Update agent.py

agent.py

@@ -401,7 +401,7 @@ def create_documents(data_source: str, data: List[dict]) -> List[Document]:
     return docs
 
 # 4. Vector Store Integration
-class MyVectorStore:
+class MyVector_Store:
     def __init__(self, index: faiss.Index):
         self.index = index
 
@@ -437,7 +437,7 @@ class MyVectorStore:
     vector_store.save_local("/home/wendy/Downloads/faiss_index.index")
     
     # Load
-    loaded_store = MyVectorStore.load_local("/home/wendy/Downloads/faiss_index.index")
+    loaded_store = Vector_Store.load_local("/home/wendy/Downloads/faiss_index.index")