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Represent, send, store and search multimodal data

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Right now it is painful to combine embeddings from different nesting levels and set them at the top level, especially until https://github.com/jina-ai/docarray/issues/461 is solved. So this should do the following:...

area/testing
area/core
component/array
size/m

Code examples from [this](https://docarray.jina.ai/advanced/document-store/elasticsearch/) documentation with elasticsearch as storage result in `ModuleNotFoundError`. Minimal example: ```python from docarray import DocumentArray, Document da = DocumentArray( storage='elasticsearch', config={'index_name': 'new_index', 'n_dim': 128}, ) with...

# Context Most of the time ppl should do ```python with da: ... ``` when working with vector database DA. The issue is that the documentation is not clear when...

Right now it is painful to combine embeddings from different nesting levels and set them at the top level, especially until [`root_id`](https://github.com/jina-ai/docarray/issues/461) is solved. So this should do the following:...

The default axis does not align with pytorch convention, and does not align with docstring

The `Image` type can either directly take an image (tensor), or take a uri/filepath and load the image. This is not possible for `Text`, since it can't distinguish between a...

document TypeMAp and how column types are translated in the underlying storage backend in docarray