Patches Chroma 0.5.5+ with replace deleted HNSW flag

hnsw.patch

Index: chromadb/segment/impl/vector/local_hnsw.py
IDEA additional info:
Subsystem: com.intellij.openapi.diff.impl.patch.CharsetEP
<+>UTF-8
===================================================================
diff --git a/chromadb/segment/impl/vector/local_hnsw.py b/chromadb/segment/impl/vector/local_hnsw.py
--- a/chromadb/segment/impl/vector/local_hnsw.py	(revision Staged)
+++ b/chromadb/segment/impl/vector/local_hnsw.py	(date 1722520928951)
@@ -202,6 +202,7 @@
             max_elements=DEFAULT_CAPACITY,
             ef_construction=self._params.construction_ef,
             M=self._params.M,
+            allow_replace_deleted=True,
         )
         index.set_ef(self._params.search_ef)
         index.set_num_threads(self._params.num_threads)
@@ -266,7 +267,7 @@
             index = cast(hnswlib.Index, self._index)
 
             # First, update the index
-            index.add_items(vectors_to_write, labels_to_write)
+            index.add_items(vectors_to_write, labels_to_write, replace_deleted=True)
 
             # If that succeeds, update the mappings
             for i, id in enumerate(written_ids):
Index: chromadb/segment/impl/vector/local_persistent_hnsw.py
IDEA additional info:
Subsystem: com.intellij.openapi.diff.impl.patch.CharsetEP
<+>UTF-8
===================================================================
diff --git a/chromadb/segment/impl/vector/local_persistent_hnsw.py b/chromadb/segment/impl/vector/local_persistent_hnsw.py
--- a/chromadb/segment/impl/vector/local_persistent_hnsw.py	(revision Staged)
+++ b/chromadb/segment/impl/vector/local_persistent_hnsw.py	(date 1722519893022)
@@ -209,6 +209,7 @@
                 max_elements=int(
                     max(self.count() * self._params.resize_factor, DEFAULT_CAPACITY)
                 ),
+                allow_replace_deleted=True,
             )
         else:
             index.init_index(
@@ -217,6 +218,7 @@
                 M=self._params.M,
                 is_persistent_index=True,
                 persistence_location=self._get_storage_folder(),
+                allow_replace_deleted=True,
             )
 
         index.set_ef(self._params.search_ef)