v45 vector search

Signed-off-by: Praneeth Bedapudi <[email protected]>

liteindex/defined_index.py

@@ -712,7 +712,14 @@ def math(self, key, op, query={}):
         return self.__connection.execute(sql_query, sql_params).fetchone()[0]
 
     def create_trigger(
-        self, trigger_name, for_key, function_to_trigger, before_delete=False, after_set=False, before_set=False, for_keys=None
+        self,
+        trigger_name,
+        for_key,
+        function_to_trigger,
+        before_delete=False,
+        after_set=False,
+        before_set=False,
+        for_keys=None,
     ):
         if after_set:
             operation = "INSERT"
@@ -728,9 +735,9 @@ def create_trigger(
 
         if for_keys is None:
             for_keys = [for_key]
-        
+
         for_keys = [self.__co]
-        
+
         function_name = f"{trigger_name}_function"
 
         with self.__connection as conn:

setup.py

@@ -18,7 +18,7 @@
 EMAIL = "[email protected]"
 AUTHOR = "BEDAPUDI PRANEETH"
 REQUIRES_PYTHON = ">=3.6.0"
-VERSION = "0.0.2.dev44"
+VERSION = "0.0.2.dev45"
 
 # What packages are required for this module to be executed?
 REQUIRED = []

tests/test_vector_search.py

@@ -40,7 +40,7 @@
         {},
         sort_by="embedding",
         reversed_sort=True,
-        query_vector=query_vector,
+        sort_by_embedding=query_vector,
         select_keys=[],
         return_metadata=True,
         n=1