Docs: Feedback for Vector search tutorial

[colljos]

Hi, I have some feedback about this page

Tutorial Setup step 2 continuously fails:

Download the CLIP model

docker compose run download-model

Error output:

Joses-MacBook-Pro:hazelcast-image-search colljos$ docker compose run download-model
[+] Building 14.6s (6/8)                                                                                                                              docker:desktop-linux
 => [download-model internal] load build definition from Dockerfile                                                                                                   0.0s
 => => transferring dockerfile: 194B                                                                                                                                  0.0s
 => [download-model internal] load metadata for docker.io/library/python:3                                                                                            0.8s
 => [download-model auth] library/python:pull token for registry-1.docker.io                                                                                          0.0s
 => [download-model internal] load .dockerignore                                                                                                                      0.0s
 => => transferring context: 2B                                                                                                                                       0.0s
 => CACHED [download-model 1/4] FROM docker.io/library/python:3@sha256:a31cbb4db18c6f09e3300fa85b77f6d56702501fcb9bdb8792ec702a39ba6200                               0.0s
 => ERROR [download-model 2/4] RUN pip install sentence-transformers jupyter pytest                                                                                  13.7s
------                                                                                                                                                                     
 > [download-model 2/4] RUN pip install sentence-transformers jupyter pytest:                                                                                              
1.493 Collecting sentence-transformers                                                                                                                                     
1.604   Downloading sentence_transformers-3.2.1-py3-none-any.whl.metadata (10 kB)                                                                                          
1.646 Collecting jupyter                                                                                                                                                   
1.669   Downloading jupyter-1.1.1-py2.py3-none-any.whl.metadata (2.0 kB)                                                                                                   
1.779 Collecting pytest
1.800   Downloading pytest-8.3.3-py3-none-any.whl.metadata (7.5 kB)
1.986 Collecting transformers<5.0.0,>=4.41.0 (from sentence-transformers)
2.009   Downloading transformers-4.46.0-py3-none-any.whl.metadata (44 kB)
2.254 Collecting tqdm (from sentence-transformers)
2.275   Downloading tqdm-4.66.5-py3-none-any.whl.metadata (57 kB)
2.397 Collecting torch>=1.11.0 (from sentence-transformers)
2.417   Downloading torch-2.5.0-cp313-cp313-manylinux1_x86_64.whl.metadata (28 kB)
2.596 Collecting scikit-learn (from sentence-transformers)
2.615   Downloading scikit_learn-1.5.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (13 kB)
2.837 Collecting scipy (from sentence-transformers)
2.858   Downloading scipy-1.14.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (60 kB)
2.982 Collecting huggingface-hub>=0.20.0 (from sentence-transformers)
3.003   Downloading huggingface_hub-0.26.1-py3-none-any.whl.metadata (13 kB)
3.406 Collecting Pillow (from sentence-transformers)
3.427   Downloading pillow-11.0.0-cp313-cp313-manylinux_2_28_x86_64.whl.metadata (9.1 kB)
3.520 Collecting notebook (from jupyter)
3.541   Downloading notebook-7.2.2-py3-none-any.whl.metadata (10 kB)
3.588 Collecting jupyter-console (from jupyter)
3.607   Downloading jupyter_console-6.6.3-py3-none-any.whl.metadata (5.8 kB)
3.703 Collecting nbconvert (from jupyter)
3.722   Downloading nbconvert-7.16.4-py3-none-any.whl.metadata (8.5 kB)
3.814 Collecting ipykernel (from jupyter)
3.833   Downloading ipykernel-6.29.5-py3-none-any.whl.metadata (6.3 kB)
3.910 Collecting ipywidgets (from jupyter)
3.935   Downloading ipywidgets-8.1.5-py3-none-any.whl.metadata (2.3 kB)
4.174 Collecting jupyterlab (from jupyter)
4.194   Downloading jupyterlab-4.2.5-py3-none-any.whl.metadata (16 kB)
4.250 Collecting iniconfig (from pytest)
4.269   Downloading iniconfig-2.0.0-py3-none-any.whl.metadata (2.6 kB)
4.325 Collecting packaging (from pytest)
4.345   Downloading packaging-24.1-py3-none-any.whl.metadata (3.2 kB)
4.395 Collecting pluggy<2,>=1.5 (from pytest)
4.413   Downloading pluggy-1.5.0-py3-none-any.whl.metadata (4.8 kB)
4.471 Collecting filelock (from huggingface-hub>=0.20.0->sentence-transformers)
4.489   Downloading filelock-3.16.1-py3-none-any.whl.metadata (2.9 kB)
4.554 Collecting fsspec>=2023.5.0 (from huggingface-hub>=0.20.0->sentence-transformers)
4.572   Downloading fsspec-2024.10.0-py3-none-any.whl.metadata (11 kB)
4.698 Collecting pyyaml>=5.1 (from huggingface-hub>=0.20.0->sentence-transformers)
4.717   Downloading PyYAML-6.0.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (2.1 kB)
4.790 Collecting requests (from huggingface-hub>=0.20.0->sentence-transformers)
4.811   Downloading requests-2.32.3-py3-none-any.whl.metadata (4.6 kB)
4.891 Collecting typing-extensions>=3.7.4.3 (from huggingface-hub>=0.20.0->sentence-transformers)
4.909   Downloading typing_extensions-4.12.2-py3-none-any.whl.metadata (3.0 kB)
4.984 Collecting networkx (from torch>=1.11.0->sentence-transformers)
5.003   Downloading networkx-3.4.2-py3-none-any.whl.metadata (6.3 kB)
5.055 Collecting jinja2 (from torch>=1.11.0->sentence-transformers)
5.074   Downloading jinja2-3.1.4-py3-none-any.whl.metadata (2.6 kB)
5.113 Collecting nvidia-cuda-nvrtc-cu12==12.4.127 (from torch>=1.11.0->sentence-transformers)
5.131   Downloading nvidia_cuda_nvrtc_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)
5.170 Collecting nvidia-cuda-runtime-cu12==12.4.127 (from torch>=1.11.0->sentence-transformers)
5.189   Downloading nvidia_cuda_runtime_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)
5.222 Collecting nvidia-cuda-cupti-cu12==12.4.127 (from torch>=1.11.0->sentence-transformers)
5.240   Downloading nvidia_cuda_cupti_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)
5.279 Collecting nvidia-cudnn-cu12==9.1.0.70 (from torch>=1.11.0->sentence-transformers)
5.297   Downloading nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)
5.337 Collecting nvidia-cublas-cu12==12.4.5.8 (from torch>=1.11.0->sentence-transformers)
5.355   Downloading nvidia_cublas_cu12-12.4.5.8-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)
5.393 Collecting nvidia-cufft-cu12==11.2.1.3 (from torch>=1.11.0->sentence-transformers)
5.411   Downloading nvidia_cufft_cu12-11.2.1.3-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)
5.450 Collecting nvidia-curand-cu12==10.3.5.147 (from torch>=1.11.0->sentence-transformers)
5.472   Downloading nvidia_curand_cu12-10.3.5.147-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)
5.510 Collecting nvidia-cusolver-cu12==11.6.1.9 (from torch>=1.11.0->sentence-transformers)
5.529   Downloading nvidia_cusolver_cu12-11.6.1.9-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)
5.574 Collecting nvidia-cusparse-cu12==12.3.1.170 (from torch>=1.11.0->sentence-transformers)
5.593   Downloading nvidia_cusparse_cu12-12.3.1.170-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)
5.631 Collecting nvidia-nccl-cu12==2.21.5 (from torch>=1.11.0->sentence-transformers)
5.650   Downloading nvidia_nccl_cu12-2.21.5-py3-none-manylinux2014_x86_64.whl.metadata (1.8 kB)
5.691 Collecting nvidia-nvtx-cu12==12.4.127 (from torch>=1.11.0->sentence-transformers)
5.709   Downloading nvidia_nvtx_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.7 kB)
5.747 Collecting nvidia-nvjitlink-cu12==12.4.127 (from torch>=1.11.0->sentence-transformers)
5.765   Downloading nvidia_nvjitlink_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)
6.066 Collecting setuptools (from torch>=1.11.0->sentence-transformers)
6.085   Downloading setuptools-75.2.0-py3-none-any.whl.metadata (6.9 kB)
6.152 Collecting sympy==1.13.1 (from torch>=1.11.0->sentence-transformers)
6.174   Downloading sympy-1.13.1-py3-none-any.whl.metadata (12 kB)
6.227 Collecting mpmath<1.4,>=1.1.0 (from sympy==1.13.1->torch>=1.11.0->sentence-transformers)
6.247   Downloading mpmath-1.3.0-py3-none-any.whl.metadata (8.6 kB)
6.583 Collecting numpy>=1.17 (from transformers<5.0.0,>=4.41.0->sentence-transformers)
6.602   Downloading numpy-2.1.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (60 kB)
7.350 Collecting regex!=2019.12.17 (from transformers<5.0.0,>=4.41.0->sentence-transformers)
7.377   Downloading regex-2024.9.11-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (40 kB)
7.628 Collecting safetensors>=0.4.1 (from transformers<5.0.0,>=4.41.0->sentence-transformers)
7.649   Downloading safetensors-0.4.5-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.8 kB)
7.999 Collecting tokenizers<0.21,>=0.20 (from transformers<5.0.0,>=4.41.0->sentence-transformers)
8.019   Downloading tokenizers-0.20.1.tar.gz (339 kB)
8.215   Installing build dependencies: started
12.89   Installing build dependencies: finished with status 'done'
12.89   Getting requirements to build wheel: started
12.95   Getting requirements to build wheel: finished with status 'done'
12.95   Preparing metadata (pyproject.toml): started
12.99   Preparing metadata (pyproject.toml): finished with status 'error'
12.99   error: subprocess-exited-with-error
12.99   
12.99   × Preparing metadata (pyproject.toml) did not run successfully.
12.99   │ exit code: 1
12.99   ╰─> [6 lines of output]
12.99       
12.99       Cargo, the Rust package manager, is not installed or is not on PATH.
12.99       This package requires Rust and Cargo to compile extensions. Install it through
12.99       the system's package manager or via https://rustup.rs/
12.99       
12.99       Checking for Rust toolchain....
12.99       [end of output]
12.99   
12.99   note: This error originates from a subprocess, and is likely not a problem with pip.
13.19 error: metadata-generation-failed
13.19 
13.19 × Encountered error while generating package metadata.
13.19 ╰─> See above for output.
13.19 
13.19 note: This is an issue with the package mentioned above, not pip.
13.19 hint: See above for details.
------
failed to solve: process "/bin/sh -c pip install sentence-transformers jupyter pytest" did not complete successfully: exit code: 1

Here is my environment:

Joses-MacBook-Pro:hazelcast-image-search colljos$ pip --version
pip 24.2 from /usr/local/lib/python3.13/site-packages/pip (python 3.13)
Joses-MacBook-Pro:hazelcast-image-search colljos$ cargo --version
cargo 1.82.0