diff --git a/Cargo.lock b/Cargo.lock
index a7fdddf..eefec54 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -294,8 +294,8 @@ version = "0.56.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "70a66ac8ef5fa9cf01c2d999f39d16812e90ec1467bd382cbbb74ba23ea86201"
 dependencies = [
- "aws-smithy-async",
- "aws-smithy-types",
+ "aws-smithy-async 0.56.1",
+ "aws-smithy-types 0.56.1",
  "fastrand",
  "tokio",
  "tracing",
@@ -303,97 +303,103 @@ dependencies = [
 ]
 
 [[package]]
-name = "aws-http"
-version = "0.56.1"
+name = "aws-credential-types"
+version = "1.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3e626370f9ba806ae4c439e49675fd871f5767b093075cdf4fef16cac42ba900"
+checksum = "fa8587ae17c8e967e4b05a62d495be2fb7701bec52a97f7acfe8a29f938384c8"
 dependencies = [
- "aws-credential-types",
- "aws-smithy-http",
- "aws-smithy-types",
- "aws-types",
- "bytes",
- "http 0.2.12",
- "http-body 0.4.6",
- "lazy_static",
- "percent-encoding",
- "pin-project-lite",
- "tracing",
+ "aws-smithy-async 1.2.0",
+ "aws-smithy-runtime-api",
+ "aws-smithy-types 1.1.8",
+ "zeroize",
 ]
 
 [[package]]
 name = "aws-runtime"
-version = "0.56.1"
+version = "1.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07ac5cf0ff19c1bca0cea7932e11b239d1025a45696a4f44f72ea86e2b8bdd07"
+checksum = "b13dc54b4b49f8288532334bba8f87386a40571c47c37b1304979b556dc613c8"
 dependencies = [
- "aws-credential-types",
- "aws-http",
+ "aws-credential-types 1.1.8",
  "aws-sigv4",
- "aws-smithy-async",
+ "aws-smithy-async 1.2.0",
  "aws-smithy-eventstream",
  "aws-smithy-http",
  "aws-smithy-runtime-api",
- "aws-smithy-types",
+ "aws-smithy-types 1.1.8",
  "aws-types",
+ "bytes",
  "fastrand",
  "http 0.2.12",
+ "http-body 0.4.6",
  "percent-encoding",
+ "pin-project-lite",
  "tracing",
  "uuid",
 ]
 
 [[package]]
 name = "aws-sdk-s3"
-version = "0.29.0"
+version = "1.21.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e30370b61599168d38190ad272bb91842cd81870a6ca035c05dd5726d22832c"
+checksum = "bc075ffee2a40cb1590bed35d7ec953589a564e768fa91947c565425cd569269"
 dependencies = [
- "aws-credential-types",
- "aws-http",
+ "ahash 0.8.11",
+ "aws-credential-types 1.1.8",
  "aws-runtime",
  "aws-sigv4",
- "aws-smithy-async",
+ "aws-smithy-async 1.2.0",
  "aws-smithy-checksums",
- "aws-smithy-client",
  "aws-smithy-eventstream",
  "aws-smithy-http",
  "aws-smithy-json",
  "aws-smithy-runtime",
  "aws-smithy-runtime-api",
- "aws-smithy-types",
+ "aws-smithy-types 1.1.8",
  "aws-smithy-xml",
  "aws-types",
  "bytes",
+ "fastrand",
+ "hex",
+ "hmac",
  "http 0.2.12",
  "http-body 0.4.6",
+ "lru",
  "once_cell",
  "percent-encoding",
- "regex",
- "tokio-stream",
+ "regex-lite",
+ "sha2",
  "tracing",
  "url",
 ]
 
 [[package]]
 name = "aws-sigv4"
-version = "0.56.1"
+version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b7b28f4910bb956b7ab320b62e98096402354eca976c587d1eeccd523d9bac03"
+checksum = "11d6f29688a4be9895c0ba8bef861ad0c0dac5c15e9618b9b7a6c233990fc263"
 dependencies = [
+ "aws-credential-types 1.1.8",
  "aws-smithy-eventstream",
  "aws-smithy-http",
+ "aws-smithy-runtime-api",
+ "aws-smithy-types 1.1.8",
  "bytes",
+ "crypto-bigint 0.5.5",
  "form_urlencoded",
  "hex",
  "hmac",
  "http 0.2.12",
+ "http 1.1.0",
  "once_cell",
+ "p256",
  "percent-encoding",
- "regex",
+ "ring",
  "sha2",
+ "subtle",
  "time",
  "tracing",
+ "zeroize",
 ]
 
 [[package]]
@@ -408,14 +414,25 @@ dependencies = [
  "tokio-stream",
 ]
 
+[[package]]
+name = "aws-smithy-async"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f7a41ccd6b74401a49ca828617049e5c23d83163d330a4f90a8081aadee0ac45"
+dependencies = [
+ "futures-util",
+ "pin-project-lite",
+ "tokio",
+]
+
 [[package]]
 name = "aws-smithy-checksums"
-version = "0.56.1"
+version = "0.60.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "afb15946af1b8d3beeff53ad991d9bff68ac22426b6d40372b958a75fa61eaed"
+checksum = "83fa43bc04a6b2441968faeab56e68da3812f978a670a5db32accbdcafddd12f"
 dependencies = [
  "aws-smithy-http",
- "aws-smithy-types",
+ "aws-smithy-types 1.1.8",
  "bytes",
  "crc32c",
  "crc32fast",
@@ -429,124 +446,87 @@ dependencies = [
  "tracing",
 ]
 
-[[package]]
-name = "aws-smithy-client"
-version = "0.56.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c27b2756264c82f830a91cb4d2d485b2d19ad5bea476d9a966e03d27f27ba59a"
-dependencies = [
- "aws-smithy-async",
- "aws-smithy-http",
- "aws-smithy-http-tower",
- "aws-smithy-types",
- "bytes",
- "fastrand",
- "http 0.2.12",
- "http-body 0.4.6",
- "hyper 0.14.28",
- "hyper-rustls",
- "lazy_static",
- "pin-project-lite",
- "rustls",
- "tokio",
- "tower",
- "tracing",
-]
-
 [[package]]
 name = "aws-smithy-eventstream"
-version = "0.56.1"
+version = "0.60.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "850233feab37b591b7377fd52063aa37af615687f5896807abe7f49bd4e1d25b"
+checksum = "e6363078f927f612b970edf9d1903ef5cef9a64d1e8423525ebb1f0a1633c858"
 dependencies = [
- "aws-smithy-types",
+ "aws-smithy-types 1.1.8",
  "bytes",
  "crc32fast",
 ]
 
 [[package]]
 name = "aws-smithy-http"
-version = "0.56.1"
+version = "0.60.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "54cdcf365d8eee60686885f750a34c190e513677db58bbc466c44c588abf4199"
+checksum = "3f10fa66956f01540051b0aa7ad54574640f748f9839e843442d99b970d3aff9"
 dependencies = [
  "aws-smithy-eventstream",
- "aws-smithy-types",
+ "aws-smithy-runtime-api",
+ "aws-smithy-types 1.1.8",
  "bytes",
  "bytes-utils",
  "futures-core",
  "http 0.2.12",
  "http-body 0.4.6",
- "hyper 0.14.28",
  "once_cell",
  "percent-encoding",
  "pin-project-lite",
  "pin-utils",
- "tokio",
- "tokio-util",
- "tracing",
-]
-
-[[package]]
-name = "aws-smithy-http-tower"
-version = "0.56.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "822de399d0ce62829a69dfa8c5cd08efdbe61a7426b953e2268f8b8b52a607bd"
-dependencies = [
- "aws-smithy-http",
- "aws-smithy-types",
- "bytes",
- "http 0.2.12",
- "http-body 0.4.6",
- "pin-project-lite",
- "tower",
  "tracing",
 ]
 
 [[package]]
 name = "aws-smithy-json"
-version = "0.56.1"
+version = "0.60.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4fb1e7ab8fa7ad10c193af7ae56d2420989e9f4758bf03601a342573333ea34f"
+checksum = "4683df9469ef09468dad3473d129960119a0d3593617542b7d52086c8486f2d6"
 dependencies = [
- "aws-smithy-types",
+ "aws-smithy-types 1.1.8",
 ]
 
 [[package]]
 name = "aws-smithy-runtime"
-version = "0.56.1"
+version = "1.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "745e096b3553e7e0f40622aa04971ce52765af82bebdeeac53aa6fc82fe801e6"
+checksum = "ec81002d883e5a7fd2bb063d6fb51c4999eb55d404f4fff3dd878bf4733b9f01"
 dependencies = [
- "aws-smithy-async",
- "aws-smithy-client",
+ "aws-smithy-async 1.2.0",
  "aws-smithy-http",
  "aws-smithy-runtime-api",
- "aws-smithy-types",
+ "aws-smithy-types 1.1.8",
  "bytes",
  "fastrand",
+ "h2 0.3.25",
  "http 0.2.12",
  "http-body 0.4.6",
+ "hyper 0.14.28",
+ "hyper-rustls",
  "once_cell",
  "pin-project-lite",
  "pin-utils",
+ "rustls",
  "tokio",
  "tracing",
 ]
 
 [[package]]
 name = "aws-smithy-runtime-api"
-version = "0.56.1"
+version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "93d0ae0c9cfd57944e9711ea610b48a963fb174a53aabacc08c5794a594b1d02"
+checksum = "9acb931e0adaf5132de878f1398d83f8677f90ba70f01f65ff87f6d7244be1c5"
 dependencies = [
- "aws-smithy-async",
- "aws-smithy-http",
- "aws-smithy-types",
+ "aws-smithy-async 1.2.0",
+ "aws-smithy-types 1.1.8",
  "bytes",
  "http 0.2.12",
+ "http 1.1.0",
+ "pin-project-lite",
  "tokio",
  "tracing",
+ "zeroize",
 ]
 
 [[package]]
@@ -563,26 +543,48 @@ dependencies = [
  "time",
 ]
 
+[[package]]
+name = "aws-smithy-types"
+version = "1.1.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "abe14dceea1e70101d38fbf2a99e6a34159477c0fb95e68e05c66bd7ae4c3729"
+dependencies = [
+ "base64-simd",
+ "bytes",
+ "bytes-utils",
+ "futures-core",
+ "http 0.2.12",
+ "http-body 0.4.6",
+ "itoa",
+ "num-integer",
+ "pin-project-lite",
+ "pin-utils",
+ "ryu",
+ "serde",
+ "time",
+ "tokio",
+ "tokio-util",
+]
+
 [[package]]
 name = "aws-smithy-xml"
-version = "0.56.1"
+version = "0.60.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e01d2dedcdd8023043716cfeeb3c6c59f2d447fce365d8e194838891794b23b6"
+checksum = "872c68cf019c0e4afc5de7753c4f7288ce4b71663212771bf5e4542eb9346ca9"
 dependencies = [
  "xmlparser",
 ]
 
 [[package]]
 name = "aws-types"
-version = "0.56.1"
+version = "1.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "85aa0451bf8af1bf22a4f028d5d28054507a14be43cb8ac0597a8471fba9edfe"
+checksum = "0dbf2f3da841a8930f159163175cf6a3d16ddde517c1b0fba7aa776822800f40"
 dependencies = [
- "aws-credential-types",
- "aws-smithy-async",
- "aws-smithy-client",
- "aws-smithy-http",
- "aws-smithy-types",
+ "aws-credential-types 1.1.8",
+ "aws-smithy-async 1.2.0",
+ "aws-smithy-runtime-api",
+ "aws-smithy-types 1.1.8",
  "http 0.2.12",
  "rustc_version",
  "tracing",
@@ -706,6 +708,12 @@ dependencies = [
  "rustc-demangle",
 ]
 
+[[package]]
+name = "base16ct"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "349a06037c7bf932dd7e7d1f653678b2038b9ad46a74102f1fc7bd7872678cce"
+
 [[package]]
 name = "base64"
 version = "0.21.7"
@@ -1031,6 +1039,28 @@ version = "0.8.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "248e3bacc7dc6baa3b21e405ee045c3047101a49145e7e9eca583ab4c2ca5345"
 
+[[package]]
+name = "crypto-bigint"
+version = "0.4.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ef2b4b23cddf68b89b8f8069890e8c270d54e2d5fe1b143820234805e4cb17ef"
+dependencies = [
+ "generic-array",
+ "rand_core",
+ "subtle",
+ "zeroize",
+]
+
+[[package]]
+name = "crypto-bigint"
+version = "0.5.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0dc92fb57ca44df6db8059111ab3af99a63d5d0f8375d9972e319a379c6bab76"
+dependencies = [
+ "rand_core",
+ "subtle",
+]
+
 [[package]]
 name = "crypto-common"
 version = "0.1.6"
@@ -1082,6 +1112,16 @@ version = "2.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7e962a19be5cfc3f3bf6dd8f61eb50107f356ad6270fbb3ed41476571db78be5"
 
+[[package]]
+name = "der"
+version = "0.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f1a467a65c5e759bce6e65eaf91cc29f466cdc57cb65777bd646872a8a1fd4de"
+dependencies = [
+ "const-oid",
+ "zeroize",
+]
+
 [[package]]
 name = "der"
 version = "0.7.8"
@@ -1145,6 +1185,18 @@ version = "0.15.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1aaf95b3e5c8f23aa320147307562d361db0ae0d51242340f558153b4eb2439b"
 
+[[package]]
+name = "ecdsa"
+version = "0.14.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "413301934810f597c1d19ca71c8710e99a3f1ba28a0d2ebc01551a2daeea3c5c"
+dependencies = [
+ "der 0.6.1",
+ "elliptic-curve",
+ "rfc6979",
+ "signature 1.6.4",
+]
+
 [[package]]
 name = "either"
 version = "1.10.0"
@@ -1154,6 +1206,26 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "elliptic-curve"
+version = "0.12.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e7bb888ab5300a19b8e5bceef25ac745ad065f3c9f7efc6de1b91958110891d3"
+dependencies = [
+ "base16ct",
+ "crypto-bigint 0.4.9",
+ "der 0.6.1",
+ "digest",
+ "ff",
+ "generic-array",
+ "group",
+ "pkcs8 0.9.0",
+ "rand_core",
+ "sec1",
+ "subtle",
+ "zeroize",
+]
+
 [[package]]
 name = "encoding_rs"
 version = "0.8.33"
@@ -1202,6 +1274,16 @@ version = "2.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "25cbce373ec4653f1a01a31e8a5e5ec0c622dc27ff9c4e6606eefef5cbbed4a5"
 
+[[package]]
+name = "ff"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d013fc25338cc558c5c2cfbad646908fb23591e2404481826742b651c9af7160"
+dependencies = [
+ "rand_core",
+ "subtle",
+]
+
 [[package]]
 name = "finl_unicode"
 version = "1.2.0"
@@ -1380,7 +1462,7 @@ dependencies = [
  "anyhow",
  "async-graphql",
  "async-graphql-axum",
- "aws-credential-types",
+ "aws-credential-types 0.56.1",
  "aws-sdk-s3",
  "axum 0.7.4",
  "built",
@@ -1401,6 +1483,17 @@ dependencies = [
  "url",
 ]
 
+[[package]]
+name = "group"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5dfbfb3a6cfbd390d5c9564ab283a0349b9b9fcd46a706c1eb10e0db70bfbac7"
+dependencies = [
+ "ff",
+ "rand_core",
+ "subtle",
+]
+
 [[package]]
 name = "h2"
 version = "0.3.25"
@@ -1849,6 +1942,15 @@ version = "0.4.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "90ed8c1e510134f979dbc4f070f87d4313098b704861a105fe34231c70a3901c"
 
+[[package]]
+name = "lru"
+version = "0.12.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d3262e75e648fce39813cb56ac41f3c3e3f65217ebf3844d818d1f9398cfb0dc"
+dependencies = [
+ "hashbrown 0.14.3",
+]
+
 [[package]]
 name = "matchit"
 version = "0.7.3"
@@ -2177,6 +2279,17 @@ version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b15813163c1d831bf4a13c3610c05c0d03b39feb07f7e09fa234dac9b15aaf39"
 
+[[package]]
+name = "p256"
+version = "0.11.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "51f44edd08f51e2ade572f141051021c5af22677e42b7dd28a88155151c33594"
+dependencies = [
+ "ecdsa",
+ "elliptic-curve",
+ "sha2",
+]
+
 [[package]]
 name = "parking_lot"
 version = "0.12.1"
@@ -2304,9 +2417,19 @@ version = "0.7.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c8ffb9f10fa047879315e6625af03c164b16962a5368d724ed16323b68ace47f"
 dependencies = [
- "der",
- "pkcs8",
- "spki",
+ "der 0.7.8",
+ "pkcs8 0.10.2",
+ "spki 0.7.3",
+]
+
+[[package]]
+name = "pkcs8"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9eca2c590a5f85da82668fa685c09ce2888b9430e83299debf1f34b65fd4a4ba"
+dependencies = [
+ "der 0.6.1",
+ "spki 0.6.0",
 ]
 
 [[package]]
@@ -2315,8 +2438,8 @@ version = "0.10.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f950b2377845cebe5cf8b5165cb3cc1a5e0fa5cfa3e1f7f55707d8fd82e0a7b7"
 dependencies = [
- "der",
- "spki",
+ "der 0.7.8",
+ "spki 0.7.3",
 ]
 
 [[package]]
@@ -2519,6 +2642,12 @@ dependencies = [
  "regex-syntax",
 ]
 
+[[package]]
+name = "regex-lite"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "30b661b2f27137bdbc16f00eda72866a92bb28af1753ffbd56744fb6e2e9cd8e"
+
 [[package]]
 name = "regex-syntax"
 version = "0.8.2"
@@ -2534,6 +2663,17 @@ dependencies = [
  "bytecheck",
 ]
 
+[[package]]
+name = "rfc6979"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7743f17af12fa0b03b803ba12cd6a8d9483a587e89c69445e3909655c0b9fabb"
+dependencies = [
+ "crypto-bigint 0.4.9",
+ "hmac",
+ "zeroize",
+]
+
 [[package]]
 name = "ring"
 version = "0.17.8"
@@ -2590,10 +2730,10 @@ dependencies = [
  "num-integer",
  "num-traits",
  "pkcs1",
- "pkcs8",
+ "pkcs8 0.10.2",
  "rand_core",
- "signature",
- "spki",
+ "signature 2.2.0",
+ "spki 0.7.3",
  "subtle",
  "zeroize",
 ]
@@ -2869,6 +3009,20 @@ version = "4.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1c107b6f4780854c8b126e228ea8869f4d7b71260f962fefb57b996b8959ba6b"
 
+[[package]]
+name = "sec1"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3be24c1842290c45df0a7bf069e0c268a747ad05a192f2fd7dcfdbc1cba40928"
+dependencies = [
+ "base16ct",
+ "der 0.6.1",
+ "generic-array",
+ "pkcs8 0.9.0",
+ "subtle",
+ "zeroize",
+]
+
 [[package]]
 name = "security-framework"
 version = "2.9.2"
@@ -2982,6 +3136,16 @@ dependencies = [
  "lazy_static",
 ]
 
+[[package]]
+name = "signature"
+version = "1.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "74233d3b3b2f6d4b006dc19dee745e73e2a6bfb6f93607cd3b02bd5b00797d7c"
+dependencies = [
+ "digest",
+ "rand_core",
+]
+
 [[package]]
 name = "signature"
 version = "2.2.0"
@@ -3038,6 +3202,16 @@ dependencies = [
  "lock_api",
 ]
 
+[[package]]
+name = "spki"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "67cf02bbac7a337dc36e4f5a693db6c21e7863f45070f7064577eb4367a3212b"
+dependencies = [
+ "base64ct",
+ "der 0.6.1",
+]
+
 [[package]]
 name = "spki"
 version = "0.7.3"
@@ -3045,7 +3219,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d91ed6c858b01f942cd56b37a94b3e0a1798290327d1236e4d9cf4eaca44d29d"
 dependencies = [
  "base64ct",
- "der",
+ "der 0.7.8",
 ]
 
 [[package]]
diff --git a/graph-data-processing/Cargo.toml b/graph-data-processing/Cargo.toml
index 8015464..2536626 100644
--- a/graph-data-processing/Cargo.toml
+++ b/graph-data-processing/Cargo.toml
@@ -14,7 +14,7 @@ async-graphql = { version = "7.0.2", default-features = false, features = [
 ] }
 async-graphql-axum = { version = "7.0.2" }
 aws-credential-types = { version = "0.56.0" }
-aws-sdk-s3 = { version = "0.29.0" }
+aws-sdk-s3 = { version = "1.21.0" }
 axum = { version = "0.7.4", features = ["ws"] }
 chrono = { version = "0.4.35" }
 clap = { version = "4.5.2", features = ["derive", "env"] }