diff --git a/Cargo.lock b/Cargo.lock
index 30bd2e957..f1ee204a8 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2581,7 +2581,7 @@ dependencies = [
 [[package]]
 name = "hannoy"
 version = "0.7.0"
-source = "git+https://github.com/kerollmops/hannoy?branch=expose-private-types#98c7adda0d96a9f98203797d24c26a4de06cab3e"
+source = "git+https://github.com/kerollmops/hannoy?branch=basic-and-ugly-filtering#c8c9d8bf58642df8cf7e994d5cd8018b91c42369"
 dependencies = [
  "bytemuck",
  "byteorder",
@@ -3344,7 +3344,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "07033963ba89ebaf1584d767badaa2e8fcec21aedea6b8c0346d487d49c28667"
 dependencies = [
  "cfg-if",
- "windows-targets 0.52.6",
+ "windows-targets 0.48.5",
 ]
 
 [[package]]
@@ -6942,7 +6942,7 @@ version = "0.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cf221c93e13a30d793f7645a0e7762c55d169dbb0a49671918a2319d289b10bb"
 dependencies = [
- "windows-sys 0.59.0",
+ "windows-sys 0.48.0",
 ]
 
 [[package]]
diff --git a/crates/milli/Cargo.toml b/crates/milli/Cargo.toml
index e18e13935..61deaf0d2 100644
--- a/crates/milli/Cargo.toml
+++ b/crates/milli/Cargo.toml
@@ -87,7 +87,7 @@ rhai = { version = "1.22.2", features = [
     "no_time",
     "sync",
 ] }
-hannoy = { git = "https://github.com/kerollmops/hannoy", branch = "expose-private-types" }
+hannoy = { git = "https://github.com/kerollmops/hannoy", branch = "basic-and-ugly-filtering" }
 rand = "0.8.5"
 tracing = "0.1.41"
 ureq = { version = "2.12.1", features = ["json"] }
diff --git a/crates/milli/src/vector/mod.rs b/crates/milli/src/vector/mod.rs
index 7219e8708..7fcbecd50 100644
--- a/crates/milli/src/vector/mod.rs
+++ b/crates/milli/src/vector/mod.rs
@@ -461,13 +461,12 @@ impl HannoyWrapper {
 
         for reader in self.readers(rtxn, db) {
             let reader = reader?;
-            let searcher = reader.nns(limit, limit * 2); // TODO find better ef
+            let mut searcher = reader.nns(limit, limit * 2); // TODO find better ef
             if let Some(filter) = filter {
                 if reader.item_ids().is_disjoint(filter) {
                     continue;
                 }
-                tracing::error!("Hannoy doesn't support filtering");
-                // searcher.candidates(filter);
+                searcher.candidates(filter);
             }
 
             if let Some(mut ret) = searcher.by_item(rtxn, item)? {
@@ -504,13 +503,12 @@ impl HannoyWrapper {
 
         for reader in self.readers(rtxn, db) {
             let reader = reader?;
-            let searcher = reader.nns(limit, limit * 2); // TODO find better ef
+            let mut searcher = reader.nns(limit, limit * 2); // TODO find better ef
             if let Some(filter) = filter {
                 if reader.item_ids().is_disjoint(filter) {
                     continue;
                 }
-                tracing::error!("Hannoy doesn't support filtering");
-                // searcher.candidates(filter);
+                searcher.candidates(filter);
             }
 
             results.append(&mut searcher.by_vector(rtxn, vector)?);