diff --git a/libs/core/langchain_core/vectorstores/in_memory.py b/libs/core/langchain_core/vectorstores/in_memory.py index ab32c7cdacbe9..5fb385a21c3c1 100644 --- a/libs/core/langchain_core/vectorstores/in_memory.py +++ b/libs/core/langchain_core/vectorstores/in_memory.py @@ -59,6 +59,17 @@ class InMemoryVectorStore(VectorStore): documents = [document_1, document_2, document_3] vector_store.add_documents(documents=documents) + Inspect documents: + .. code-block:: python + + top_n = 10 + for index, (id, doc) in enumerate(vector_store.store.items()): + if index < top_n: + # docs have keys 'id', 'vector', 'text', 'metadata' + print(f"{id}: {doc['text']}") + else: + break + Delete Documents: .. code-block:: python