community[patch]: Added more functions in NetworkxEntityGraph class (#…

…17624)

- **Description:** 
1. Added add_node(), remove_node(), has_node(), remove_edge(),
has_edge() and get_neighbors() functions in
       NetworkxEntityGraph class.

2. Added the above functions in graph_networkx_qa.ipynb documentation.

docs/docs/use_cases/graph/graph_networkx_qa.ipynb

@@ -302,6 +302,66 @@
     "loaded_graph.get_number_of_nodes()"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7cc06554",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded_graph.add_node(\"NewNode\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f42deb48",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded_graph.has_node(\"NewNode\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e91bc6b9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded_graph.remove_node(\"NewNode\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a1d1e745",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded_graph.get_neighbors(\"Intel\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "eecea586",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded_graph.has_edge(\"Intel\", \"Silicon Valley\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f1fdc612",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded_graph.remove_edge(\"Intel\", \"Silicon Valley\")"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,

libs/community/langchain_community/graphs/networkx_graph.py

@@ -139,6 +139,34 @@ def clear_edges(self) -> None:
         """Clear the graph edges."""
         self._graph.clear_edges()
 
+    def add_node(self, node: str) -> None:
+        """Add node in the graph."""
+        self._graph.add_node(node)
+
+    def remove_node(self, node: str) -> None:
+        """Remove node from the graph."""
+        if self._graph.has_node(node):
+            self._graph.remove_node(node)
+
+    def has_node(self, node: str) -> bool:
+        """Return if graph has the given node."""
+        return self._graph.has_node(node)
+
+    def remove_edge(self, source_node: str, destination_node: str) -> None:
+        """Remove edge from the graph."""
+        self._graph.remove_edge(source_node, destination_node)
+
+    def has_edge(self, source_node: str, destination_node: str) -> bool:
+        """Return if graph has an edge between the given nodes."""
+        if self._graph.has_node(source_node) and self._graph.has_node(destination_node):
+            return self._graph.has_edge(source_node, destination_node)
+        else:
+            return False
+
+    def get_neighbors(self, node: str) -> List[str]:
+        """Return the neighbor nodes of the given node."""
+        return self._graph.neighbors(node)
+
     def get_number_of_nodes(self) -> int:
         """Get number of nodes in the graph."""
         return self._graph.number_of_nodes()