I want to look into
VectorStoreIndex
for the nodes and their embeddings and I have tried this snippet,
nodes = index.vector_store.get_nodes()
for node in nodes:
print(f"Node ID: {node.node_id}, Embedding: {node.embedding}, Metadata: {node.metadata}")
But I am getting
Embedding: None
in all of them.
Is there any way I can see the generated embeddings of my nodes? And also I can't add huge amount of documents in
SimpleDocumentStore
using this
docstore = SimpleDocumentStore()
docstore.add_documents(nodes)
It gives me memory error after running for some time.