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Updated 2 months ago

Index update

Hello. Can I update an existing index with new data without generating embeddings for the old data again?

7 comments

Yes you can, you just need to insert it to active index.

Plain Text

docs = simpleDirectoryReader().load_data()

for doc in docs:
     index.insert(doc)

does insert allow me to specify a embedding model?

also I want to insert nodes instead of docs as I am performing entity extraction too

Not fully sure on this But worth a try. You can always define the model at the top with Settings.

Okay

You can do index.insert_nodes([list of nodes])

but when i using this , it's over writing

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