diff --git a/libs/community/langchain_community/graph_vectorstores/cassandra.py b/libs/community/langchain_community/graph_vectorstores/cassandra.py
index da9b09e993..6fb04c60a1 100644
--- a/libs/community/langchain_community/graph_vectorstores/cassandra.py
+++ b/libs/community/langchain_community/graph_vectorstores/cassandra.py
@@ -9,6 +9,7 @@ from typing import (
     Type,
 )
 
+from langchain_core._api import beta
 from langchain_core.documents import Document
 from langchain_core.embeddings import Embeddings
 from langchain_core.graph_vectorstores.base import (
@@ -23,6 +24,7 @@ if TYPE_CHECKING:
     from cassandra.cluster import Session
 
 
+@beta()
 class CassandraGraphVectorStore(GraphVectorStore):
     def __init__(
         self,
diff --git a/libs/community/langchain_community/graph_vectorstores/extractors/gliner_link_extractor.py b/libs/community/langchain_community/graph_vectorstores/extractors/gliner_link_extractor.py
index f5aa2eb27a..a485f849c7 100644
--- a/libs/community/langchain_community/graph_vectorstores/extractors/gliner_link_extractor.py
+++ b/libs/community/langchain_community/graph_vectorstores/extractors/gliner_link_extractor.py
@@ -1,5 +1,6 @@
 from typing import Any, Dict, Iterable, List, Optional, Set, Union
 
+from langchain_core._api import beta
 from langchain_core.documents import Document
 from langchain_core.graph_vectorstores.links import Link
 
@@ -11,6 +12,7 @@ from langchain_community.graph_vectorstores.extractors.link_extractor import (
 GLiNERInput = Union[str, Document]
 
 
+@beta()
 class GLiNERLinkExtractor(LinkExtractor[GLiNERInput]):
     """Link documents with common named entities using GLiNER <https://github.com/urchade/GLiNER>."""
 
diff --git a/libs/community/langchain_community/graph_vectorstores/extractors/hierarchy_link_extractor.py b/libs/community/langchain_community/graph_vectorstores/extractors/hierarchy_link_extractor.py
index 7a324df261..525445f015 100644
--- a/libs/community/langchain_community/graph_vectorstores/extractors/hierarchy_link_extractor.py
+++ b/libs/community/langchain_community/graph_vectorstores/extractors/hierarchy_link_extractor.py
@@ -1,5 +1,6 @@
 from typing import Callable, List, Set
 
+from langchain_core._api import beta
 from langchain_core.documents import Document
 from langchain_core.graph_vectorstores.links import Link
 
@@ -18,6 +19,7 @@ _CHILD: str = "c:"
 _SIBLING: str = "s:"
 
 
+@beta()
 class HierarchyLinkExtractor(LinkExtractor[HierarchyInput]):
     def __init__(
         self,
diff --git a/libs/community/langchain_community/graph_vectorstores/extractors/html_link_extractor.py b/libs/community/langchain_community/graph_vectorstores/extractors/html_link_extractor.py
index 49ff1703a3..bc82095847 100644
--- a/libs/community/langchain_community/graph_vectorstores/extractors/html_link_extractor.py
+++ b/libs/community/langchain_community/graph_vectorstores/extractors/html_link_extractor.py
@@ -4,6 +4,7 @@ from dataclasses import dataclass
 from typing import TYPE_CHECKING, List, Optional, Set, Union
 from urllib.parse import urldefrag, urljoin, urlparse
 
+from langchain_core._api import beta
 from langchain_core.documents import Document
 from langchain_core.graph_vectorstores import Link
 
@@ -61,6 +62,7 @@ class HtmlInput:
     base_url: str
 
 
+@beta()
 class HtmlLinkExtractor(LinkExtractor[HtmlInput]):
     def __init__(self, *, kind: str = "hyperlink", drop_fragments: bool = True):
         """Extract hyperlinks from HTML content.
diff --git a/libs/community/langchain_community/graph_vectorstores/extractors/keybert_link_extractor.py b/libs/community/langchain_community/graph_vectorstores/extractors/keybert_link_extractor.py
index aee7898a5c..54be34d463 100644
--- a/libs/community/langchain_community/graph_vectorstores/extractors/keybert_link_extractor.py
+++ b/libs/community/langchain_community/graph_vectorstores/extractors/keybert_link_extractor.py
@@ -1,5 +1,6 @@
 from typing import Any, Dict, Iterable, Optional, Set, Union
 
+from langchain_core._api import beta
 from langchain_core.documents import Document
 from langchain_core.graph_vectorstores.links import Link
 
@@ -10,6 +11,7 @@ from langchain_community.graph_vectorstores.extractors.link_extractor import (
 KeybertInput = Union[str, Document]
 
 
+@beta()
 class KeybertLinkExtractor(LinkExtractor[KeybertInput]):
     def __init__(
         self,
diff --git a/libs/community/langchain_community/graph_vectorstores/extractors/link_extractor.py b/libs/community/langchain_community/graph_vectorstores/extractors/link_extractor.py
index 619ba2a6d1..45b8a526f9 100644
--- a/libs/community/langchain_community/graph_vectorstores/extractors/link_extractor.py
+++ b/libs/community/langchain_community/graph_vectorstores/extractors/link_extractor.py
@@ -3,6 +3,7 @@ from __future__ import annotations
 from abc import ABC, abstractmethod
 from typing import Generic, Iterable, Set, TypeVar
 
+from langchain_core._api import beta
 from langchain_core.graph_vectorstores import Link
 
 InputT = TypeVar("InputT")
@@ -10,6 +11,7 @@ InputT = TypeVar("InputT")
 METADATA_LINKS_KEY = "links"
 
 
+@beta()
 class LinkExtractor(ABC, Generic[InputT]):
     """Interface for extracting links (incoming, outgoing, bidirectional)."""
 
diff --git a/libs/community/langchain_community/graph_vectorstores/extractors/link_extractor_adapter.py b/libs/community/langchain_community/graph_vectorstores/extractors/link_extractor_adapter.py
index 19af73bab9..68dfbeb7cb 100644
--- a/libs/community/langchain_community/graph_vectorstores/extractors/link_extractor_adapter.py
+++ b/libs/community/langchain_community/graph_vectorstores/extractors/link_extractor_adapter.py
@@ -1,5 +1,6 @@
 from typing import Callable, Iterable, Set, TypeVar
 
+from langchain_core._api import beta
 from langchain_core.graph_vectorstores import Link
 
 from langchain_community.graph_vectorstores.extractors.link_extractor import (
@@ -10,6 +11,7 @@ InputT = TypeVar("InputT")
 UnderlyingInputT = TypeVar("UnderlyingInputT")
 
 
+@beta()
 class LinkExtractorAdapter(LinkExtractor[InputT]):
     def __init__(
         self,
diff --git a/libs/community/langchain_community/graph_vectorstores/extractors/link_extractor_transformer.py b/libs/community/langchain_community/graph_vectorstores/extractors/link_extractor_transformer.py
index 3a5b4e83a5..752b4b4986 100644
--- a/libs/community/langchain_community/graph_vectorstores/extractors/link_extractor_transformer.py
+++ b/libs/community/langchain_community/graph_vectorstores/extractors/link_extractor_transformer.py
@@ -1,5 +1,6 @@
 from typing import Any, Sequence
 
+from langchain_core._api import beta
 from langchain_core.documents import Document
 from langchain_core.documents.transformers import BaseDocumentTransformer
 from langchain_core.graph_vectorstores.links import copy_with_links
@@ -9,6 +10,7 @@ from langchain_community.graph_vectorstores.extractors.link_extractor import (
 )
 
 
+@beta()
 class LinkExtractorTransformer(BaseDocumentTransformer):
     """DocumentTransformer for applying one or more LinkExtractors.
 
diff --git a/libs/core/langchain_core/graph_vectorstores/base.py b/libs/core/langchain_core/graph_vectorstores/base.py
index 2235dd054f..97eec8d5cb 100644
--- a/libs/core/langchain_core/graph_vectorstores/base.py
+++ b/libs/core/langchain_core/graph_vectorstores/base.py
@@ -32,6 +32,7 @@ def _has_next(iterator: Iterator) -> bool:
     return next(iterator, sentinel) is not sentinel
 
 
+@beta()
 class Node(Serializable):
     """Node in the GraphVectorStore.
 
@@ -115,6 +116,7 @@ def _documents_to_nodes(documents: Iterable[Document]) -> Iterator[Node]:
         )
 
 
+@beta()
 def nodes_to_documents(nodes: Iterable[Node]) -> Iterator[Document]:
     for node in nodes:
         metadata = node.metadata.copy()
diff --git a/libs/core/langchain_core/graph_vectorstores/links.py b/libs/core/langchain_core/graph_vectorstores/links.py
index 11c95986ee..1e2353b0b4 100644
--- a/libs/core/langchain_core/graph_vectorstores/links.py
+++ b/libs/core/langchain_core/graph_vectorstores/links.py
@@ -1,9 +1,11 @@
 from dataclasses import dataclass
 from typing import Iterable, List, Literal, Union
 
+from langchain_core._api import beta
 from langchain_core.documents import Document
 
 
+@beta()
 @dataclass(frozen=True)
 class Link:
     """A link to/from a tag of a given tag.
@@ -38,6 +40,7 @@ class Link:
 METADATA_LINKS_KEY = "links"
 
 
+@beta()
 def get_links(doc: Document) -> List[Link]:
     """Get the links from a document.
     Args:
@@ -54,6 +57,7 @@ def get_links(doc: Document) -> List[Link]:
     return links
 
 
+@beta()
 def add_links(doc: Document, *links: Union[Link, Iterable[Link]]) -> None:
     """Add links to the given metadata.
     Args:
@@ -68,6 +72,7 @@ def add_links(doc: Document, *links: Union[Link, Iterable[Link]]) -> None:
             links_in_metadata.append(link)
 
 
+@beta()
 def copy_with_links(doc: Document, *links: Union[Link, Iterable[Link]]) -> Document:
     """Return a document with the given links added.