Anush

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Could you try ``` qdrant: url: https://:6333 api_key: xxxxxxx ``` ??

I see the docs have been updated with the proper imports. @icfai-aniketsingh, could you please confirm if they work for you now?

@joein, yes. For instances like these. https://discord.com/channels/907569970500743200/1206597766999056435/1206601751747371089 Some frameworks require us to pass SDK instances and not the params to construct those. So instead of forcing users to pass 2...

To implement the sync and async interfaces of the frameworks. Like Langchain for example, has equivalent sync and async methods that've been implemented. https://python.langchain.com/docs/modules/data_connection/vectorstores/#asynchronous-operations

For example, the [`Qdrant`](https://python.langchain.com/docs/integrations/vectorstores/qdrant) class from Langchain has both sync and async interfaces. So for ```python Qdrant#add_documents(...) ... await Qdrant#asimiliarity_search(...) ... await Qdrant#aadd_documents(...) ... Qdrant#similiarity_search(...) ``` to work, we need...

I haven't really tried onnxruntime-web. So I am not sure.