feat: support update for inmemory index #1725
Description
InMemoryExactNNIndex does not support update
from docarray.index import InMemoryExactNNIndex
from docarray import BaseDoc
class MyDoc(BaseDoc):
text: str
data = [MyDoc(text=f'text {i}') for i in range(10)]
doc_index = InMemoryExactNNIndex[MyDoc]()
doc_index.index(data)
assert doc_index.num_docs() == 10
for doc in data:
doc.text = doc.text + 'smth'
doc_index.index(data)
assert doc_index.num_docs() == 10Instead of updating the same 10 docs, it would extend existing docs with the same 10 docs.
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