[BUG] [VSCode Extension] Package not installed about promptflow HOT 19 CLOSED

It seems to be a duplicate of #788

And if you use the Vector Index Lookup tool, it has been deprecated. Therefore, I recommend you to upgrade to the new index lookup tool.

It is well written in this link.
https://learn.microsoft.com/en-us/azure/ai-studio/how-to/prompt-flow-tools/index-lookup-tool

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Hi @dans-msft @Adarsh-Ramanathan , could you help confirm @Kevinlee49's comment? Thanks!

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It seems to be a duplicate of #788

And if you use the Vector Index Lookup tool, it has been deprecated. Therefore, I recommend you to upgrade to the new index lookup tool.

It is well written in this link. https://learn.microsoft.com/en-us/azure/ai-studio/how-to/prompt-flow-tools/index-lookup-tool

I believe that I am using the index lookup tool. My code is below:

- name: lookup_question_from_indexed_docs
  type: python
  source:
    type: package
    tool: promptflow_vectordb.tool.common_index_lookup.search

This is the code that is auto-generated in the Studio when adding an IndexLookup:

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My index lookup looks like this

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@tvanvalkenburg, can you share the full output of running pip list? I suspect you're missing one or more dependencies - maybe from forgetting to install promptflow-vectordb's azure exta? Running pf tool list and looking for errors in the output could also be useful.

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@tvanvalkenburg, can you share the full output of running pip list? I suspect you're missing one or more dependencies - maybe from forgetting to install promptflow-vectordb's azure exta? Running pf tool list and looking for errors in the output could also be useful.

The output of pip list is attached.
piplist.txt

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@tvanvalkenburg - can you also run pf tool list and share the output?

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I've attached the output
pf_tool_list.txt

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@tvanvalkenburg , can you run pip install promptflow-vectordb[azure] and see if that resolves your issue?

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I tried this previously and got an error. I've tried it again just now to confirm:

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This is the likely source of the issue that you're seeing. What python version are you using?

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In this environment I am runnning 3.11.6.

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That's strange - I ran pip install promptflow-vectordb[azure] in a python 3.11.6 container to verify, and it does work for me. Do you have a custom index source configuration in your environment, by any chance?

In any case, based on your pip list output, the only packages you're missing from the azure extra are azure-keyvault and azureml-rag. Can you try manually installing them?

azure.keyvault>=4.2.0
azureml.rag[azure,azure_cosmos_mongo_vcore,cognitive_search,faiss,milvus,pinecone]>=0.2.23

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So I think we may be onto something.

Firstly, I have been using Python installed through pyenv. I think that this may be the cause of problem related to not being able to find promptflow-vectordb[azure].

I've tried installing the packages in a container build on the official Python 3.11.6 image, and pip is able to find the packages. However, when trying to run the install I get the following error:

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It's strange that pip is attempting to install azureml-rag 0.2.23 instead of 0.2.25, which is the latest version that's compliant with that version constraint.

I set up container with pyenv, ran pyenv install 3.11.6 followed by pyenv global 3.11.6, pip install promptflow promptflow-tools, and pip install promptflow-vectordb[azure]; everything ran without errors, including installing azureml-rag 0.2.25.

Is there anything else different about your environment that you think would be helpful in getting a repro going?

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Try to pip install like this:
pip install "promptflow-vectordb[azure]"

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Unfortunately it doesn't work. I tried in a fresh Python 3.11.6 container

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An update on this issue. I ran into a similar problem trying to install the az ml CLI. The problem with the CLI was that there is no arm64 wheel for azureml-dataprep-rslex. More details can be found at this issue: Azure/azure-cli#28600.

I got around the problem with the CLI by installing an older version, as is documented in the issue linked above. However, I am still not able to make it work when trying to install promptflow-vectordb.

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I was able to solve the issue by creating a conda environment with x_86 architecture. Within that environment I am able to install the required packages without issue. It appears that the problem is that the Azure ML Python SDK has gaps on Apple's ARM chips.

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