YACWC

update_qdrant.py

@@ -3,12 +3,17 @@ from qdrant_client.http import models
 from qdrant_client.models import Distance, VectorParams
 
 client = QdrantClient(host="localhost", port=6333)
-
+# %%
 collection_head = "nuggets_clip"
 collection_head = "nuggets_so400m"
+out = client.scroll('nuggets_so400m',limit=10,with_vectors=True)
+print(len(out[0][0].vector))
+# %%
+ou = np.asarray([x.vector for x in out[0]], dtype=np.float16)
 
 
 
+# %%
 for collection_name in [collection_head, collection_head +'_averaged']:
     try:
         client.create_collection(
@@ -33,3 +38,27 @@ for collection_name in [collection_head, collection_head +'_averaged']:
     from prettyprinter import cpprint
     cpprint(client.get_collection(collection_name).dict()['vectors_count'])
     
+# %%
+
+
+
+client.update_collection(
+    collection_name=f"{collection_name}",
+
+    hnsw_config=models.HnswConfigDiff(
+                on_disk=True
+            ),
+
+    vectors_config={
+        "": models.VectorParamsDiff(
+                   on_disk=True,
+            hnsw_config=models.HnswConfigDiff(
+                on_disk=True
+            ),
+        )
+    }
+)
+ 
+
+# %%
+cpprint(client.get_collection(collection_name).dict())