diff --git a/src/backend/base/langflow/components/vectorstores/Cassandra.py b/src/backend/base/langflow/components/vectorstores/Cassandra.py
index 79f389465..da6f23f71 100644
--- a/src/backend/base/langflow/components/vectorstores/Cassandra.py
+++ b/src/backend/base/langflow/components/vectorstores/Cassandra.py
@@ -1,13 +1,13 @@
 from typing import List
 
 from langchain_community.vectorstores import Cassandra
-from langchain.schema import BaseRetriever
 
 from langflow.custom import Component
 from langflow.schema import Data
 from langflow.inputs import BoolInput, IntInput, StrInput, HandleInput, DropdownInput
 from langflow.template import Output
 from langflow.helpers.data import docs_to_data
+from langchain_core.retrievers import BaseRetriever
 
 
 class CassandraVectorStoreComponent(Component):
diff --git a/src/backend/base/langflow/components/vectorstores/Couchbase.py b/src/backend/base/langflow/components/vectorstores/Couchbase.py
index c409a3986..7dce4c704 100644
--- a/src/backend/base/langflow/components/vectorstores/Couchbase.py
+++ b/src/backend/base/langflow/components/vectorstores/Couchbase.py
@@ -2,13 +2,13 @@ from datetime import timedelta
 from typing import List
 
 from langchain_community.vectorstores import CouchbaseVectorStore
-from langchain.schema import BaseRetriever
 
 from langflow.custom import Component
 from langflow.schema import Data
 from langflow.inputs import BoolInput, IntInput, StrInput, HandleInput
 from langflow.template import Output
 from langflow.helpers.data import docs_to_data
+from langchain_core.retrievers import BaseRetriever
 
 
 class CouchbaseVectorStoreComponent(Component):
diff --git a/src/backend/base/langflow/components/vectorstores/FAISS.py b/src/backend/base/langflow/components/vectorstores/FAISS.py
index 52dd11792..8492e36c8 100644
--- a/src/backend/base/langflow/components/vectorstores/FAISS.py
+++ b/src/backend/base/langflow/components/vectorstores/FAISS.py
@@ -1,8 +1,5 @@
 from typing import List
 
-from langchain.vectorstores import FAISS
-from langchain.schema import BaseRetriever
-
 from langflow.custom import Component
 from langflow.inputs import BoolInput, IntInput, StrInput, HandleInput
 from langflow.schema import Data
@@ -11,6 +8,8 @@ from langflow.field_typing import Text
 from langflow.helpers.data import docs_to_data
 
 from loguru import logger
+from langchain_community.vectorstores import FAISS
+from langchain_core.retrievers import BaseRetriever
 
 
 class FaissVectorStoreComponent(Component):
diff --git a/src/backend/base/langflow/components/vectorstores/MongoDBAtlasVector.py b/src/backend/base/langflow/components/vectorstores/MongoDBAtlasVector.py
index 3d83c246f..f56145cc6 100644
--- a/src/backend/base/langflow/components/vectorstores/MongoDBAtlasVector.py
+++ b/src/backend/base/langflow/components/vectorstores/MongoDBAtlasVector.py
@@ -1,13 +1,13 @@
 from typing import List
 
 from langchain_community.vectorstores import MongoDBAtlasVectorSearch
-from langchain.schema import BaseRetriever
 
 from langflow.custom import Component
 from langflow.schema import Data
 from langflow.inputs import BoolInput, IntInput, StrInput, HandleInput
 from langflow.template import Output
 from langflow.helpers.data import docs_to_data
+from langchain_core.retrievers import BaseRetriever
 
 
 class MongoVectorStoreComponent(Component):
diff --git a/src/backend/base/langflow/components/vectorstores/Pinecone.py b/src/backend/base/langflow/components/vectorstores/Pinecone.py
index 736f83480..f029db76d 100644
--- a/src/backend/base/langflow/components/vectorstores/Pinecone.py
+++ b/src/backend/base/langflow/components/vectorstores/Pinecone.py
@@ -1,13 +1,12 @@
 from typing import List
 
-from langchain.vectorstores import Pinecone
-from langchain.schema import BaseRetriever
-
 from langflow.custom import Component
 from langflow.schema import Data
 from langflow.inputs import BoolInput, IntInput, StrInput, HandleInput, DropdownInput
 from langflow.template import Output
 from langflow.helpers.data import docs_to_data
+from langchain_core.retrievers import BaseRetriever
+from langchain_pinecone import Pinecone
 
 
 class PineconeVectorStoreComponent(Component):
diff --git a/src/backend/base/langflow/components/vectorstores/Qdrant.py b/src/backend/base/langflow/components/vectorstores/Qdrant.py
index be43e4599..9d9ec7768 100644
--- a/src/backend/base/langflow/components/vectorstores/Qdrant.py
+++ b/src/backend/base/langflow/components/vectorstores/Qdrant.py
@@ -1,13 +1,12 @@
 from typing import List
 
-from langchain.vectorstores import Qdrant
-from langchain.schema import BaseRetriever
-
 from langflow.custom import Component
 from langflow.schema import Data
 from langflow.inputs import BoolInput, IntInput, StrInput, HandleInput, DropdownInput
 from langflow.template import Output
 from langflow.helpers.data import docs_to_data
+from langchain_community.vectorstores import Qdrant
+from langchain_core.retrievers import BaseRetriever
 
 
 class QdrantVectorStoreComponent(Component):
diff --git a/src/backend/base/langflow/components/vectorstores/SupabaseVectorStore.py b/src/backend/base/langflow/components/vectorstores/SupabaseVectorStore.py
index 75c1e2e13..4c7fe458b 100644
--- a/src/backend/base/langflow/components/vectorstores/SupabaseVectorStore.py
+++ b/src/backend/base/langflow/components/vectorstores/SupabaseVectorStore.py
@@ -1,7 +1,6 @@
 from typing import List
 
 from langchain_community.vectorstores import SupabaseVectorStore
-from langchain.schema import BaseRetriever
 from supabase.client import Client, create_client
 
 from langflow.custom import Component
@@ -9,6 +8,7 @@ from langflow.schema import Data
 from langflow.inputs import IntInput, StrInput, HandleInput
 from langflow.template import Output
 from langflow.helpers.data import docs_to_data
+from langchain_core.retrievers import BaseRetriever
 
 
 class SupabaseVectorStoreComponent(Component):
diff --git a/src/backend/base/langflow/components/vectorstores/Upstash.py b/src/backend/base/langflow/components/vectorstores/Upstash.py
index 97bfed4fd..d74381a8a 100644
--- a/src/backend/base/langflow/components/vectorstores/Upstash.py
+++ b/src/backend/base/langflow/components/vectorstores/Upstash.py
@@ -1,13 +1,13 @@
 from typing import List
 
 from langchain_community.vectorstores import UpstashVectorStore
-from langchain.schema import BaseRetriever
 
 from langflow.custom import Component
 from langflow.schema import Data
 from langflow.inputs import BoolInput, IntInput, StrInput, HandleInput
 from langflow.template import Output
 from langflow.helpers.data import docs_to_data
+from langchain_core.retrievers import BaseRetriever
 
 
 class UpstashVectorStoreComponent(Component):
diff --git a/src/backend/base/langflow/components/vectorstores/Vectara.py b/src/backend/base/langflow/components/vectorstores/Vectara.py
index 99b07ea89..cf9d9d3d2 100644
--- a/src/backend/base/langflow/components/vectorstores/Vectara.py
+++ b/src/backend/base/langflow/components/vectorstores/Vectara.py
@@ -1,14 +1,13 @@
 from typing import List
 
-from langchain.embeddings import FakeEmbeddings
-from langchain.vectorstores import Vectara
-from langchain.schema import BaseRetriever
-
 from langflow.custom import Component
 from langflow.schema import Data
 from langflow.inputs import BoolInput, IntInput, StrInput, HandleInput
 from langflow.template import Output
 from langflow.helpers.data import docs_to_data
+from langchain_community.embeddings import FakeEmbeddings
+from langchain_community.vectorstores import Vectara
+from langchain_core.retrievers import BaseRetriever
 
 
 class VectaraVectorStoreComponent(Component):
diff --git a/src/backend/base/langflow/components/vectorstores/Weaviate.py b/src/backend/base/langflow/components/vectorstores/Weaviate.py
index f22a7e823..a890cca72 100644
--- a/src/backend/base/langflow/components/vectorstores/Weaviate.py
+++ b/src/backend/base/langflow/components/vectorstores/Weaviate.py
@@ -1,14 +1,14 @@
 from typing import List
 
 import weaviate
-from langchain.vectorstores import Weaviate
-from langchain.schema import BaseRetriever
 
 from langflow.custom import Component
 from langflow.schema import Data
 from langflow.inputs import BoolInput, IntInput, StrInput, HandleInput
 from langflow.template import Output
 from langflow.helpers.data import docs_to_data
+from langchain_community.vectorstores import Weaviate
+from langchain_core.retrievers import BaseRetriever
 
 
 class WeaviateVectorStoreComponent(Component):