Hello guys, I have a question about Embedding from TextNode with metadata
Hello guys, I have a question about Embedding from TextNode with metadata
At a glance
The community members are discussing whether the presence of metadata affects the embeddings when saving a TextNode in a VectorStoreIndex. The original poster noticed that the embeddings were different when creating TextNodes with and without metadata. The comments indicate that the metadata is stored with the nodes and is also embedded, allowing for similarity searches on the metadata fields. However, the community members also note that specific metadata attributes can be excluded from the embedding model if the Llamaindex documents are created manually.
Hello guys, I have a question: when saving a TextNode in a VectorStoreIndex, does the presence of a metadata be taken into account? I tried to create based on TextNode without and with metadata, their embeddings were different
Hello guys, I have a question: when saving a TextNode in a VectorStoreIndex, does the presence of a metadata be taken into account? I tried to create based on TextNode without and with metadata, their embeddings were different
Although the metadata is embedded with the text in a node, you can exclude specific metadata attribute from being passed as input to the embedding model if you created the Llamaindex documents manually
