Faster Update (#148)

* stash

* stash

* add std err in add and trace progress

* fix.

* docs

* style: format

* docs

* better figs

* better figs

* update results

* fotmat

---------

Co-authored-by: yichuan-w <yichuan-w@users.noreply.github.com>

packages/leann-backend-hnsw/leann_backend_hnsw/hnsw_backend.py

@@ -215,6 +215,8 @@ class HNSWSearcher(BaseSearcher):
         if recompute_embeddings:
             if zmq_port is None:
                 raise ValueError("zmq_port must be provided if recompute_embeddings is True")
+            if hasattr(self._index, "set_zmq_port"):
+                self._index.set_zmq_port(zmq_port)
 
         if query.dtype != np.float32:
             query = query.astype(np.float32)

packages/leann-core/src/leann/api.py

@@ -820,10 +820,10 @@ class LeannBuilder:
                             actual_port,
                             requested_zmq_port,
                         )
-                    try:
-                        index.hnsw.zmq_port = actual_port
-                    except AttributeError:
-                        pass
+                    if hasattr(index.hnsw, "set_zmq_port"):
+                        index.hnsw.set_zmq_port(actual_port)
+                    elif hasattr(index, "set_zmq_port"):
+                        index.set_zmq_port(actual_port)
 
                 if needs_recompute:
                     for i in range(embeddings.shape[0]):