diff --git a/Cargo.lock b/Cargo.lock
index 17575cd48..c54acfa02 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1725,7 +1725,7 @@ dependencies = [
 [[package]]
 name = "milli"
 version = "0.1.0"
-source = "git+https://github.com/meilisearch/milli.git?rev=794fce7#794fce7bff3e3461a7f3954fd97f58f8232e5a8e"
+source = "git+https://github.com/meilisearch/milli.git?rev=f190d5f#f190d5f496cc39517b6a81300c6dee9b6dba7a38"
 dependencies = [
  "anyhow",
  "bstr",
@@ -1756,6 +1756,7 @@ dependencies = [
  "roaring",
  "serde",
  "serde_json",
+ "slice-group-by",
  "smallstr",
  "smallvec",
  "tempfile",
diff --git a/meilisearch-http/Cargo.toml b/meilisearch-http/Cargo.toml
index b760a3d27..8ee612d3f 100644
--- a/meilisearch-http/Cargo.toml
+++ b/meilisearch-http/Cargo.toml
@@ -38,7 +38,7 @@ main_error = "0.1.0"
 meilisearch-error = { path = "../meilisearch-error" }
 meilisearch-tokenizer = { git = "https://github.com/meilisearch/Tokenizer.git", branch = "main" }
 memmap = "0.7.0"
-milli = { git = "https://github.com/meilisearch/milli.git", rev = "794fce7" }
+milli = { git = "https://github.com/meilisearch/milli.git", rev = "f190d5f" }
 mime = "0.3.16"
 once_cell = "1.5.2"
 rand = "0.7.3"
diff --git a/meilisearch-http/src/data/mod.rs b/meilisearch-http/src/data/mod.rs
index 15db0e4ae..2904bb67f 100644
--- a/meilisearch-http/src/data/mod.rs
+++ b/meilisearch-http/src/data/mod.rs
@@ -109,7 +109,7 @@ impl Data {
         let criteria = index
             .criteria(&txn)?
             .into_iter()
-            .map(|v| format!("{:?}", v))
+            .map(|v| format!("{}", v))
             .collect();
 
         Ok(Settings {
diff --git a/meilisearch-http/src/data/search.rs b/meilisearch-http/src/data/search.rs
index c76e21638..a721a8200 100644
--- a/meilisearch-http/src/data/search.rs
+++ b/meilisearch-http/src/data/search.rs
@@ -6,7 +6,7 @@ use anyhow::{bail, Context};
 use either::Either;
 use heed::RoTxn;
 use meilisearch_tokenizer::{Analyzer, AnalyzerConfig};
-use milli::{obkv_to_json, FacetCondition, Index, facet::FacetValue};
+use milli::{FacetCondition, Index, MatchingWords, facet::FacetValue, obkv_to_json};
 use serde::{Deserialize, Serialize};
 use serde_json::{Map, Value};
 
@@ -60,7 +60,7 @@ impl SearchQuery {
 
         let milli::SearchResult {
             documents_ids,
-            found_words,
+            matching_words,
             candidates,
             ..
         } = search.execute()?;
@@ -92,7 +92,7 @@ impl SearchQuery {
         for (_id, obkv) in index.documents(&rtxn, documents_ids)? {
             let mut object = obkv_to_json(&displayed_fields_ids, &fields_ids_map, obkv)?;
             if let Some(ref attributes_to_highlight) = self.attributes_to_highlight {
-                highlighter.highlight_record(&mut object, &found_words, attributes_to_highlight);
+                highlighter.highlight_record(&mut object, &matching_words, attributes_to_highlight);
             }
             documents.push(object);
         }
@@ -145,7 +145,7 @@ impl<'a, A: AsRef<[u8]>> Highlighter<'a, A> {
         Self { analyzer }
     }
 
-    fn highlight_value(&self, value: Value, words_to_highlight: &HashSet<String>) -> Value {
+    fn highlight_value(&self, value: Value, words_to_highlight: &MatchingWords) -> Value {
         match value {
             Value::Null => Value::Null,
             Value::Bool(boolean) => Value::Bool(boolean),
@@ -155,7 +155,7 @@ impl<'a, A: AsRef<[u8]>> Highlighter<'a, A> {
                 let analyzed = self.analyzer.analyze(&old_string);
                 for (word, token) in analyzed.reconstruct() {
                     if token.is_word() {
-                        let to_highlight = words_to_highlight.contains(token.text());
+                        let to_highlight = words_to_highlight.matches(token.text());
                         if to_highlight {
                             string.push_str("<mark>")
                         }
@@ -187,7 +187,7 @@ impl<'a, A: AsRef<[u8]>> Highlighter<'a, A> {
     fn highlight_record(
         &self,
         object: &mut Map<String, Value>,
-        words_to_highlight: &HashSet<String>,
+        words_to_highlight: &MatchingWords,
         attributes_to_highlight: &HashSet<String>,
     ) {
         // TODO do we need to create a string for element that are not and needs to be highlight?
diff --git a/meilisearch-http/tests/settings/get_settings.rs b/meilisearch-http/tests/settings/get_settings.rs
index 6c57863ac..25d46b961 100644
--- a/meilisearch-http/tests/settings/get_settings.rs
+++ b/meilisearch-http/tests/settings/get_settings.rs
@@ -10,7 +10,6 @@ async fn get_settings_unexisting_index() {
 
 // test broken, should be fixed with milli#101
 #[actix_rt::test]
-#[ignore]
 async fn get_settings() {
     let server = Server::new().await;
     let index = server.index("test");
@@ -22,7 +21,7 @@ async fn get_settings() {
     assert_eq!(settings["displayedAttributes"], json!(["*"]));
     assert_eq!(settings["searchableAttributes"], json!(["*"]));
     assert_eq!(settings["facetedAttributes"], json!({}));
-    assert_eq!(settings["rankingRules"], json!(["typo", "words", "proximmity", "attributes", "wordsPosition", "exactness"]));
+    assert_eq!(settings["rankingRules"], json!(["typo", "words", "proximity", "attribute", "wordsPosition", "exactness"]));
 }
 
 #[actix_rt::test]