Updated docs

Author: alexthomas93

docs/source/api.rst

@@ -403,6 +403,15 @@ Database Interaction
 .. autofunction:: neo4j_graphrag.schema.format_schema
 
 
+***************
+Message History
+***************
+
+.. autoclass:: neo4j_graphrag.message_history.InMemoryMessageHistory
+
+.. autoclass:: neo4j_graphrag.message_history.Neo4jMessageHistory
+
+
 ******
 Errors
 ******

docs/source/index.rst

@@ -148,6 +148,7 @@ 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_graphrag.indexes import upsert_vectors
     from neo4j_graphrag.types import EntityType

docs/source/user_guide_rag.rst

@@ -917,6 +917,7 @@ Populate a Vector Index
 ==========================
 
 .. code:: python
+
     from random import random
 
     from neo4j import GraphDatabase