector,
+    RIGHTARG = bvector,
+    COMMUTATOR = <=,
+    NEGATOR = <,
+    RESTRICT = scalargtsel,
+    JOIN = scalargtjoinsel
 );
 
 CREATE OPERATOR <-> (
@@ -386,10 +386,10 @@ CREATE OPERATOR <-> (
 );
 
 CREATE OPERATOR <-> (
-	PROCEDURE = _vectors_bvecf32_operator_l2,
-	LEFTARG = bvector,
-	RIGHTARG = bvector,
-	COMMUTATOR = <->
+    PROCEDURE = _vectors_bvecf32_operator_l2,
+    LEFTARG = bvector,
+    RIGHTARG = bvector,
+    COMMUTATOR = <->
 );
 
 CREATE OPERATOR <#> (
@@ -414,10 +414,10 @@ CREATE OPERATOR <#> (
 );
 
 CREATE OPERATOR <#> (
-	PROCEDURE = _vectors_bvecf32_operator_dot,
-	LEFTARG = bvector,
-	RIGHTARG = bvector,
-	COMMUTATOR = <#>
+    PROCEDURE = _vectors_bvecf32_operator_dot,
+    LEFTARG = bvector,
+    RIGHTARG = bvector,
+    COMMUTATOR = <#>
 );
 
 CREATE OPERATOR <=> (
@@ -442,17 +442,17 @@ CREATE OPERATOR <=> (
 );
 
 CREATE OPERATOR <=> (
-	PROCEDURE = _vectors_bvecf32_operator_cosine,
-	LEFTARG = bvector,
-	RIGHTARG = bvector,
-	COMMUTATOR = <=>
+    PROCEDURE = _vectors_bvecf32_operator_cosine,
+    LEFTARG = bvector,
+    RIGHTARG = bvector,
+    COMMUTATOR = <=>
 );
 
 CREATE OPERATOR <~> (
-	PROCEDURE = _vectors_bvecf32_operator_jaccard,
-	LEFTARG = bvector,
-	RIGHTARG = bvector,
-	COMMUTATOR = <~>
+    PROCEDURE = _vectors_bvecf32_operator_jaccard,
+    LEFTARG = bvector,
+    RIGHTARG = bvector,
+    COMMUTATOR = <~>
 );
 
 -- List of functions
@@ -578,20 +578,20 @@ CREATE OPERATOR CLASS svector_cos_ops
     OPERATOR 1 <=> (svector, svector) FOR ORDER BY float_ops;
 
 CREATE OPERATOR CLASS bvector_l2_ops
-	FOR TYPE bvector USING vectors AS
-	OPERATOR 1 <-> (bvector, bvector) FOR ORDER BY float_ops;
+    FOR TYPE bvector USING vectors AS
+    OPERATOR 1 <-> (bvector, bvector) FOR ORDER BY float_ops;
 
 CREATE OPERATOR CLASS bvector_dot_ops
-	FOR TYPE bvector USING vectors AS
-	OPERATOR 1 <#> (bvector, bvector) FOR ORDER BY float_ops;
+    FOR TYPE bvector USING vectors AS
+    OPERATOR 1 <#> (bvector, bvector) FOR ORDER BY float_ops;
 
 CREATE OPERATOR CLASS bvector_cos_ops
-	FOR TYPE bvector USING vectors AS
-	OPERATOR 1 <=> (bvector, bvector) FOR ORDER BY float_ops;
+    FOR TYPE bvector USING vectors AS
+    OPERATOR 1 <=> (bvector, bvector) FOR ORDER BY float_ops;
 
 CREATE OPERATOR CLASS bvector_jaccard_ops
-	FOR TYPE bvector USING vectors AS
-	OPERATOR 1 <~> (bvector, bvector) FOR ORDER BY float_ops;
+    FOR TYPE bvector USING vectors AS
+    OPERATOR 1 <~> (bvector, bvector) FOR ORDER BY float_ops;
 
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