diff --git a/src/memory/__tests__/knowledge-graph.test.ts b/src/memory/__tests__/knowledge-graph.test.ts
index 236242413a..875f6c0e43 100644
--- a/src/memory/__tests__/knowledge-graph.test.ts
+++ b/src/memory/__tests__/knowledge-graph.test.ts
@@ -59,6 +59,20 @@ describe('KnowledgeGraphManager', () => {
       const newEntities = await manager.createEntities([]);
       expect(newEntities).toHaveLength(0);
     });
+
+    it('should ignore duplicate entity names within a single batch', async () => {
+      const entities: Entity[] = [
+        { name: 'Alice', entityType: 'person', observations: ['first'] },
+        { name: 'Alice', entityType: 'person', observations: ['second'] },
+      ];
+
+      const newEntities = await manager.createEntities(entities);
+      expect(newEntities).toHaveLength(1);
+
+      const graph = await manager.readGraph();
+      expect(graph.entities).toHaveLength(1);
+      expect(graph.entities[0].name).toBe('Alice');
+    });
   });
 
   describe('createRelations', () => {
@@ -103,6 +117,24 @@ describe('KnowledgeGraphManager', () => {
       const newRelations = await manager.createRelations([]);
       expect(newRelations).toHaveLength(0);
     });
+
+    it('should skip duplicate relations within a single batch', async () => {
+      await manager.createEntities([
+        { name: 'Alice', entityType: 'person', observations: [] },
+        { name: 'Bob', entityType: 'person', observations: [] },
+      ]);
+
+      const relations: Relation[] = [
+        { from: 'Alice', to: 'Bob', relationType: 'knows' },
+        { from: 'Alice', to: 'Bob', relationType: 'knows' },
+      ];
+
+      const newRelations = await manager.createRelations(relations);
+      expect(newRelations).toHaveLength(1);
+
+      const graph = await manager.readGraph();
+      expect(graph.relations).toHaveLength(1);
+    });
   });
 
   describe('addObservations', () => {
diff --git a/src/memory/index.ts b/src/memory/index.ts
index 7b4c683300..89e7e4889b 100644
--- a/src/memory/index.ts
+++ b/src/memory/index.ts
@@ -118,7 +118,11 @@ export class KnowledgeGraphManager {
 
   async createEntities(entities: Entity[]): Promise<Entity[]> {
     const graph = await this.loadGraph();
-    const newEntities = entities.filter(e => !graph.entities.some(existingEntity => existingEntity.name === e.name));
+    const newEntities = entities.filter((e, index) =>
+      !graph.entities.some(existingEntity => existingEntity.name === e.name) &&
+      // Also skip duplicates appearing earlier in this same batch
+      !entities.slice(0, index).some(earlier => earlier.name === e.name)
+    );
     graph.entities.push(...newEntities);
     await this.saveGraph(graph);
     return newEntities;
@@ -126,11 +130,15 @@ export class KnowledgeGraphManager {
 
   async createRelations(relations: Relation[]): Promise<Relation[]> {
     const graph = await this.loadGraph();
-    const newRelations = relations.filter(r => !graph.relations.some(existingRelation => 
-      existingRelation.from === r.from && 
-      existingRelation.to === r.to && 
-      existingRelation.relationType === r.relationType
-    ));
+    const isSameRelation = (a: Relation, b: Relation) =>
+      a.from === b.from &&
+      a.to === b.to &&
+      a.relationType === b.relationType;
+    const newRelations = relations.filter((r, index) =>
+      !graph.relations.some(existingRelation => isSameRelation(existingRelation, r)) &&
+      // Also skip duplicates appearing earlier in this same batch
+      !relations.slice(0, index).some(earlier => isSameRelation(earlier, r))
+    );
     graph.relations.push(...newRelations);
     await this.saveGraph(graph);
     return newRelations;