CODEWITHSUNDEEP
pythonpipllama-index
Adam_G
Adam_G

Reputation: 7879

Cannot update llamaindex

After llamaindex introduced v0.10 in February 2024, it introduced a lot of breaking changes to imports. I am trying to update llama-index within a conda environment, but I receive the following error:

> pip install llama-index --upgrade
ERROR: Cannot install llama-index-cli because these package versions have conflicting dependencies.

The conflict is caused by:
    llama-index-vector-stores-chroma 0.1.4 depends on onnxruntime<2.0.0 and >=1.17.0
    llama-index-vector-stores-chroma 0.1.3 depends on onnxruntime<2.0.0 and >=1.17.0
    llama-index-vector-stores-chroma 0.1.2 depends on onnxruntime<2.0.0 and >=1.17.0

To fix this you could try to:
1. loosen the range of package versions you've specified
2. remove package versions to allow pip attempt to solve the dependency conflict

ERROR: ResolutionImpossible: for help visit https://pip.pypa.io/en/latest/topics/dependency-resolution/#dealing-with-dependency-conflicts

I have tried pip install llama-index-vector-stores-chroma but get the same error.

I have also tried installing onnxruntime but get this error:

pip install onnxruntime 
ERROR: Could not find a version that satisfies the requirement onnxruntime (from versions: none)
ERROR: No matching distribution found for onnxruntime

How can I update llama-index?

Upvotes: 2

Views: 1831

Answers (4)

robot kanoh
robot kanoh

Reputation: 1

Me too.

ERROR: Could not find a version that satisfies the requirement llama-index-vector-stores (from versions: none) ERROR: No matching distribution found for llama-index-vector-stores

Upvotes: -1

SwagZ
SwagZ

Reputation: 817

Having the same issue and it took me 4 hrs working with Llama-Index folks to get it working.

In terminal,

  1. I had to deactivate conda's environment by conda deactivate
  2. I ended up creating a new virtual environment python -m venv .venv then activate it source .venv/bin/activate
  3. I was able to install onnxruntime 1.17.1 using SYSTEM_VERSION_COMPAT=0 pip install --no-cache-dir "onnxruntime>=1.17.1"
  4. Anaconda's env is preventing llama-index-core 0.10.13 and llama-index-vector-stores-chroma 0.1.4 to be installed at the same time for some weird reason. So I had to force using SYSTEM_VERSION_COMPAT=0 pip install --no-cache-dir "llama-index-core>=0.10.13" and SYSTEM_VERSION_COMPAT=0 pip install --no-cache-dir "llama-index-vector-stores-chroma>=0.1.4"
  5. Finally, you should be able to pip install llama-index. It should automatically try to install the newest version 0.10.13.post1 as for 02/27/2024.

For code, with the new update, the old code from llama_index.core.llms import ChatMessage, ChatResponse

Now switched to from llama_index.core.base.llms.types import ChatMessage, ChatResponse

Upvotes: 0

mc_plectrum
mc_plectrum

Reputation: 391

pip install onnxruntime --upgrade

It will install onnxruntime-1.16.3 or greater and will replace older versions that cause this issue.

Upvotes: 0

Adam_G
Adam_G

Reputation: 7879

I was able to solve this using this workaround: conda install onnxruntime -c conda-forge. I got it from this thread: github.com/microsoft/onnxruntime/issues/11037

If there is a reason to not use the conda forge, please leave a comment.

Upvotes: 1

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