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deepset-ai / haystack

:mag: AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
https://haystack.deepset.ai
Apache License 2.0
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No module named 'haystack.document_stores' in conda but works in Google Colab #4323

Closed PierrickLozach closed 1 year ago

PierrickLozach commented 1 year ago

When I run the following code in a local conda environment from a jupyter notebook:

%%bash

pip install --upgrade pip
pip install git+https://github.com/deepset-ai/haystack.git#egg=farm-haystack[all]
pip install pyPDF2

from haystack.document_stores import FAISSDocumentStore

I get the following error message:

---------------------------------------------------------------------------
ModuleNotFoundError                       Traceback (most recent call last)
Cell In[10], line 1
----> 1 from haystack.document_store import FAISSDocumentStore
      3 document_store = FAISSDocumentStore(embedding_dim=128, faiss_index_factory_str="Flat")

ModuleNotFoundError: No module named 'haystack.document_store'

However, running the same code in Google Colab works without any error.

I use Python 3.8.16 in my local environment. Google Colab uses Python 3.8.10

I ran out of ideas on what to try at this stage and I am requesting help.

Is this due to how dependencies are installed?

Thanks

mayankjobanputra commented 1 year ago

@PierrickI3 Can you share more environment details? like OS, local/ which cloud?

Can you just create a simple virtualenv locally and follow the same pip install?

PierrickLozach commented 1 year ago

Local OS: Windows 11 using WSL 2

I will try using a virtualenv

PierrickLozach commented 1 year ago

Same error. Here is the log from pip install

One thing I noticed is that it uses python 3.10 and I am not sure why.

  Resolved https://github.com/deepset-ai/haystack.git to commit 1a421669786c80feee5ef17511202529c9c30c84
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
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Installing collected packages: appdirs, requests-cache
  Attempting uninstall: requests-cache
    Found existing installation: requests-cache 1.0.0
    Uninstalling requests-cache-1.0.0:
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Successfully installed appdirs-1.4.4 requests-cache-0.9.8
mayankjobanputra commented 1 year ago

Can you go to the python3.10 console and try to import the same statement?

PierrickLozach commented 1 year ago

It's fixed now.

When I ran it from the python console, I saw that lots of dependencies were missing, such as:

pip install pyqt5==5.15.9 pyqtwebengine==5.15.6 daal==2021.4.0 ruamel-yaml clyent==1.2.1 nbformat==5.4.0 pyYAML==6.0
pip install ffmpeg

After I installed them, it started working.

Thanks for the help!