diff --git a/Cargo.lock b/Cargo.lock
index 5e62f31a6..f67fd530d 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1,6 +1,6 @@
 # This file is automatically @generated by Cargo.
 # It is not intended for manual editing.
-version = 3
+version = 4
 
 [[package]]
 name = "ahash"
@@ -80,7 +80,7 @@ version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "79947af37f4177cfead1110013d678905c37501914fba0efea834c3fe9a8d60c"
 dependencies = [
- "windows-sys 0.59.0",
+ "windows-sys",
 ]
 
 [[package]]
@@ -91,7 +91,7 @@ checksum = "ca3534e77181a9cc07539ad51f2141fe32f6c3ffd4df76db8ad92346b003ae4e"
 dependencies = [
  "anstyle",
  "once_cell",
- "windows-sys 0.59.0",
+ "windows-sys",
 ]
 
 [[package]]
@@ -544,6 +544,16 @@ version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "877a4ace8713b0bcf2a4e7eec82529c029f1d0619886d18145fea96c3ffe5c0f"
 
+[[package]]
+name = "erased-serde"
+version = "0.4.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e004d887f51fcb9fef17317a2f3525c887d8aa3f4f50fed920816a688284a5b7"
+dependencies = [
+ "serde",
+ "typeid",
+]
+
 [[package]]
 name = "errno"
 version = "0.3.10"
@@ -551,7 +561,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "33d852cb9b869c2a9b3df2f71a3074817f01e1844f839a144f5fcef059a4eb5d"
 dependencies = [
  "libc",
- "windows-sys 0.59.0",
+ "windows-sys",
 ]
 
 [[package]]
@@ -591,12 +601,12 @@ checksum = "d9c4f5dac5e15c24eb999c26181a6ca40b39fe946cbe4c263c7209467bc83af2"
 
 [[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",
+ "windows-sys",
 ]
 
 [[package]]
@@ -790,6 +800,15 @@ dependencies = [
  "hashbrown 0.12.3",
 ]
 
+[[package]]
+name = "inventory"
+version = "0.3.21"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc61209c082fbeb19919bee74b176221b27223e27b65d781eb91af24eb1fb46e"
+dependencies = [
+ "rustversion",
+]
+
 [[package]]
 name = "is-terminal"
 version = "0.4.16"
@@ -798,7 +817,7 @@ checksum = "e04d7f318608d35d4b61ddd75cbdaee86b023ebe2bd5a66ee0915f0bf93095a9"
 dependencies = [
  "hermit-abi 0.5.0",
  "libc",
- "windows-sys 0.59.0",
+ "windows-sys",
 ]
 
 [[package]]
@@ -865,12 +884,6 @@ version = "0.2.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8355be11b20d696c8f18f6cc018c4e372165b1fa8126cef092399c9951984ffa"
 
-[[package]]
-name = "linux-raw-sys"
-version = "0.4.15"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d26c52dbd32dccf2d10cac7725f8eae5296885fb5703b261f7d0a0739ec807ab"
-
 [[package]]
 name = "linux-raw-sys"
 version = "0.9.3"
@@ -1047,6 +1060,15 @@ version = "11.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d6790f58c7ff633d8771f42965289203411a5e5c68388703c06e14f24770b41e"
 
+[[package]]
+name = "ordered-float"
+version = "5.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f4779c6901a562440c3786d08192c6fbda7c1c2060edd10006b05ee35d10f2d"
+dependencies = [
+ "num-traits",
+]
+
 [[package]]
 name = "os_str_bytes"
 version = "6.6.1"
@@ -1061,7 +1083,7 @@ checksum = "b15813163c1d831bf4a13c3610c05c0d03b39feb07f7e09fa234dac9b15aaf39"
 
 [[package]]
 name = "ownedbytes"
-version = "0.7.0"
+version = "0.9.0"
 dependencies = [
  "stable_deref_trait",
 ]
@@ -1365,19 +1387,6 @@ version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "357703d41365b4b27c590e3ed91eabb1b663f07c4c084095e60cbed4362dff0d"
 
-[[package]]
-name = "rustix"
-version = "0.38.44"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fdb5bc1ae2baa591800df16c9ca78619bf65c0488b41b96ccec5d11220d8c154"
-dependencies = [
- "bitflags 2.9.0",
- "errno",
- "libc",
- "linux-raw-sys 0.4.15",
- "windows-sys 0.59.0",
-]
-
 [[package]]
 name = "rustix"
 version = "1.0.5"
@@ -1387,8 +1396,8 @@ dependencies = [
  "bitflags 2.9.0",
  "errno",
  "libc",
- "linux-raw-sys 0.9.3",
- "windows-sys 0.59.0",
+ "linux-raw-sys",
+ "windows-sys",
 ]
 
 [[package]]
@@ -1543,7 +1552,7 @@ dependencies = [
 
 [[package]]
 name = "tantivy"
-version = "0.23.0"
+version = "0.25.0"
 dependencies = [
  "aho-corasick",
  "arc-swap",
@@ -1596,7 +1605,7 @@ dependencies = [
  "tantivy-bitpacker",
  "tantivy-columnar",
  "tantivy-common",
- "tantivy-fst",
+ "tantivy-fst 0.5.0 (git+https://github.com/paradedb/fst.git)",
  "tantivy-query-grammar",
  "tantivy-sstable",
  "tantivy-stacker",
@@ -1605,6 +1614,7 @@ dependencies = [
  "test-log",
  "thiserror",
  "time",
+ "typetag",
  "uuid",
  "winapi",
  "zstd",
@@ -1612,7 +1622,7 @@ dependencies = [
 
 [[package]]
 name = "tantivy-bitpacker"
-version = "0.6.0"
+version = "0.9.0"
 dependencies = [
  "bitpacking",
  "proptest",
@@ -1621,7 +1631,7 @@ dependencies = [
 
 [[package]]
 name = "tantivy-columnar"
-version = "0.3.0"
+version = "0.6.0"
 dependencies = [
  "binggan",
  "downcast-rs",
@@ -1639,7 +1649,7 @@ dependencies = [
 
 [[package]]
 name = "tantivy-common"
-version = "0.7.0"
+version = "0.10.0"
 dependencies = [
  "async-trait",
  "binggan",
@@ -1651,6 +1661,17 @@ dependencies = [
  "time",
 ]
 
+[[package]]
+name = "tantivy-fst"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d60769b80ad7953d8a7b2c70cdfe722bbcdcac6bccc8ac934c40c034d866fc18"
+dependencies = [
+ "byteorder",
+ "regex-syntax 0.8.5",
+ "utf8-ranges",
+]
+
 [[package]]
 name = "tantivy-fst"
 version = "0.5.0"
@@ -1663,14 +1684,18 @@ dependencies = [
 
 [[package]]
 name = "tantivy-query-grammar"
-version = "0.22.0"
+version = "0.25.0"
 dependencies = [
+ "fnv",
  "nom",
+ "ordered-float",
+ "serde",
+ "serde_json",
 ]
 
 [[package]]
 name = "tantivy-sstable"
-version = "0.3.0"
+version = "0.6.0"
 dependencies = [
  "criterion",
  "futures-util",
@@ -1680,13 +1705,13 @@ dependencies = [
  "rand",
  "tantivy-bitpacker",
  "tantivy-common",
- "tantivy-fst",
+ "tantivy-fst 0.5.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "zstd",
 ]
 
 [[package]]
 name = "tantivy-stacker"
-version = "0.3.0"
+version = "0.6.0"
 dependencies = [
  "ahash",
  "binggan",
@@ -1701,7 +1726,7 @@ dependencies = [
 
 [[package]]
 name = "tantivy-tokenizer-api"
-version = "0.3.0"
+version = "0.6.0"
 dependencies = [
  "serde",
 ]
@@ -1715,8 +1740,8 @@ dependencies = [
  "fastrand",
  "getrandom 0.3.2",
  "once_cell",
- "rustix 1.0.5",
- "windows-sys 0.59.0",
+ "rustix",
+ "windows-sys",
 ]
 
 [[package]]
@@ -1875,6 +1900,36 @@ dependencies = [
  "tracing-log",
 ]
 
+[[package]]
+name = "typeid"
+version = "1.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc7d623258602320d5c55d1bc22793b57daff0ec7efc270ea7d55ce1d5f5471c"
+
+[[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 2.0.100",
+]
+
 [[package]]
 name = "unarray"
 version = "0.1.4"
@@ -1983,7 +2038,7 @@ version = "0.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cf221c93e13a30d793f7645a0e7762c55d169dbb0a49671918a2319d289b10bb"
 dependencies = [
- "windows-sys 0.59.0",
+ "windows-sys",
 ]
 
 [[package]]
@@ -1992,15 +2047,6 @@ version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
 
-[[package]]
-name = "windows-sys"
-version = "0.52.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d"
-dependencies = [
- "windows-targets",
-]
-
 [[package]]
 name = "windows-sys"
 version = "0.59.0"
diff --git a/src/aggregation/mod.rs b/src/aggregation/mod.rs
index 9c65bcee6..ddf60ea4c 100644
--- a/src/aggregation/mod.rs
+++ b/src/aggregation/mod.rs
@@ -199,9 +199,7 @@ fn parse_str_into_f64<E: de::Error>(value: &str) -> Result<f64, E> {
 
 /// deserialize Option<f64> from string or float
 pub(crate) fn deserialize_option_f64<'de, D>(deserializer: D) -> Result<Option<f64>, D::Error>
-where
-    D: Deserializer<'de>,
-{
+where D: Deserializer<'de> {
     struct StringOrFloatVisitor;
 
     impl Visitor<'_> for StringOrFloatVisitor {
@@ -212,44 +210,32 @@ where
         }
 
         fn visit_str<E>(self, value: &str) -> Result<Self::Value, E>
-        where
-            E: de::Error,
-        {
+        where E: de::Error {
             parse_str_into_f64(value).map(Some)
         }
 
         fn visit_f64<E>(self, value: f64) -> Result<Self::Value, E>
-        where
-            E: de::Error,
-        {
+        where E: de::Error {
             Ok(Some(value))
         }
 
         fn visit_i64<E>(self, value: i64) -> Result<Self::Value, E>
-        where
-            E: de::Error,
-        {
+        where E: de::Error {
             Ok(Some(value as f64))
         }
 
         fn visit_u64<E>(self, value: u64) -> Result<Self::Value, E>
-        where
-            E: de::Error,
-        {
+        where E: de::Error {
             Ok(Some(value as f64))
         }
 
         fn visit_none<E>(self) -> Result<Self::Value, E>
-        where
-            E: de::Error,
-        {
+        where E: de::Error {
             Ok(None)
         }
 
         fn visit_unit<E>(self) -> Result<Self::Value, E>
-        where
-            E: de::Error,
-        {
+        where E: de::Error {
             Ok(None)
         }
     }
@@ -259,9 +245,7 @@ where
 
 /// deserialize f64 from string or float
 pub(crate) fn deserialize_f64<'de, D>(deserializer: D) -> Result<f64, D::Error>
-where
-    D: Deserializer<'de>,
-{
+where D: Deserializer<'de> {
     struct StringOrFloatVisitor;
 
     impl Visitor<'_> for StringOrFloatVisitor {
@@ -272,30 +256,22 @@ where
         }
 
         fn visit_str<E>(self, value: &str) -> Result<Self::Value, E>
-        where
-            E: de::Error,
-        {
+        where E: de::Error {
             parse_str_into_f64(value)
         }
 
         fn visit_f64<E>(self, value: f64) -> Result<Self::Value, E>
-        where
-            E: de::Error,
-        {
+        where E: de::Error {
             Ok(value)
         }
 
         fn visit_i64<E>(self, value: i64) -> Result<Self::Value, E>
-        where
-            E: de::Error,
-        {
+        where E: de::Error {
             Ok(value as f64)
         }
 
         fn visit_u64<E>(self, value: u64) -> Result<Self::Value, E>
-        where
-            E: de::Error,
-        {
+        where E: de::Error {
             Ok(value as f64)
         }
     }
diff --git a/src/query/mod.rs b/src/query/mod.rs
index d609a0402..f8fe3ac54 100644
--- a/src/query/mod.rs
+++ b/src/query/mod.rs
@@ -50,7 +50,9 @@ pub use self::explanation::Explanation;
 pub(crate) use self::fuzzy_query::DfaWrapper;
 pub use self::fuzzy_query::FuzzyTermQuery;
 pub use self::intersection::{intersect_scorers, Intersection};
-pub use self::more_like_this::{MoreLikeThisQuery, MoreLikeThisQueryBuilder};
+pub use self::more_like_this::{
+    MoreLikeThis, MoreLikeThisQuery, MoreLikeThisQueryBuilder, ScoreTerm,
+};
 pub use self::phrase_prefix_query::PhrasePrefixQuery;
 pub use self::phrase_query::regex_phrase_query::{wildcard_query_to_regex_str, RegexPhraseQuery};
 pub use self::phrase_query::PhraseQuery;
diff --git a/src/query/more_like_this/mod.rs b/src/query/more_like_this/mod.rs
index 277d2b9bb..943ddc69e 100644
--- a/src/query/more_like_this/mod.rs
+++ b/src/query/more_like_this/mod.rs
@@ -3,5 +3,5 @@ mod more_like_this;
 /// Module containing the different query implementations.
 mod query;
 
-pub use self::more_like_this::MoreLikeThis;
+pub use self::more_like_this::{MoreLikeThis, ScoreTerm};
 pub use self::query::{MoreLikeThisQuery, MoreLikeThisQueryBuilder};
diff --git a/src/query/more_like_this/more_like_this.rs b/src/query/more_like_this/more_like_this.rs
index 550abe5a3..7254842ad 100644
--- a/src/query/more_like_this/more_like_this.rs
+++ b/src/query/more_like_this/more_like_this.rs
@@ -11,7 +11,7 @@ use crate::tokenizer::{FacetTokenizer, PreTokenizedStream, TokenStream, Tokenize
 use crate::{DocAddress, Result, Searcher, TantivyDocument, TantivyError};
 
 #[derive(Debug, PartialEq)]
-struct ScoreTerm {
+pub struct ScoreTerm {
     pub term: Term,
     pub score: f32,
 }