diff --git a/backend/musixmatch/Cargo.lock b/backend/musixmatch/Cargo.lock
index 1b0c6f0..947d35d 100644
--- a/backend/musixmatch/Cargo.lock
+++ b/backend/musixmatch/Cargo.lock
@@ -56,6 +56,20 @@ version = "2.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "512761e0bb2578dd7380c6baaa0f4ce03e84f95e960231d1dec8bf4d7d6e2627"
 
+[[package]]
+name = "ahash"
+version = "0.8.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a15f179cd60c4584b8a8c596927aadc462e27f2ca70c04e0071964a73ba7a75"
+dependencies = [
+ "cfg-if",
+ "getrandom 0.3.1",
+ "once_cell",
+ "serde",
+ "version_check",
+ "zerocopy",
+]
+
 [[package]]
 name = "aho-corasick"
 version = "1.1.4"
@@ -71,6 +85,15 @@ version = "0.2.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "683d7910e743518b0e34f1186f92494becacb047c7b6bf616c96772180fef923"
 
+[[package]]
+name = "android_system_properties"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "819e7219dbd41043ac279b19830f2efc897156490d7fd6ea916720117ee66311"
+dependencies = [
+ "libc",
+]
+
 [[package]]
 name = "anstream"
 version = "0.6.18"
@@ -121,6 +144,12 @@ dependencies = [
  "windows-sys 0.59.0",
 ]
 
+[[package]]
+name = "anyhow"
+version = "1.0.100"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a23eb6b1614318a8071c9b2521f36b424b2c83db5eb3a0fead4a6c0809af6e61"
+
 [[package]]
 name = "arc-swap"
 version = "1.8.0"
@@ -149,6 +178,17 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "async-recursion"
+version = "1.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3b43422f69d8ff38f95f1b2bb76517c91589a924d1559a0e935d7c8ce0274c11"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.98",
+]
+
 [[package]]
 name = "atomic-waker"
 version = "1.1.2"
@@ -237,6 +277,15 @@ dependencies = [
  "generic-array",
 ]
 
+[[package]]
+name = "block2"
+version = "0.6.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cdeb9d870516001442e364c5220d3574d2da8dc765554b4a617230d33fa58ef5"
+dependencies = [
+ "objc2",
+]
+
 [[package]]
 name = "borsh"
 version = "1.6.0"
@@ -263,12 +312,24 @@ version = "3.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1628fb46dfa0b37568d12e5edd512553eccf6a22a78e8bde00bb4aed84d5bdbf"
 
+[[package]]
+name = "bytemuck"
+version = "1.24.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1fbdf580320f38b612e485521afda1ee26d10cc9884efaaa750d383e13e3c5f4"
+
 [[package]]
 name = "byteorder"
 version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
 
+[[package]]
+name = "byteorder-lite"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f1fe948ff07f4bd06c30984e69f5b4899c516a3ef74f34df92a2df2ab535495"
+
 [[package]]
 name = "bytes"
 version = "1.10.0"
@@ -317,12 +378,23 @@ dependencies = [
  "url",
 ]
 
+[[package]]
+name = "castaway"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dec551ab6e7578819132c713a93c022a05d60159dc86e7a7050223577484c55a"
+dependencies = [
+ "rustversion",
+]
+
 [[package]]
 name = "cc"
 version = "1.2.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0c3d1b2e905a3a7b00a6141adb0e4c0bb941d11caf55349d863942a1cc44e3c9"
 dependencies = [
+ "jobserver",
+ "libc",
  "shlex",
 ]
 
@@ -338,6 +410,19 @@ version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
 
+[[package]]
+name = "chrono"
+version = "0.4.43"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fac4744fb15ae8337dc853fee7fb3f4e48c0fbaa23d0afe49c447b4fab126118"
+dependencies = [
+ "iana-time-zone",
+ "js-sys",
+ "num-traits",
+ "wasm-bindgen",
+ "windows-link",
+]
+
 [[package]]
 name = "clap"
 version = "4.5.38"
@@ -403,6 +488,29 @@ version = "1.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5b63caa9aa9397e2d9480a9b13673856c78d8ac123288526c37d7839f2a86990"
 
+[[package]]
+name = "colored"
+version = "3.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fde0e0ec90c9dfb3b4b1a0891a7dcd0e2bffde2f7efed5fe7c9bb00e5bfb915e"
+dependencies = [
+ "windows-sys 0.59.0",
+]
+
+[[package]]
+name = "compact_str"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3fdb1325a1cece981e8a296ab8f0f9b63ae357bd0784a9faaf548cc7b480707a"
+dependencies = [
+ "castaway",
+ "cfg-if",
+ "itoa",
+ "rustversion",
+ "ryu",
+ "static_assertions",
+]
+
 [[package]]
 name = "compression-codecs"
 version = "0.4.32"
@@ -420,6 +528,26 @@ version = "0.4.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "75984efb6ed102a0d42db99afb6c1948f0380d1d91808d5529916e6c08b49d8d"
 
+[[package]]
+name = "console_error_panic_hook"
+version = "0.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a06aeb73f470f66dcdbf7223caeebb85984942f22f1adb2a088cf9668146bbbc"
+dependencies = [
+ "cfg-if",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "console_log"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be8aed40e4edbf4d3b4431ab260b63fdc40f5780a4766824329ea0f1eefe3c0f"
+dependencies = [
+ "log",
+ "web-sys",
+]
+
 [[package]]
 name = "core-foundation"
 version = "0.9.4"
@@ -531,6 +659,38 @@ dependencies = [
  "syn 2.0.98",
 ]
 
+[[package]]
+name = "csv"
+version = "1.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "52cd9d68cf7efc6ddfaaee42e7288d3a99d613d4b50f76ce9827ae0c6e14f938"
+dependencies = [
+ "csv-core",
+ "itoa",
+ "ryu",
+ "serde_core",
+]
+
+[[package]]
+name = "csv-core"
+version = "0.1.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "704a3c26996a80471189265814dbc2c257598b96b8a7feae2d31ace646bb9782"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "ctrlc"
+version = "3.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "73736a89c4aff73035ba2ed2e565061954da00d4970fc9ac25dcc85a2a20d790"
+dependencies = [
+ "dispatch2",
+ "nix",
+ "windows-sys 0.61.2",
+]
+
 [[package]]
 name = "cvss"
 version = "2.2.0"
@@ -571,6 +731,18 @@ dependencies = [
  "crypto-common",
 ]
 
+[[package]]
+name = "dispatch2"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "89a09f22a6c6069a18470eb92d2298acf25463f14256d24778e1230d789a2aec"
+dependencies = [
+ "bitflags",
+ "block2",
+ "libc",
+ "objc2",
+]
+
 [[package]]
 name = "display-error-chain"
 version = "0.2.2"
@@ -684,6 +856,12 @@ dependencies = [
  "windows-sys 0.60.2",
 ]
 
+[[package]]
+name = "finl_unicode"
+version = "1.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9844ddc3a6e533d62bba727eb6c28b5d360921d5175e9ff0f1e621a5c590a4d5"
+
 [[package]]
 name = "fixedbitset"
 version = "0.5.7"
@@ -735,9 +913,9 @@ checksum = "00b0228411908ca8685dba7fc2cdd70ec9990a6e753e89b6ac91a84c40fbaf4b"
 
 [[package]]
 name = "form_urlencoded"
-version = "1.2.1"
+version = "1.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e13624c2627564efccf4934284bdd98cbaa14e79b0b5a141218e507b3a823456"
+checksum = "cb4cb245038516f5f85277875cdaa4f7d2c9a0fa0468de06ed190163b1581fcf"
 dependencies = [
  "percent-encoding",
 ]
@@ -770,6 +948,21 @@ dependencies = [
  "new_debug_unreachable",
 ]
 
+[[package]]
+name = "futures"
+version = "0.3.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "65bc07b1a8bc7c85c5f2e110c476c7389b4554ba72af57d8445ea63a576b0876"
+dependencies = [
+ "futures-channel",
+ "futures-core",
+ "futures-executor",
+ "futures-io",
+ "futures-sink",
+ "futures-task",
+ "futures-util",
+]
+
 [[package]]
 name = "futures-channel"
 version = "0.3.31"
@@ -786,12 +979,34 @@ version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "05f29059c0c2090612e8d742178b0580d2dc940c837851ad723096f87af6663e"
 
+[[package]]
+name = "futures-executor"
+version = "0.3.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e28d1d997f585e54aebc3f97d39e72338912123a67330d723fdbb564d646c9f"
+dependencies = [
+ "futures-core",
+ "futures-task",
+ "futures-util",
+]
+
 [[package]]
 name = "futures-io"
 version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9e5c1b78ca4aae1ac06c48a526a655760685149f0d465d21f37abfe57ce075c6"
 
+[[package]]
+name = "futures-macro"
+version = "0.3.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.98",
+]
+
 [[package]]
 name = "futures-sink"
 version = "0.3.31"
@@ -810,8 +1025,10 @@ version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9fa08315bb612088cc391249efdc3bc77536f16c91f6cf495e6fbe85b20a4a81"
 dependencies = [
+ "futures-channel",
  "futures-core",
  "futures-io",
+ "futures-macro",
  "futures-sink",
  "futures-task",
  "memchr",
@@ -1656,6 +1873,15 @@ dependencies = [
  "thiserror",
 ]
 
+[[package]]
+name = "gxhash"
+version = "3.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f3ce1bab7aa741d4e7042b2aae415b78741f267a98a7271ea226cd5ba6c43d7d"
+dependencies = [
+ "rustversion",
+]
+
 [[package]]
 name = "h2"
 version = "0.4.7"
@@ -1720,6 +1946,12 @@ version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
 
+[[package]]
+name = "hermit-abi"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc0fef456e4baa96da950455cd02c081ca953b141298e41db3fc7e36b1da849c"
+
 [[package]]
 name = "home"
 version = "0.5.12"
@@ -1763,12 +1995,12 @@ dependencies = [
 
 [[package]]
 name = "http-body-util"
-version = "0.1.2"
+version = "0.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "793429d76616a256bcb62c2a2ec2bed781c8307e797e2598c50010f2bee2544f"
+checksum = "b021d93e26becf5dc7e1b75b1bed1fd93124b374ceb73f43d4d4eafec896a64a"
 dependencies = [
  "bytes",
- "futures-util",
+ "futures-core",
  "http",
  "http-body",
  "pin-project-lite",
@@ -1780,6 +2012,12 @@ version = "1.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f2d708df4e7140240a16cd6ab0ab65c972d7433ab77819ea693fde9c43811e2a"
 
+[[package]]
+name = "httpdate"
+version = "1.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
+
 [[package]]
 name = "hyper"
 version = "1.8.1"
@@ -1794,6 +2032,7 @@ dependencies = [
  "http",
  "http-body",
  "httparse",
+ "httpdate",
  "itoa",
  "pin-project-lite",
  "pin-utils",
@@ -1854,7 +2093,7 @@ dependencies = [
  "libc",
  "percent-encoding",
  "pin-project-lite",
- "socket2 0.6.1",
+ "socket2",
  "system-configuration",
  "tokio",
  "tower-service",
@@ -1862,6 +2101,30 @@ dependencies = [
  "windows-registry",
 ]
 
+[[package]]
+name = "iana-time-zone"
+version = "0.1.64"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "33e57f83510bb73707521ebaffa789ec8caf86f9657cad665b092b581d40e9fb"
+dependencies = [
+ "android_system_properties",
+ "core-foundation-sys",
+ "iana-time-zone-haiku",
+ "js-sys",
+ "log",
+ "wasm-bindgen",
+ "windows-core",
+]
+
+[[package]]
+name = "iana-time-zone-haiku"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f31827a206f56af32e590ba56d5d2d085f558508192593743f16b2306495269f"
+dependencies = [
+ "cc",
+]
+
 [[package]]
 name = "icu_collections"
 version = "1.5.0"
@@ -1988,9 +2251,9 @@ checksum = "b9e0384b61958566e926dc50660321d12159025e767c18e043daf26b70104c39"
 
 [[package]]
 name = "idna"
-version = "1.0.3"
+version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "686f825264d630750a544639377bae737628043f20d38bbc029e8f29ea968a7e"
+checksum = "3b0875f23caa03898994f6ddc501886a45c7d3d62d04d2d90788d47be1b1e4de"
 dependencies = [
  "idna_adapter",
  "smallvec",
@@ -2007,6 +2270,20 @@ dependencies = [
  "icu_properties",
 ]
 
+[[package]]
+name = "image"
+version = "0.25.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e6506c6c10786659413faa717ceebcb8f70731c0a60cbae39795fdf114519c1a"
+dependencies = [
+ "bytemuck",
+ "byteorder-lite",
+ "moxcms",
+ "num-traits",
+ "zune-core",
+ "zune-jpeg",
+]
+
 [[package]]
 name = "indenter"
 version = "0.3.4"
@@ -2015,12 +2292,14 @@ checksum = "964de6e86d545b246d84badc0fef527924ace5134f30641c203ef52ba83f58d5"
 
 [[package]]
 name = "indexmap"
-version = "2.12.1"
+version = "2.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ad4bb2b565bca0645f4d68c5c9af97fba094e9791da685bf83cb5f3ce74acf2"
+checksum = "7714e70437a7dc3ac8eb7e6f8df75fd8eb422675fc7678aff7364301092b1017"
 dependencies = [
  "equivalent",
  "hashbrown 0.16.1",
+ "serde",
+ "serde_core",
 ]
 
 [[package]]
@@ -2055,6 +2334,15 @@ version = "1.70.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7943c866cc5cd64cbc25b2e01621d07fa8eb2a1a23160ee81ce38704e97b8ecf"
 
+[[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"
@@ -2073,7 +2361,7 @@ dependencies = [
  "portable-atomic",
  "portable-atomic-util",
  "serde_core",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -2102,6 +2390,15 @@ dependencies = [
  "jiff-tzdb",
 ]
 
+[[package]]
+name = "jobserver"
+version = "0.1.32"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "48d1dbcbbeb6a7fec7e059840aa538bd62aaccf972c7346c4d9d2059312853d0"
+dependencies = [
+ "libc",
+]
+
 [[package]]
 name = "js-sys"
 version = "0.3.77"
@@ -2133,6 +2430,16 @@ version = "0.2.179"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c5a2d376baa530d1238d133232d15e239abad80d05838b4b59354e5268af431f"
 
+[[package]]
+name = "libloading"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "754ca22de805bb5744484a5b151a9e1a8e837d5dc232c2d7d8c2e3492edc8b60"
+dependencies = [
+ "cfg-if",
+ "windows-link",
+]
+
 [[package]]
 name = "libredox"
 version = "0.1.12"
@@ -2237,6 +2544,12 @@ dependencies = [
  "syn 2.0.98",
 ]
 
+[[package]]
+name = "maybe-owned"
+version = "0.3.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4facc753ae494aeb6e3c22f839b158aebd4f9270f55cd3c79906c45476c47ab4"
+
 [[package]]
 name = "memchr"
 version = "2.7.4"
@@ -2278,6 +2591,16 @@ dependencies = [
  "windows-sys 0.52.0",
 ]
 
+[[package]]
+name = "moxcms"
+version = "0.7.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac9557c559cd6fc9867e122e20d2cbefc9ca29d80d027a8e39310920ed2f0a97"
+dependencies = [
+ "num-traits",
+ "pxfm",
+]
+
 [[package]]
 name = "native-tls"
 version = "0.2.13"
@@ -2301,36 +2624,167 @@ version = "1.0.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "650eef8c711430f1a879fdd01d4745a7deea475becfb90269c06775983bbf086"
 
+[[package]]
+name = "nix"
+version = "0.30.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "74523f3a35e05aba87a1d978330aef40f67b0304ac79c1c00b294c9830543db6"
+dependencies = [
+ "bitflags",
+ "cfg-if",
+ "cfg_aliases",
+ "libc",
+]
+
 [[package]]
 name = "nu-ansi-term"
 version = "0.50.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7957b9740744892f114936ab4a57b3f487491bbeafaf8083688b16841a4240e5"
 dependencies = [
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
-name = "num-conv"
-version = "0.1.0"
+name = "num"
+version = "0.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "51d515d32fb182ee37cda2ccdcb92950d6a3c2893aa280e540671c2cd0f3b1d9"
+checksum = "35bd024e8b2ff75562e5f34e7f4905839deb4b22955ef5e73d2fea1b9813cb23"
+dependencies = [
+ "num-bigint",
+ "num-complex",
+ "num-integer",
+ "num-iter",
+ "num-rational",
+ "num-traits",
+]
 
 [[package]]
-name = "object"
-version = "0.36.7"
+name = "num-bigint"
+version = "0.4.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62948e14d923ea95ea2c7c86c71013138b66525b86bdc08d2dcc262bdb497b87"
+checksum = "a5e44f723f1133c9deac646763579fdb3ac745e418f2a7af9cd0c431da1f20b9"
 dependencies = [
- "memchr",
+ "num-integer",
+ "num-traits",
 ]
 
 [[package]]
-name = "once_cell"
-version = "1.21.3"
+name = "num-complex"
+version = "0.4.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
-
+checksum = "73f88a1307638156682bada9d7604135552957b7818057dcef22705b4d509495"
+dependencies = [
+ "num-traits",
+]
+
+[[package]]
+name = "num-conv"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "51d515d32fb182ee37cda2ccdcb92950d6a3c2893aa280e540671c2cd0f3b1d9"
+
+[[package]]
+name = "num-derive"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ed3955f1a9c7c0c15e092f9c887db08b1fc683305fdf6eb6684f22555355e202"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.98",
+]
+
+[[package]]
+name = "num-format"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a652d9771a63711fd3c3deb670acfbe5c30a4072e664d7a3bf5a9e1056ac72c3"
+dependencies = [
+ "arrayvec",
+ "itoa",
+]
+
+[[package]]
+name = "num-integer"
+version = "0.1.46"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7969661fd2958a5cb096e56c8e1ad0444ac2bbcd0061bd28660485a44879858f"
+dependencies = [
+ "num-traits",
+]
+
+[[package]]
+name = "num-iter"
+version = "0.1.45"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1429034a0490724d0075ebb2bc9e875d6503c3cf69e235a8941aa757d83ef5bf"
+dependencies = [
+ "autocfg",
+ "num-integer",
+ "num-traits",
+]
+
+[[package]]
+name = "num-rational"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f83d14da390562dca69fc84082e73e548e1ad308d24accdedd2720017cb37824"
+dependencies = [
+ "num-bigint",
+ "num-integer",
+ "num-traits",
+]
+
+[[package]]
+name = "num-traits"
+version = "0.2.19"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "071dfc062690e90b734c0b2273ce72ad0ffa95f0c74596bc250dcfd960262841"
+dependencies = [
+ "autocfg",
+]
+
+[[package]]
+name = "num_cpus"
+version = "1.17.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91df4bbde75afed763b708b7eee1e8e7651e02d97f6d5dd763e89367e957b23b"
+dependencies = [
+ "hermit-abi",
+ "libc",
+]
+
+[[package]]
+name = "objc2"
+version = "0.6.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b7c2599ce0ec54857b29ce62166b0ed9b4f6f1a70ccc9a71165b6154caca8c05"
+dependencies = [
+ "objc2-encode",
+]
+
+[[package]]
+name = "objc2-encode"
+version = "4.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ef25abbcd74fb2609453eb695bd2f860d389e457f67dc17cafc8b8cbc89d0c33"
+
+[[package]]
+name = "object"
+version = "0.36.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "62948e14d923ea95ea2c7c86c71013138b66525b86bdc08d2dcc262bdb497b87"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "once_cell"
+version = "1.21.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
+
 [[package]]
 name = "openssl"
 version = "0.10.70"
@@ -2410,11 +2864,37 @@ dependencies = [
  "windows-link",
 ]
 
+[[package]]
+name = "pdfium-render"
+version = "0.8.37"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6553f6604a52b3203db7b4e9d51eb4dd193cf455af9e56d40cab6575b547b679"
+dependencies = [
+ "bitflags",
+ "bytemuck",
+ "bytes",
+ "chrono",
+ "console_error_panic_hook",
+ "console_log",
+ "image",
+ "itertools",
+ "js-sys",
+ "libloading",
+ "log",
+ "maybe-owned",
+ "once_cell",
+ "utf16string",
+ "vecmath",
+ "wasm-bindgen",
+ "wasm-bindgen-futures",
+ "web-sys",
+]
+
 [[package]]
 name = "percent-encoding"
-version = "2.3.1"
+version = "2.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3148f5046208a5d56bcfc03053e3ca6334e51da8dfb19b6cdc8b306fae3283e"
+checksum = "9b4f627cb1b25917193a259e49bdad08f671f8d9708acfd5fe0a8c1455d87220"
 
 [[package]]
 name = "petgraph"
@@ -2492,6 +2972,12 @@ version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
 
+[[package]]
+name = "piston-float"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ad78bf43dcf80e8f950c92b84f938a0fc7590b7f6866fbcbeca781609c115590"
+
 [[package]]
 name = "pkg-config"
 version = "0.3.31"
@@ -2561,6 +3047,15 @@ dependencies = [
  "parking_lot",
 ]
 
+[[package]]
+name = "pxfm"
+version = "0.1.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7186d3822593aa4393561d186d1393b3923e9d6163d3fbfd6e825e3e6cf3e6a8"
+dependencies = [
+ "num-traits",
+]
+
 [[package]]
 name = "quinn"
 version = "0.11.9"
@@ -2574,7 +3069,7 @@ dependencies = [
  "quinn-udp",
  "rustc-hash",
  "rustls",
- "socket2 0.5.8",
+ "socket2",
  "thiserror",
  "tokio",
  "tracing",
@@ -2611,9 +3106,9 @@ dependencies = [
  "cfg_aliases",
  "libc",
  "once_cell",
- "socket2 0.5.8",
+ "socket2",
  "tracing",
- "windows-sys 0.59.0",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -2682,9 +3177,9 @@ dependencies = [
 
 [[package]]
 name = "rayon"
-version = "1.10.0"
+version = "1.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b418a60154510ca1a002a752ca9714984e21e4241e804d32555251faf8b78ffa"
+checksum = "368f01d005bf8fd9b1206fb6fa653e6c4a81ceb1466406b81792d87c5677a58f"
 dependencies = [
  "either",
  "rayon-core",
@@ -2692,9 +3187,9 @@ dependencies = [
 
 [[package]]
 name = "rayon-core"
-version = "1.12.1"
+version = "1.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1465873a3dfdaa8ae7cb14b4383657caab0b3e8a0aa9ae8e04b044854c8dfce2"
+checksum = "22e18b0f0062d30d4230b2e85ff77fdfe4326feb054b9783a3460d8435c8ab91"
 dependencies = [
  "crossbeam-deque",
  "crossbeam-utils",
@@ -2807,6 +3302,16 @@ dependencies = [
  "windows-sys 0.52.0",
 ]
 
+[[package]]
+name = "rust-stemmers"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e46a2036019fdb888131db7a4c847a1063a7493f971ed94ea82c67eada63ca54"
+dependencies = [
+ "serde",
+ "serde_derive",
+]
+
 [[package]]
 name = "rustc-demangle"
 version = "0.1.24"
@@ -2835,7 +3340,7 @@ dependencies = [
  "errno",
  "libc",
  "linux-raw-sys",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -3007,6 +3512,57 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "seekstorm"
+version = "1.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3de36aa404a293324e681b0bb2c97f82cdb3afa2cf219fe6e8a20eba40d97802"
+dependencies = [
+ "ahash",
+ "aho-corasick",
+ "async-recursion",
+ "base64",
+ "chrono",
+ "colored",
+ "crossbeam-channel",
+ "csv",
+ "ctrlc",
+ "finl_unicode",
+ "futures",
+ "gxhash",
+ "http-body-util",
+ "hyper",
+ "hyper-util",
+ "indexmap",
+ "itertools",
+ "lazy_static",
+ "memmap2",
+ "num",
+ "num-derive",
+ "num-format",
+ "num-traits",
+ "num_cpus",
+ "pdfium-render",
+ "rand 0.9.2",
+ "rayon",
+ "regex",
+ "regex-syntax",
+ "rust-stemmers",
+ "serde",
+ "serde_json",
+ "sha2",
+ "smallvec",
+ "symspell_complete_rs",
+ "tokio",
+ "tokio-test",
+ "unicode-normalization",
+ "url",
+ "utoipa",
+ "walkdir",
+ "winapi",
+ "zstd",
+]
+
 [[package]]
 name = "selectors"
 version = "0.26.0"
@@ -3068,14 +3624,28 @@ dependencies = [
 
 [[package]]
 name = "serde_json"
-version = "1.0.140"
+version = "1.0.149"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "20068b6e96dc6c9bd23e01df8827e6c7e1f2fddd43c21810382803c136b99373"
+checksum = "83fc039473c5595ace860d8c4fafa220ff474b3fc6bfdb4293327f1a37e94d86"
 dependencies = [
  "itoa",
  "memchr",
+ "serde",
+ "serde_core",
+ "zmij",
+]
+
+[[package]]
+name = "serde_norway"
+version = "0.9.42"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e408f29489b5fd500fab51ff1484fc859bb655f32c671f307dcd733b72e8168c"
+dependencies = [
+ "indexmap",
+ "itoa",
  "ryu",
  "serde",
+ "unsafe-libyaml-norway",
 ]
 
 [[package]]
@@ -3138,6 +3708,17 @@ dependencies = [
  "sha1",
 ]
 
+[[package]]
+name = "sha2"
+version = "0.10.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a7507d819769d01a365ab707794a4084392c824f54a7a6a7862f8c3d0892b283"
+dependencies = [
+ "cfg-if",
+ "cpufeatures",
+ "digest",
+]
+
 [[package]]
 name = "sharded-slab"
 version = "0.1.7"
@@ -3159,6 +3740,16 @@ version = "1.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0fda2ff0d084019ba4d7c6f371c95d8fd75ce3524c3cb8fb653a3023f6323e64"
 
+[[package]]
+name = "signal-hook-registry"
+version = "1.4.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c4db69cba1110affc0e9f7bcd48bbf87b3f4fc7c61fc9155afd4c469eb3d6c1b"
+dependencies = [
+ "errno",
+ "libc",
+]
+
 [[package]]
 name = "siphasher"
 version = "1.0.1"
@@ -3190,16 +3781,6 @@ dependencies = [
  "serde_core",
 ]
 
-[[package]]
-name = "socket2"
-version = "0.5.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c970269d99b64e60ec3bd6ad27270092a5394c4e309314b18ae3fe575695fbe8"
-dependencies = [
- "libc",
- "windows-sys 0.52.0",
-]
-
 [[package]]
 name = "socket2"
 version = "0.6.1"
@@ -3259,6 +3840,22 @@ version = "2.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
 
+[[package]]
+name = "symspell_complete_rs"
+version = "0.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "57249a02e607aaafa8ca327e7503bd213e96842aaed8b6a5aab2f20d30875aa0"
+dependencies = [
+ "ahash",
+ "compact_str",
+ "gxhash",
+ "itertools",
+ "regex",
+ "smallvec",
+ "strsim",
+ "unicode-normalization",
+]
+
 [[package]]
 name = "syn"
 version = "1.0.109"
@@ -3370,7 +3967,7 @@ dependencies = [
  "getrandom 0.3.1",
  "once_cell",
  "rustix",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -3487,11 +4084,25 @@ dependencies = [
  "bytes",
  "libc",
  "mio",
+ "parking_lot",
  "pin-project-lite",
- "socket2 0.6.1",
+ "signal-hook-registry",
+ "socket2",
+ "tokio-macros",
  "windows-sys 0.61.2",
 ]
 
+[[package]]
+name = "tokio-macros"
+version = "2.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "af407857209536a95c8e56f8231ef2c2e2aff839b22e07a1ffcbc617e9db9fa5"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.98",
+]
+
 [[package]]
 name = "tokio-native-tls"
 version = "0.3.1"
@@ -3512,6 +4123,28 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "tokio-stream"
+version = "0.1.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "32da49809aab5c3bc678af03902d4ccddea2a87d028d86392a4b1560c6906c70"
+dependencies = [
+ "futures-core",
+ "pin-project-lite",
+ "tokio",
+]
+
+[[package]]
+name = "tokio-test"
+version = "0.4.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3f6d24790a10a7af737693a3e8f1d03faef7e6ca0cc99aae5066f533766de545"
+dependencies = [
+ "futures-core",
+ "tokio",
+ "tokio-stream",
+]
+
 [[package]]
 name = "tokio-util"
 version = "0.7.13"
@@ -3791,6 +4424,12 @@ version = "0.2.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ebc1c04c71510c7f702b52b7c350734c9ff1295c464a03335b00bb84fc54f853"
 
+[[package]]
+name = "unsafe-libyaml-norway"
+version = "0.2.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b39abd59bf32521c7f2301b52d05a6a2c975b6003521cbd0c6dc1582f0a22104"
+
 [[package]]
 name = "untrusted"
 version = "0.9.0"
@@ -3799,14 +4438,15 @@ checksum = "8ecb6da28b8a351d773b68d5825ac39017e680750f980f3a1a85cd8dd28a47c1"
 
 [[package]]
 name = "url"
-version = "2.5.4"
+version = "2.5.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32f8b686cadd1473f4bd0117a5d28d36b1ade384ea9b5069a1c40aefed7fda60"
+checksum = "ff67a8a4397373c3ef660812acab3268222035010ab8680ec4215f38ba3d0eed"
 dependencies = [
  "form_urlencoded",
  "idna",
  "percent-encoding",
  "serde",
+ "serde_derive",
 ]
 
 [[package]]
@@ -3821,6 +4461,15 @@ version = "1.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c8232dd3cdaed5356e0f716d285e4b40b932ac434100fe9b7e0e8e935b9e6246"
 
+[[package]]
+name = "utf16string"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b62a1e85e12d5d712bf47a85f426b73d303e2d00a90de5f3004df3596e9d216"
+dependencies = [
+ "byteorder",
+]
+
 [[package]]
 name = "utf8_iter"
 version = "1.0.4"
@@ -3833,6 +4482,30 @@ version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
 
+[[package]]
+name = "utoipa"
+version = "5.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2fcc29c80c21c31608227e0912b2d7fddba57ad76b606890627ba8ee7964e993"
+dependencies = [
+ "indexmap",
+ "serde",
+ "serde_json",
+ "serde_norway",
+ "utoipa-gen",
+]
+
+[[package]]
+name = "utoipa-gen"
+version = "5.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6d79d08d92ab8af4c5e8a6da20c47ae3f61a0f1dabc1997cdf2d082b757ca08b"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.98",
+]
+
 [[package]]
 name = "valuable"
 version = "0.1.1"
@@ -3845,6 +4518,15 @@ version = "0.2.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "accd4ea62f7bb7a82fe23066fb0957d48ef677f6eeb8215f372f52e48bb32426"
 
+[[package]]
+name = "vecmath"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "956ae1e0d85bca567dee1dcf87fb1ca2e792792f66f87dced8381f99cd91156a"
+dependencies = [
+ "piston-float",
+]
+
 [[package]]
 name = "version_check"
 version = "0.9.5"
@@ -3998,14 +4680,17 @@ dependencies = [
 name = "webscraping"
 version = "0.1.0"
 dependencies = [
+ "anyhow",
  "cargo-audit",
  "clap",
  "rand 0.9.2",
  "rayon",
  "reqwest",
  "scraper",
+ "seekstorm",
  "serde",
  "serde_json",
+ "tokio",
 ]
 
 [[package]]
@@ -4030,7 +4715,7 @@ version = "0.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c2a7b1c03c876122aa43f3020e6c3c3ee5c05081c9a00739faf7503aeba10d22"
 dependencies = [
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -4039,6 +4724,41 @@ version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
 
+[[package]]
+name = "windows-core"
+version = "0.62.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b8e83a14d34d0623b51dce9581199302a221863196a1dde71a7663a4c2be9deb"
+dependencies = [
+ "windows-implement",
+ "windows-interface",
+ "windows-link",
+ "windows-result",
+ "windows-strings",
+]
+
+[[package]]
+name = "windows-implement"
+version = "0.60.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.98",
+]
+
+[[package]]
+name = "windows-interface"
+version = "0.59.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.98",
+]
+
 [[package]]
 name = "windows-link"
 version = "0.2.1"
@@ -4367,3 +5087,52 @@ name = "zlib-rs"
 version = "0.5.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "40990edd51aae2c2b6907af74ffb635029d5788228222c4bb811e9351c0caad3"
+
+[[package]]
+name = "zmij"
+version = "1.0.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bd8f3f50b848df28f887acb68e41201b5aea6bc8a8dacc00fb40635ff9a72fea"
+
+[[package]]
+name = "zstd"
+version = "0.13.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e91ee311a569c327171651566e07972200e76fcfe2242a4fa446149a3881c08a"
+dependencies = [
+ "zstd-safe",
+]
+
+[[package]]
+name = "zstd-safe"
+version = "7.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f49c4d5f0abb602a93fb8736af2a4f4dd9512e36f7f570d66e65ff867ed3b9d"
+dependencies = [
+ "zstd-sys",
+]
+
+[[package]]
+name = "zstd-sys"
+version = "2.0.16+zstd.1.5.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91e19ebc2adc8f83e43039e79776e3fda8ca919132d68a1fed6a5faca2683748"
+dependencies = [
+ "cc",
+ "pkg-config",
+]
+
+[[package]]
+name = "zune-core"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cb8a0807f7c01457d0379ba880ba6322660448ddebc890ce29bb64da71fb40f9"
+
+[[package]]
+name = "zune-jpeg"
+version = "0.5.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "87c86acb70a85b2c16f071f171847d1945e8f44812630463cd14ec83900ad01c"
+dependencies = [
+ "zune-core",
+]
diff --git a/backend/musixmatch/Cargo.toml b/backend/musixmatch/Cargo.toml
index 6e8ce8a..b475e19 100644
--- a/backend/musixmatch/Cargo.toml
+++ b/backend/musixmatch/Cargo.toml
@@ -6,11 +6,14 @@ edition = "2021"
 # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
 
 [dependencies]
+anyhow = "1.0.100"
 cargo-audit = "0.22.0"
 clap = { version = "4.5.38", features = ["derive"] }
 rand = "0.9.2"
 rayon = "1.10.0"
 reqwest = { version = "0.12.12", features = ["blocking"] }
 scraper = "0.22.0"
+seekstorm = "1.2.4"
 serde = { version = "1.0.219", features = ["derive"] }
 serde_json = "1.0.140"
+tokio = "1.49.0"
diff --git a/backend/musixmatch/src/keyword_search.rs b/backend/musixmatch/src/keyword_search.rs
new file mode 100644
index 0000000..8724f10
--- /dev/null
+++ b/backend/musixmatch/src/keyword_search.rs
@@ -0,0 +1,287 @@
+use std::path::Path;
+use std::sync::Arc;
+use tokio::sync::RwLock;
+use seekstorm::index::{Index, open_index};
+use clap::{ Subcommand, Parser};
+
+struct SearchFn<'a> {
+    path_to_index: &'a str,
+}
+
+impl SearchFn<'_> {
+
+    pub async fn new(&self) -> Result<(), Box<dyn std::error::Error>> {
+        use seekstorm::index::{
+            AccessType, FrequentwordType, IndexMetaObject, NgramSet, SimilarityType, StemmerType,
+            StopwordType, TokenizerType, create_index,
+        };
+
+        ///TODO
+        let schema_json = r#"
+        [{"field":"title","field_type":"Text","stored":false,"indexed":false},
+        {"field":"body","field_type":"Text","stored":true,"indexed":true},
+        {"field":"url","field_type":"Text","stored":false,"indexed":false}]"#;
+        let schema = serde_json::from_str(schema_json).unwrap();
+        let meta = IndexMetaObject {
+            id: 0,
+            name: "acho_index".into(),
+            similarity: SimilarityType::Bm25f,
+            tokenizer: TokenizerType::AsciiAlphabetic,
+            stemmer: StemmerType::None,
+            stop_words: StopwordType::None,
+            frequent_words: FrequentwordType::English,
+            ngram_indexing: NgramSet::NgramFF as u8,
+            access_type: AccessType::Mmap,
+            spelling_correction: None,
+            query_completion: None,
+        };
+        let segment_number_bits1 = 11;
+        let index_arc = create_index(
+            Path::new(self.path_to_index),
+            meta,
+            &schema,
+            &Vec::new(),
+            11,
+            false,
+            None,
+        )
+        .await?;
+
+        Ok(())
+
+    }
+
+    pub async fn index_documents(&self) -> Result<(),  Box<dyn std::error::Error>> {
+        use seekstorm::index::open_index;
+        use seekstorm::index::IndexDocuments;
+
+        ///TODO
+        let documents_json = r#"
+        [{"title":"title1 test","body":"body1","url":"url1"},
+        {"title":"title2","body":"body2 test","url":"url2"},
+        {"title":"title3 test","body":"body3 test","url":"url3"}]"#;
+
+        let documents_vec = serde_json::from_str(documents_json)?;
+        let index_arc = open_index(Path::new(&self.path_to_index), false).await;
+    
+        match index_arc {
+            Ok(index) => {
+                index.index_documents(documents_vec).await;
+                Ok(())
+            }
+
+            Err(error) => {
+                Err(error.into())
+            }
+        }
+        
+        // Ok(())
+    }
+
+    pub async fn update_index(&self) -> Result<(), Box<dyn std::error::Error>> {
+        use seekstorm::commit::Commit;
+        use seekstorm::index::UpdateDocuments;
+
+        ///TODO
+        let id_document_vec_json = r#"
+        [[1,{"title":"title1 test","body":"body1","url":"url1"}],
+        [2,{"title":"title3 test","body":"body3 test","url":"url3"}]]"#;
+        let id_document_vec = serde_json::from_str(id_document_vec_json).unwrap();
+        let index_arc = open_index(Path::new(&self.path_to_index), false).await;
+    
+        match index_arc {
+            Ok(index_arc) => {
+                index_arc.update_documents(id_document_vec).await;
+                index_arc.commit().await;
+            }
+
+            Err(error) => {
+                // Err::<(error);
+            }
+        }
+
+        Ok(())
+    }
+
+    pub async fn ingest_json(&self, json_file: &Path) -> Result<(), Box<dyn std::error::Error>> {
+        use seekstorm::ingest::IngestJson;
+        use std::path::Path;
+
+        let index_arc = open_index(Path::new(self.path_to_index), false).await;
+
+
+        match index_arc {
+            Ok(mut index_arc) => {
+                index_arc.ingest_json(json_file).await;
+                println!("1111");
+                println!("{}", self.path_to_index);
+            }
+
+            Err(error) => {
+                // Err(error.into());
+                println!("error: {}", error)
+            }
+        }
+
+        Ok(())
+    }
+
+    ///For reset functionality
+    pub async fn delete_index(&self) -> ()  {
+        let index_arc = open_index(Path::new(self.path_to_index), false).await;
+        
+        match index_arc {
+            Ok(index_arc) => {
+                let _ = index_arc.write().await.delete_index();
+            }
+
+            Err(error) => {
+                // Err(error.into());
+            }
+        }
+
+        
+    }
+
+    pub async fn search_index(&self, query: String) {
+        use seekstorm::highlighter::{Highlight, highlighter};
+        use seekstorm::search::{
+            QueryFacet, QueryRewriting, QueryType, ResultType, Search,
+        };
+        use std::collections::HashSet;
+
+        let offset = 0;
+        let length = 10;
+        let query_type = QueryType::Intersection;
+        let result_type = ResultType::TopkCount;
+        let include_uncommitted = false;
+        let field_filter = Vec::new();
+        let query_facets = vec![QueryFacet::String16 {
+            field: "town".to_string(),
+            prefix: "".to_string(),
+            length: u16::MAX,
+        }];
+        let facet_filter = Vec::new();
+
+        ///TODO
+        let result_sort = Vec::new();
+        let index_arc = open_index(Path::new(self.path_to_index), false).await;
+        match index_arc {
+            Ok(index_arc) => {
+            let result_object = index_arc
+                .search(
+                    query,
+                    query_type,
+                    offset,
+                    length,
+                    result_type,
+                    include_uncommitted,
+                    field_filter,
+                    query_facets,
+                    facet_filter,
+                    result_sort,
+                    QueryRewriting::SearchOnly,
+                )
+                .await;
+
+            // ### display results
+
+            let highlights: Vec<Highlight> = vec![Highlight {
+                field: "body".to_owned(),
+                name: String::new(),
+                fragment_number: 2,
+                fragment_size: 160,
+                highlight_markup: true,
+                ..Default::default()
+            }];
+            let highlighter =
+                Some(highlighter(&index_arc, highlights, result_object.query_terms).await);
+            let return_fields_filter = HashSet::new();
+            let distance_fields = Vec::new();
+            let index = index_arc.write().await;
+
+        ///TODO: specify return type
+            for result in result_object.results.iter() {
+                let doc = index
+                    .get_document(
+                        result.doc_id,
+                        false,
+                        &highlighter,
+                        &return_fields_filter,
+                        &distance_fields,
+                    )
+                    .await
+                    .unwrap();
+                println!(
+                    "result {} rank {} body field {:?}",
+                    result.doc_id,
+                    result.score,
+                    doc.get("body")
+                );
+            }
+            println!(
+                "result counts {} {} {}",
+                result_object.results.len(),
+                result_object.result_count,
+                result_object.result_count_total
+            );
+
+            println!(
+                "{}",
+                serde_json::to_string_pretty(&result_object.facets).unwrap()
+            );
+        }
+        
+            Err(error) => {
+                // Err(error.into());
+            }
+        }
+
+    }
+}
+#[derive(Parser, Debug)]
+#[command(version, about = "Index documents")]
+pub struct SearchCli {
+
+    // #[arg(short, long, group = "input")]
+    // pub path_to_json: Option<String>,
+
+    #[arg(short, long, group = "input")]
+    pub keyword_match: Option<String>,
+
+    #[command(subcommand)]
+    pub action: Action,
+    
+    }
+
+#[derive(Subcommand, Debug)]
+enum Action {
+        Index { 
+            path_to_file: String,
+            },
+        Search { keyword: String  }
+    }
+
+pub fn search() {
+
+    let args = SearchCli::parse();
+
+    match &args.action {
+        Action::Index { path_to_file } => {
+            let user_search =  SearchFn
+                {   
+                    path_to_index: "/Users/max/Code/Music/backend/musixmatch/",
+                };
+                let file_path = Path::new(&path_to_file);
+                let _ = user_search.ingest_json(file_path);
+        }
+
+        Action::Search { keyword } => {
+            let user_search =  SearchFn
+                {   
+                    path_to_index: "/Users/max/Code/Music/backend/musixmatch/",
+                };
+            user_search.search_index(keyword.to_string());
+        }
+}
+}