I'm storing my data in a FAISS vectorstore, and when I look at the docstore or index_store files, I see embeddings as null. Is it normal? Shouldnt they be stored in these files too?
Here is the way I generate the data:
for node in nodes:
node_embedding = base_embeddings.get_text_embedding(
node.get_content(metadata_mode="all")
)
node.embedding = node_embedding
vector_store.add(nodes)
index.storage_context.persist()
ah great, thanks for the details. I'm using the metadata extractor as well, I guess this is only stored in the vector store too.... that would be interesting to see the metdata in cleartext though