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Updated 2 months ago

Hi, how do I see the embeddings that are

Hi, how do I see the embeddings that are generated by the VectorStoreIndex for each of the nodes?
When I iterate over the nodes of the index, I find that the TextNode object has embeddings=None.
Now, I am wondering where the embeddings are stored.

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4 comments

LLogan M

embeddings are stored in the vector store.

index.vector_store._data.embedding_dict is a dict mapping node node_ids -> embedding vectors

ddhiraj

Thanks @Logan M.

ddhiraj

However the index.index_struct.nodes_dict seems to store the mapping between node ids to itself. This made things confusing.

LLogan M

Yea it used to be a mapping of different ids, bit really it just just be a list now instead of dict.

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