diff --git a/frontend/src-tauri/Cargo.lock b/frontend/src-tauri/Cargo.lock
index 83474fb..c81bb08 100644
--- a/frontend/src-tauri/Cargo.lock
+++ b/frontend/src-tauri/Cargo.lock
@@ -422,6 +422,31 @@ dependencies = [
  "piper",
 ]
 
+[[package]]
+name = "bon"
+version = "3.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f47dbe92550676ee653353c310dfb9cf6ba17ee70396e1f7cf0a2020ad49b2fe"
+dependencies = [
+ "bon-macros",
+ "rustversion",
+]
+
+[[package]]
+name = "bon-macros"
+version = "3.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "519bd3116aeeb42d5372c29d982d16d0170d3d4a5ed85fc7dd91642ffff3c67c"
+dependencies = [
+ "darling",
+ "ident_case",
+ "prettyplease",
+ "proc-macro2",
+ "quote",
+ "rustversion",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "brotli"
 version = "7.0.0"
@@ -903,6 +928,12 @@ dependencies = [
  "syn 2.0.117",
 ]
 
+[[package]]
+name = "datasketches"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c286de4e81ea2590afc24d754e0f83810c566f50a1388fa75ebd57928c0d9745"
+
 [[package]]
 name = "deranged"
 version = "0.5.8"
@@ -1009,9 +1040,9 @@ dependencies = [
 
 [[package]]
 name = "downcast-rs"
-version = "1.2.1"
+version = "2.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "75b325c5dbd37f80359721ad39aca5a29fb04c89279657cffdda8736d0c0b9d2"
+checksum = "117240f60069e65410b3ae1bb213295bd828f707b5bec6596a1afc8793ce0cbc"
 
 [[package]]
 name = "dtoa"
@@ -1125,6 +1156,17 @@ version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "877a4ace8713b0bcf2a4e7eec82529c029f1d0619886d18145fea96c3ffe5c0f"
 
+[[package]]
+name = "erased-serde"
+version = "0.4.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d2add8a07dd6a8d93ff627029c51de145e12686fbc36ecb298ac22e74cf02dec"
+dependencies = [
+ "serde",
+ "serde_core",
+ "typeid",
+]
+
 [[package]]
 name = "errno"
 version = "0.3.14"
@@ -1267,6 +1309,12 @@ version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d9c4f5dac5e15c24eb999c26181a6ca40b39fe946cbe4c263c7209467bc83af2"
 
+[[package]]
+name = "foldhash"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "77ce24cb58228fbb8aa041425bb1050850ac19177686ea6e0f41a70416f56fdb"
+
 [[package]]
 name = "foreign-types"
 version = "0.3.2"
@@ -1293,12 +1341,12 @@ dependencies = [
 
 [[package]]
 name = "fs4"
-version = "0.8.4"
+version = "0.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f7e180ac76c23b45e767bd7ae9579bc0bb458618c4bc71835926e098e61d15f8"
+checksum = "8640e34b88f7652208ce9e88b1a37a2ae95227d84abec377ccd3c5cfeb141ed4"
 dependencies = [
- "rustix 0.38.44",
- "windows-sys 0.52.0",
+ "rustix 1.1.4",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -1865,9 +1913,7 @@ version = "0.15.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9229cfe53dfd69f0609a49f65461bd93001ea1ef889cd5529dd176593f5338a1"
 dependencies = [
- "allocator-api2",
- "equivalent",
- "foldhash",
+ "foldhash 0.1.5",
 ]
 
 [[package]]
@@ -1875,6 +1921,11 @@ name = "hashbrown"
 version = "0.16.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "841d1cc9bed7f9236f321df977030373f4a4163ae1a7dbfe1a51a2c1a51d9100"
+dependencies = [
+ "allocator-api2",
+ "equivalent",
+ "foldhash 0.2.0",
+]
 
 [[package]]
 name = "hashlink"
@@ -2396,9 +2447,15 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e0242819d153cba4b4b05a5a8f2a7e9bbf97b6055b2a002b395c96b5ff3c0222"
 dependencies = [
  "cfg-if",
- "js-sys",
- "wasm-bindgen",
- "web-sys",
+]
+
+[[package]]
+name = "inventory"
+version = "0.3.24"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a4f0c30c76f2f4ccee3fe55a2435f691ca00c0e4bd87abe4f4a851b1d4dac39b"
+dependencies = [
+ "rustversion",
 ]
 
 [[package]]
@@ -2436,9 +2493,9 @@ checksum = "a6cb138bb79a146c1bd460005623e142ef0181e3d0219cb493e02f7d08a35695"
 
 [[package]]
 name = "itertools"
-version = "0.12.1"
+version = "0.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba291022dbbd398a455acf126c1e341954079855bc60dfdda641363bd6922569"
+checksum = "2b192c782037fadd9cfa75548310488aabdbf3d2da73885b31bd0abd03351285"
 dependencies = [
  "either",
 ]
@@ -2660,12 +2717,6 @@ version = "0.2.184"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "48f5d2a454e16a5ea0f4ced81bd44e4cfc7bd3a507b61887c99fd3538b28e4af"
 
-[[package]]
-name = "libm"
-version = "0.2.16"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b6d2cec3eae94f9f509c767b45932f1ada8350c4bdb85af2fcab4a3c14807981"
-
 [[package]]
 name = "libredox"
 version = "0.1.15"
@@ -2744,18 +2795,18 @@ dependencies = [
 
 [[package]]
 name = "lru"
-version = "0.12.5"
+version = "0.16.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "234cf4f4a04dc1f57e24b96cc0cd600cf2af460d4161ac5ecdd0af8e1f3b2a38"
+checksum = "a1dc47f592c06f33f8e3aea9591776ec7c9f9e4124778ff8a3c3b87159f7e593"
 dependencies = [
- "hashbrown 0.15.5",
+ "hashbrown 0.16.1",
 ]
 
 [[package]]
 name = "lz4_flex"
-version = "0.11.6"
+version = "0.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "373f5eceeeab7925e0c1098212f2fbc4d416adec9d35051a6ab251e824c1854a"
+checksum = "db9a0d582c2874f68138a16ce1867e0ffde6c0bb0a0df85e1f36d04146db488a"
 
 [[package]]
 name = "mac"
@@ -2803,11 +2854,10 @@ checksum = "2532096657941c2fea9c289d370a250971c689d4f143798ff67113ec042024a5"
 
 [[package]]
 name = "measure_time"
-version = "0.8.3"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dbefd235b0aadd181626f281e1d684e116972988c14c264e42069d5e8a5775cc"
+checksum = "51c55d61e72fc3ab704396c5fa16f4c184db37978ae4e94ca8959693a235fc0e"
 dependencies = [
- "instant",
  "log",
 ]
 
@@ -3085,17 +3135,6 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "071dfc062690e90b734c0b2273ce72ad0ffa95f0c74596bc250dcfd960262841"
 dependencies = [
  "autocfg",
- "libm",
-]
-
-[[package]]
-name = "num_cpus"
-version = "1.17.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91df4bbde75afed763b708b7eee1e8e7651e02d97f6d5dd763e89367e957b23b"
-dependencies = [
- "hermit-abi 0.5.2",
- "libc",
 ]
 
 [[package]]
@@ -3236,6 +3275,15 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "04744f49eae99ab78e0d5c0b603ab218f515ea8cfe5a456d7629ad883a3b6e7d"
 
+[[package]]
+name = "ordered-float"
+version = "5.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b7d950ca161dc355eaf28f82b11345ed76c6e1f6eb1f4f4479e0323b9e2fbd0e"
+dependencies = [
+ "num-traits",
+]
+
 [[package]]
 name = "ordered-stream"
 version = "0.2.0"
@@ -3248,9 +3296,9 @@ dependencies = [
 
 [[package]]
 name = "ownedbytes"
-version = "0.7.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c3a059efb063b8f425b948e042e6b9bd85edfe60e913630ed727b23e2dfcc558"
+checksum = "2fbd56f7631767e61784dc43f8580f403f4475bd4aaa4da003e6295e1bab4a7e"
 dependencies = [
  "stable_deref_trait",
 ]
@@ -3753,16 +3801,6 @@ dependencies = [
  "getrandom 0.2.17",
 ]
 
-[[package]]
-name = "rand_distr"
-version = "0.4.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32cb0b9bc82b0a0876c2dd994a7e7a2683d3e7390ca40e6886785ef0c7e3ee31"
-dependencies = [
- "num-traits",
- "rand 0.8.5",
-]
-
 [[package]]
 name = "rand_hc"
 version = "0.2.0"
@@ -4055,9 +4093,9 @@ dependencies = [
 
 [[package]]
 name = "rustc-hash"
-version = "1.1.0"
+version = "2.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08d43f7aa6b08d49f382cde6a7982047c3426db949b1424bc4b7ec9ae12c6ce2"
+checksum = "94300abf3f1ae2e2b8ffb7b58043de3d399c73fa6f4b73826402a5c457614dbe"
 
 [[package]]
 name = "rustc_version"
@@ -4545,9 +4583,9 @@ checksum = "b2aa850e253778c88a04c3d7323b043aeda9d3e30d5971937c1855769763678e"
 
 [[package]]
 name = "sketches-ddsketch"
-version = "0.2.2"
+version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "85636c14b73d81f541e525f585c0a2109e6744e1565b5c1668e31c70c10ed65c"
+checksum = "05e40b6cf54d988dc1a2223531b969c9a9e30906ad90ef64890c27b4bfbb46ea"
 dependencies = [
  "serde",
 ]
@@ -4798,18 +4836,20 @@ dependencies = [
 
 [[package]]
 name = "tantivy"
-version = "0.22.1"
+version = "0.26.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96599ea6fccd844fc833fed21d2eecac2e6a7c1afd9e044057391d78b1feb141"
+checksum = "778da245841522199d512d19511b041425d8cff3a8f262b4e1516fceb050289a"
 dependencies = [
  "aho-corasick",
  "arc-swap",
  "base64 0.22.1",
  "bitpacking",
+ "bon",
  "byteorder",
  "census",
  "crc32fast",
  "crossbeam-channel",
+ "datasketches",
  "downcast-rs",
  "fastdivide",
  "fnv",
@@ -4822,7 +4862,6 @@ dependencies = [
  "lz4_flex",
  "measure_time",
  "memmap2",
- "num_cpus",
  "once_cell",
  "oneshot",
  "rayon",
@@ -4841,26 +4880,27 @@ dependencies = [
  "tantivy-stacker",
  "tantivy-tokenizer-api",
  "tempfile",
- "thiserror 1.0.69",
+ "thiserror 2.0.18",
  "time",
+ "typetag",
  "uuid",
  "winapi",
 ]
 
 [[package]]
 name = "tantivy-bitpacker"
-version = "0.6.0"
+version = "0.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "284899c2325d6832203ac6ff5891b297fc5239c3dc754c5bc1977855b23c10df"
+checksum = "4fed3d674429bcd2de5d0a6d1aa5495fed8afd9c5ecce993019caf7615f53fa4"
 dependencies = [
  "bitpacking",
 ]
 
 [[package]]
 name = "tantivy-columnar"
-version = "0.3.0"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "12722224ffbe346c7fec3275c699e508fd0d4710e629e933d5736ec524a1f44e"
+checksum = "c57166f5bcfd478f370ab8445afb4678dce44801fa5ce5c451aaf8595583c5dc"
 dependencies = [
  "downcast-rs",
  "fastdivide",
@@ -4874,9 +4914,9 @@ dependencies = [
 
 [[package]]
 name = "tantivy-common"
-version = "0.7.0"
+version = "0.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8019e3cabcfd20a1380b491e13ff42f57bb38bf97c3d5fa5c07e50816e0621f4"
+checksum = "bbf10915aa75da3c3b0d58b58853d2e889efbaf32d4982a4c3715dde6bba23e5"
 dependencies = [
  "async-trait",
  "byteorder",
@@ -4898,19 +4938,25 @@ dependencies = [
 
 [[package]]
 name = "tantivy-query-grammar"
-version = "0.22.0"
+version = "0.26.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "847434d4af57b32e309f4ab1b4f1707a6c566656264caa427ff4285c4d9d0b82"
+checksum = "dfadb8526b6da90704feb293b0701a6aae62ea14983143344be2dc5ce30f1d82"
 dependencies = [
+ "fnv",
  "nom",
+ "ordered-float",
+ "serde",
+ "serde_json",
 ]
 
 [[package]]
 name = "tantivy-sstable"
-version = "0.3.0"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c69578242e8e9fc989119f522ba5b49a38ac20f576fc778035b96cc94f41f98e"
+checksum = "8a2cfc3ac5164cbadc28965ffb145a8f47582a60ae5897859ad8d4316596c606"
 dependencies = [
+ "futures-util",
+ "itertools",
  "tantivy-bitpacker",
  "tantivy-common",
  "tantivy-fst",
@@ -4919,20 +4965,19 @@ dependencies = [
 
 [[package]]
 name = "tantivy-stacker"
-version = "0.3.0"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c56d6ff5591fc332739b3ce7035b57995a3ce29a93ffd6012660e0949c956ea8"
+checksum = "6cbb051742da9d53ca9e8fff43a9b10e319338b24e2c0e15d0372df19ffeb951"
 dependencies = [
  "murmurhash32",
- "rand_distr",
  "tantivy-common",
 ]
 
 [[package]]
 name = "tantivy-tokenizer-api"
-version = "0.3.0"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a0dcade25819a89cfe6f17d932c9cedff11989936bf6dd4f336d50392053b04"
+checksum = "eac258c2c6390673f2685813afeeafcb8c4e0ee7de8dd3fc46838dcc37263f98"
 dependencies = [
  "serde",
 ]
@@ -5578,12 +5623,42 @@ version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
 
+[[package]]
+name = "typeid"
+version = "1.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc7d623258602320d5c55d1bc22793b57daff0ec7efc270ea7d55ce1d5f5471c"
+
 [[package]]
 name = "typenum"
 version = "1.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "562d481066bde0658276a35467c4af00bdc6ee726305698a55b86e61d7ad82bb"
 
+[[package]]
+name = "typetag"
+version = "0.2.21"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be2212c8a9b9bcfca32024de14998494cf9a5dfa59ea1b829de98bac374b86bf"
+dependencies = [
+ "erased-serde",
+ "inventory",
+ "once_cell",
+ "serde",
+ "typetag-impl",
+]
+
+[[package]]
+name = "typetag-impl"
+version = "0.2.21"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "27a7a9b72ba121f6f1f6c3632b85604cac41aedb5ddc70accbebb6cac83de846"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "uds_windows"
 version = "1.2.1"
diff --git a/frontend/src-tauri/Cargo.toml b/frontend/src-tauri/Cargo.toml
index f837793..10b3c59 100644
--- a/frontend/src-tauri/Cargo.toml
+++ b/frontend/src-tauri/Cargo.toml
@@ -46,7 +46,7 @@ notify = "6.1"
 serde_yaml = "0.9"
 
 # Search
-tantivy = "0.22"
+tantivy = "0.26"
 
 # Graph data structure
 petgraph = "0.6"