Fix #94 (#95)

Author: stellasia

README.md

@@ -68,7 +68,7 @@ Assumption: Neo4j running with a defined vector index
 
 ```python
 from neo4j import GraphDatabase
-from neo4j_genai.indexes import upsert_query
+from neo4j_genai.indexes import upsert_vector
 
 URI = "neo4j://localhost:7687"
 AUTH = ("neo4j", "password")
@@ -78,7 +78,7 @@ driver = GraphDatabase.driver(URI, auth=AUTH)
 
 # Upsert the vector
 vector = ...
-upsert_query(
+upsert_vector(
     driver,
     node_id=1,
     embedding_property="vectorProperty",

docs/source/index.rst

@@ -113,7 +113,7 @@ Note that the below example is not the only way you can upsert data into your Ne
 .. code:: python
 
     from neo4j import GraphDatabase
-    from neo4j_genai.indexes import upsert_query
+    from neo4j_genai.indexes import upsert_vector
 
     URI = "neo4j://localhost:7687"
     AUTH = ("neo4j", "password")
@@ -123,7 +123,7 @@ Note that the below example is not the only way you can upsert data into your Ne
 
     # Upsert the vector
     vector = ...
-    upsert_query(
+    upsert_vector(
         driver,
         node_id=1,
         embedding_property="vectorProperty",

src/neo4j_genai/indexes.py

@@ -251,7 +251,7 @@ def upsert_vector(
     .. code-block:: python
 
         from neo4j import GraphDatabase
-        from neo4j_genai.indexes import upsert_query
+        from neo4j_genai.indexes import upsert_vector
 
         URI = "neo4j://localhost:7687"
         AUTH = ("neo4j", "password")
@@ -260,7 +260,7 @@ def upsert_vector(
         driver = GraphDatabase.driver(URI, auth=AUTH)
 
         # Upsert the vector data
-        upsert_query(
+        upsert_vector(
             driver,
             node_id="nodeId",
             embedding_property="vectorProperty",