diff --git a/Cargo.lock b/Cargo.lock
index 37f0293..e3f1763 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -181,16 +181,16 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e4754a624e5ae42081f464514be454b39711daae0458906dacde5f4c632f33a8"
 dependencies = [
  "arrow-arith",
- "arrow-array",
- "arrow-buffer",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
  "arrow-cast",
  "arrow-csv",
- "arrow-data",
+ "arrow-data 57.3.0",
  "arrow-ipc",
  "arrow-json",
  "arrow-ord",
  "arrow-row",
- "arrow-schema",
+ "arrow-schema 57.3.0",
  "arrow-select",
  "arrow-string",
 ]
@@ -201,10 +201,10 @@ version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f7b3141e0ec5145a22d8694ea8b6d6f69305971c4fa1c1a13ef0195aef2d678b"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
  "chrono",
  "num-traits",
 ]
@@ -216,9 +216,9 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4c8955af33b25f3b175ee10af580577280b4bd01f7e823d94c7cdef7cf8c9aef"
 dependencies = [
  "ahash",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
  "chrono",
  "chrono-tz",
  "half",
@@ -228,6 +228,24 @@ dependencies = [
  "num-traits",
 ]
 
+[[package]]
+name = "arrow-array"
+version = "58.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "841321891f247aa86c6112c80d83d89cb36e0addd020fa2425085b8eb6c3f579"
+dependencies = [
+ "ahash",
+ "arrow-buffer 58.2.0",
+ "arrow-data 58.2.0",
+ "arrow-schema 58.2.0",
+ "chrono",
+ "half",
+ "hashbrown 0.17.0",
+ "num-complex",
+ "num-integer",
+ "num-traits",
+]
+
 [[package]]
 name = "arrow-buffer"
 version = "57.3.0"
@@ -240,17 +258,29 @@ dependencies = [
  "num-traits",
 ]
 
+[[package]]
+name = "arrow-buffer"
+version = "58.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f955dfb73fae000425f49c8226d2044dab60fb7ad4af1e24f961756354d996c9"
+dependencies = [
+ "bytes",
+ "half",
+ "num-bigint",
+ "num-traits",
+]
+
 [[package]]
 name = "arrow-cast"
 version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "646bbb821e86fd57189c10b4fcdaa941deaf4181924917b0daa92735baa6ada5"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
  "arrow-ord",
- "arrow-schema",
+ "arrow-schema 57.3.0",
  "arrow-select",
  "atoi",
  "base64 0.22.1",
@@ -268,9 +298,9 @@ version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8da746f4180004e3ce7b83c977daf6394d768332349d3d913998b10a120b790a"
 dependencies = [
- "arrow-array",
+ "arrow-array 57.3.0",
  "arrow-cast",
- "arrow-schema",
+ "arrow-schema 57.3.0",
  "chrono",
  "csv",
  "csv-core",
@@ -283,8 +313,21 @@ version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1fdd994a9d28e6365aa78e15da3f3950c0fdcea6b963a12fa1c391afb637b304"
 dependencies = [
- "arrow-buffer",
- "arrow-schema",
+ "arrow-buffer 57.3.0",
+ "arrow-schema 57.3.0",
+ "half",
+ "num-integer",
+ "num-traits",
+]
+
+[[package]]
+name = "arrow-data"
+version = "58.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "db3b5846209775b6dc8056d77ff9a032b27043383dd5488abd0b663e265b9373"
+dependencies = [
+ "arrow-buffer 58.2.0",
+ "arrow-schema 58.2.0",
  "half",
  "num-integer",
  "num-traits",
@@ -296,10 +339,10 @@ version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "abf7df950701ab528bf7c0cf7eeadc0445d03ef5d6ffc151eaae6b38a58feff1"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
  "arrow-select",
  "flatbuffers",
  "lz4_flex 0.12.1",
@@ -312,11 +355,11 @@ version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0ff8357658bedc49792b13e2e862b80df908171275f8e6e075c460da5ee4bf86"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
  "arrow-cast",
- "arrow-data",
- "arrow-schema",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
  "chrono",
  "half",
  "indexmap 2.13.0",
@@ -336,10 +379,10 @@ version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f7d8f1870e03d4cbed632959498bcc84083b5a24bded52905ae1695bd29da45b"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
  "arrow-select",
 ]
 
@@ -349,10 +392,10 @@ version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "18228633bad92bff92a95746bbeb16e5fc318e8382b75619dec26db79e4de4c0"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
  "half",
 ]
 
@@ -367,6 +410,12 @@ dependencies = [
  "serde_json",
 ]
 
+[[package]]
+name = "arrow-schema"
+version = "58.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "18aa020f6bc8e5201dcd2d4b7f98c68f8a410ef37128263243e6ff2a47a67d4f"
+
 [[package]]
 name = "arrow-select"
 version = "57.3.0"
@@ -374,10 +423,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "68bf3e3efbd1278f770d67e5dc410257300b161b93baedb3aae836144edcaf4b"
 dependencies = [
  "ahash",
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
  "num-traits",
 ]
 
@@ -387,10 +436,10 @@ version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "85e968097061b3c0e9fe3079cf2e703e487890700546b5b0647f60fca1b5a8d8"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
  "arrow-select",
  "memchr",
  "num-traits",
@@ -1270,7 +1319,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ea28305c211e3541c9cfcf06a23d0d8c7c824b4502ed1fdf0a6ff4ad24ee531c"
 dependencies = [
  "arrow",
- "arrow-schema",
+ "arrow-schema 57.3.0",
  "async-trait",
  "bytes",
  "chrono",
@@ -1560,7 +1609,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "11aa2c492ac046397b36d57c62a72982aad306495bbcbcdbcabd424d4a2fe245"
 dependencies = [
  "arrow",
- "arrow-buffer",
+ "arrow-buffer 57.3.0",
  "base64 0.22.1",
  "blake2",
  "blake3",
@@ -1797,7 +1846,7 @@ dependencies = [
  "ahash",
  "arrow",
  "arrow-ord",
- "arrow-schema",
+ "arrow-schema 57.3.0",
  "async-trait",
  "datafusion-common",
  "datafusion-common-runtime",
@@ -2294,7 +2343,7 @@ version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2195cc7f87e84bd695586137de99605e7e9579b26ec5e01b82960ddb4d0922f2"
 dependencies = [
- "arrow-array",
+ "arrow-array 57.3.0",
  "rand 0.9.2",
 ]
 
@@ -2549,6 +2598,12 @@ dependencies = [
  "serde_core",
 ]
 
+[[package]]
+name = "hashbrown"
+version = "0.17.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4f467dd6dccf739c208452f8014c75c18bb8301b050ad1cfb27153803edb0f51"
+
 [[package]]
 name = "hashlink"
 version = "0.11.0"
@@ -3125,12 +3180,12 @@ checksum = "efe6c3ddd79cdfd2b7e1c23cafae52806906bc40fbd97de9e8cf2f8c7a75fc04"
 dependencies = [
  "arrow",
  "arrow-arith",
- "arrow-array",
- "arrow-buffer",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
  "arrow-ipc",
  "arrow-ord",
  "arrow-row",
- "arrow-schema",
+ "arrow-schema 57.3.0",
  "arrow-select",
  "async-recursion",
  "async-trait",
@@ -3189,12 +3244,12 @@ version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5d9f5d95bdda2a2b790f1fb8028b5b6dcf661abeb3133a8bca0f3d24b054af87"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
  "arrow-cast",
- "arrow-data",
+ "arrow-data 57.3.0",
  "arrow-ord",
- "arrow-schema",
+ "arrow-schema 57.3.0",
  "arrow-select",
  "bytes",
  "futures",
@@ -3222,9 +3277,9 @@ version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0f1e25df6a79bf72ee6bcde0851f19b1cd36c5848c1b7db83340882d3c9fdecb"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-schema",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-schema 57.3.0",
  "async-trait",
  "byteorder",
  "bytes",
@@ -3262,10 +3317,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "93146de8ae720cb90edef81c2f2d0a1b065fc2f23ecff2419546f389b0fa70a4"
 dependencies = [
  "arrow",
- "arrow-array",
- "arrow-buffer",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
  "arrow-ord",
- "arrow-schema",
+ "arrow-schema 57.3.0",
  "arrow-select",
  "async-trait",
  "chrono",
@@ -3294,9 +3349,9 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ccec8ce4d8e0a87a99c431dab2364398029f2ffb649c1a693c60c79e05ed30dd"
 dependencies = [
  "arrow",
- "arrow-array",
+ "arrow-array 57.3.0",
  "arrow-cast",
- "arrow-schema",
+ "arrow-schema 57.3.0",
  "chrono",
  "futures",
  "half",
@@ -3314,11 +3369,11 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5c1aec0bbbac6bce829bc10f1ba066258126100596c375fb71908ecf11c2c2a5"
 dependencies = [
  "arrow-arith",
- "arrow-array",
- "arrow-buffer",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
  "arrow-cast",
- "arrow-data",
- "arrow-schema",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
  "arrow-select",
  "bytemuck",
  "byteorder",
@@ -3353,10 +3408,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "14a8c548804f5b17486dc2d3282356ed1957095a852780283bc401fdd69e9075"
 dependencies = [
  "arrow-arith",
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
  "arrow-select",
  "async-recursion",
  "async-trait",
@@ -3388,9 +3443,9 @@ checksum = "2da212f0090ea59f79ac3686660f596520c167fe1cb5f408900cf71d215f0e03"
 dependencies = [
  "arrow",
  "arrow-arith",
- "arrow-array",
+ "arrow-array 57.3.0",
  "arrow-ord",
- "arrow-schema",
+ "arrow-schema 57.3.0",
  "arrow-select",
  "async-channel",
  "async-recursion",
@@ -3454,11 +3509,11 @@ checksum = "41d958eb4b56f03bbe0f5f85eb2b4e9657882812297b6f711f201ffc995f259f"
 dependencies = [
  "arrow",
  "arrow-arith",
- "arrow-array",
- "arrow-buffer",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
  "arrow-cast",
- "arrow-data",
- "arrow-schema",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
  "arrow-select",
  "async-recursion",
  "async-trait",
@@ -3491,9 +3546,9 @@ version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0285b70da35def7ed95e150fae1d5308089554e1290470403ed3c50cb235bc5e"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-schema",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-schema 57.3.0",
  "cc",
  "deepsize",
  "half",
@@ -3526,7 +3581,7 @@ checksum = "a2392314f3da38f00d166295e44244208a65ccfc256e274fa8631849fc3f4d94"
 dependencies = [
  "arrow",
  "arrow-ipc",
- "arrow-schema",
+ "arrow-schema 57.3.0",
  "async-trait",
  "bytes",
  "chrono",
@@ -3566,10 +3621,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3df9c4adca3eb2074b3850432a9fb34248a3d90c3d6427d158b13ff9355664ee"
 dependencies = [
  "arrow",
- "arrow-array",
- "arrow-buffer",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
  "arrow-ipc",
- "arrow-schema",
+ "arrow-schema 57.3.0",
  "async-trait",
  "byteorder",
  "bytes",
@@ -3604,8 +3659,8 @@ version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7ed7119bdd6983718387b4ac44af873a165262ca94f181b104cd6f97912eb3bf"
 dependencies = [
- "arrow-array",
- "arrow-schema",
+ "arrow-array 57.3.0",
+ "arrow-schema 57.3.0",
  "lance-arrow",
  "num-traits",
  "rand 0.9.2",
@@ -3619,12 +3674,12 @@ checksum = "ce0f4d7f739dc30608fe8b202cbb40986c2937e1a5a189f98fb06d7b8543156a"
 dependencies = [
  "ahash",
  "arrow",
- "arrow-array",
+ "arrow-array 57.3.0",
  "arrow-cast",
- "arrow-data",
+ "arrow-data 57.3.0",
  "arrow-ipc",
  "arrow-ord",
- "arrow-schema",
+ "arrow-schema 57.3.0",
  "arrow-select",
  "async-trait",
  "bytes",
@@ -3989,8 +4044,8 @@ checksum = "f8ca58f447f06ed17d5fc4043ce1b10dd205e060fb3ce5b979b8ed8e59ff3f79"
 name = "meme"
 version = "0.7.0"
 dependencies = [
- "arrow-array",
- "arrow-schema",
+ "arrow-array 58.2.0",
+ "arrow-schema 57.3.0",
  "chrono",
  "fastembed",
  "futures",
diff --git a/Cargo.toml b/Cargo.toml
index 457a2d1..641a4c2 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -14,7 +14,7 @@ description = "Long term memory for AI agents."
 meme = { version = "0.7", path = "meme" }
 
 anyhow = "1.0.102"
-arrow-array = "57.3.0"
+arrow-array = "58.2.0"
 arrow-schema = "57.3.0"
 chrono = { version = "0.4.44", features = ["serde"] }
 clap = { version = "4.6.1", features = ["derive"] }