Calling Spacy from Matlab did not work

[Saswati-Project]

I have a project which is a combination of NLP and some other computation. I wrote the NLP part of my code in Python where I used Spacy. The NLP task was based on NER. The computation part of my code was implemented in Matlab. I need to call the Python module from the Matlab. I implemented the calling pipeline using the video tutorial Calling Python Libraries from MATLAB . However, I get an error message that "Error using final_output>Python Error: ModuleNotFoundError: No module named 'spacy'"

The following is the Python code block

import spacy

def text_recognizer(model_path, text):
    try:
        # Load the trained model
        nlp = spacy.load(model_path)
        print("Model loaded successfully.")

        # Process the given text
        doc = nlp(text)
        ent_labels = [(ent.text, ent.label_) for ent in doc.ents]
        return ent_labels
 

The Matlab code is

clear classes
% Set up the Python environment
pe = pyenv;
disp(pe);
m = py.importlib.import_module('final_output');
py.importlib.reload(m);
% Add the directory containing the Python script to the Python path
path_add = fileparts(which('final_output.py'));
if count(py.sys.path, path_add) == 0
    insert(py.sys.path, int64(0), path_add);
end


% Define model path and text to process
 model_path = 'D:\\trained_model\\output\\model-best'
 text = "Roses are red"

% Call the Python function
pyOut = py.final_output.text_recognizer(model_path, text);

% Convert the output to a MATLAB cell array
entity_labels = cell(pyOut);
disp(entity_labels);

Although the Python code worked well with PyCharm, the Matlab code did not. How can I solve this issue?