Small variable name changes

Author: alexthomas93

README.md

@@ -211,14 +211,14 @@ text = (
     "The son of Duke Leto Atreides and the Lady Jessica, Paul is the heir of House "
     "Atreides, an aristocratic family that rules the planet Caladan."
 )
-embedding = embedder.embed_query(text)
+vector = embedder.embed_query(text)
 
 # Upsert the vector
 upsert_vectors(
     driver,
     ids=["1234"],
     embedding_property="vectorProperty",
-    embeddings=[embedding],
+    embeddings=[vector],
     entity_type="NODE"
 )
 driver.close()

docs/source/index.rst

@@ -159,12 +159,12 @@ Note that the below example is not the only way you can upsert data into your Ne
     driver = GraphDatabase.driver(URI, auth=AUTH)
 
     # Upsert the vector
-    embedding = ...
+    vector = ...
     upsert_vectors(
         driver,
         ids=["1234"],
         embedding_property="vectorProperty",
-        embeddings=[embedding],
+        embeddings=[vector],
         entity_type="NODE"
     )
 

docs/source/user_guide_rag.rst

@@ -929,12 +929,12 @@ Populate a Vector Index
     driver = GraphDatabase.driver(URI, auth=AUTH)
 
     # Upsert the vector
-    embedding = [random() for _ in range(DIMENSION)]
+    vector = [random() for _ in range(DIMENSION)]
         upsert_vectors(
         driver,
         ids=["1234"],
         embedding_property="vectorProperty",
-        embeddings=[embedding],
+        embeddings=[vector],
         entity_type="NODE"
     )
     upsert_vectors(driver, node_id="1234", embedding_property="embedding", vector=vector)