update bulk interfae handling

graphiti_core/driver/falkordb_driver.py

@@ -14,8 +14,8 @@ See the License for the specific language governing permissions and
 limitations under the License.
 """
 
-import datetime
 import asyncio
+import datetime
 import logging
 from typing import TYPE_CHECKING, Any
 
@@ -231,17 +231,17 @@ class FalkorDriver(GraphDriver):
         """
         cloned = FalkorDriver(falkor_db=self.client, database=database)
 
-        return cloned    
+        return cloned
 
     async def health_check(self) -> None:
         """Check FalkorDB connectivity by running a simple query."""
         try:
-            await self.execute_query("MATCH (n) RETURN 1 LIMIT 1")
+            await self.execute_query('MATCH (n) RETURN 1 LIMIT 1')
             return None
         except Exception as e:
-            print(f"FalkorDB health check failed: {e}")
+            print(f'FalkorDB health check failed: {e}')
             raise
-    
+
     @staticmethod
     def convert_datetimes_to_strings(obj):
         if isinstance(obj, dict):

graphiti_core/driver/neo4j_driver.py

@@ -72,12 +72,12 @@ class Neo4jDriver(GraphDriver):
         return self.client.execute_query(
             'CALL db.indexes() YIELD name DROP INDEX name',
         )
-    
+
     async def health_check(self) -> None:
         """Check Neo4j connectivity by running the driver's verify_connectivity method."""
         try:
             await self.client.verify_connectivity()
             return None
         except Exception as e:
-            print(f"Neo4j health check failed: {e}")
+            print(f'Neo4j health check failed: {e}')
             raise

graphiti_core/utils/bulk_utils.py

@@ -214,12 +214,10 @@ async def add_nodes_and_edges_bulk_tx(
         edges.append(edge_data)
 
     if driver.graph_operations_interface:
-        await driver.graph_operations_interface.episodic_node_save_bulk(
-            None, driver, tx, episodic_nodes
-        )
+        await driver.graph_operations_interface.episodic_node_save_bulk(None, driver, tx, episodes)
         await driver.graph_operations_interface.node_save_bulk(None, driver, tx, nodes)
         await driver.graph_operations_interface.episodic_edge_save_bulk(
-            None, driver, tx, episodic_edges
+            None, driver, tx, [edge.model_dump() for edge in episodic_edges]
         )
         await driver.graph_operations_interface.edge_save_bulk(None, driver, tx, edges)
 

mcp_server/graphiti_mcp_server.py

@@ -467,6 +467,7 @@ class Neo4jConfig(BaseModel):
             password=os.environ.get('NEO4J_PASSWORD', 'password'),
         )
 
+
 class FalkorConfig(BaseModel):
     """Configuration for FalkorDB database connection."""
 
@@ -483,6 +484,7 @@ class FalkorConfig(BaseModel):
         password = os.environ.get('FALKORDB_PASSWORD', '')
         return cls(host=host, port=port, user=user, password=password)
 
+
 class GraphitiConfig(BaseModel):
     """Configuration for Graphiti client.
 
@@ -504,7 +506,9 @@ class GraphitiConfig(BaseModel):
         """Create a configuration instance from environment variables."""
         db_type = os.environ.get('DATABASE_TYPE')
         if not db_type:
-            raise ValueError('DATABASE_TYPE environment variable must be set (e.g., "neo4j" or "falkordb")')
+            raise ValueError(
+                'DATABASE_TYPE environment variable must be set (e.g., "neo4j" or "falkordb")'
+            )
         if db_type == 'neo4j':
             return cls(
                 llm=GraphitiLLMConfig.from_env(),
@@ -622,7 +626,9 @@ async def initialize_graphiti():
             raise ValueError('NEO4J_URI, NEO4J_USER, and NEO4J_PASSWORD must be set')
 
         # Validate FalkorDB configuration
-        if config.database_type == 'falkordb' and (not config.falkordb.host or not config.falkordb.port):
+        if config.database_type == 'falkordb' and (
+            not config.falkordb.host or not config.falkordb.port
+        ):
             raise ValueError('FALKORDB_HOST and FALKORDB_PORT must be set for FalkorDB')
 
         embedder_client = config.embedder.create_client()
@@ -637,6 +643,7 @@ async def initialize_graphiti():
             )
         elif config.database_type == 'falkordb':
             from graphiti_core.driver.falkordb_driver import FalkorDriver
+
             host = config.falkordb.host if hasattr(config.falkordb, 'host') else 'localhost'
             port = int(config.falkordb.port) if hasattr(config.falkordb, 'port') else 6379
             username = config.falkordb.user or None
@@ -1205,10 +1212,11 @@ async def get_status() -> StatusResponse:
         client = cast(Graphiti, graphiti_client)
 
         # Test database connection
-        await client.driver.health_check() # type: ignore  # type: ignore
+        await client.driver.health_check()  # type: ignore  # type: ignore
 
         return StatusResponse(
-            status='ok', message=f'Graphiti MCP server is running and connected to {config.database_type}'
+            status='ok',
+            message=f'Graphiti MCP server is running and connected to {config.database_type}',
         )
     except Exception as e:
         error_msg = str(e)

uv.lock

@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 2
 requires-python = ">=3.10, <4"
 resolution-markers = [
     "python_full_version >= '3.14'",
@@ -783,7 +783,7 @@ wheels = [
 
 [[package]]
 name = "graphiti-core"
-version = "0.22.0rc5"
+version = "0.22.0"
 source = { editable = "." }
 dependencies = [
     { name = "diskcache" },